diff --git a/data/perf/scenario_2/dlt/2023-05May-31/response_time.csv b/data/perf/scenario_2/dlt/2023-05May-31/response_time.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96d24b1fbe140e1b0228da8c8cb1b4d4ec115c5e
--- /dev/null
+++ b/data/perf/scenario_2/dlt/2023-05May-31/response_time.csv
@@ -0,0 +1,1001 @@
+action,record_type,record_uuid,size_bytes,num_endpoints,num_config_rules,num_constraints,num_sub_services,num_sub_slices,time_requested,time_replied,time_notified,exec_time,event_delay
+get,device,67a2dbbc-af11-448b-9871-f40595152463,106245,9,89,,,,1685549898.8270626,1685549899.1570356,,0.3299729824066162,
+delete,link,172901c7-3ad3-4896-8c9c-26ea736a27f4,741,2,,,,,1685549899.1597447,1685549901.4000366,1685549901.4010313,2.2402918338775635,2.241286516189575
+create,link,c25a0b64-52f4-4723-85dd-02f1f1968ad5,741,2,,,,,1685549901.400742,1685549903.6451468,1685549903.6403408,2.2444047927856445,2.2395987510681152
+update,device,661dcc5e-0a40-4afb-9919-040603a8e6df,20001,25,10,,,,1685549903.6534967,1685549906.2569816,1685549906.1950586,2.603484869003296,2.5415618419647217
+update,device,661dcc5e-0a40-4afb-9919-040603a8e6df,70428,12,61,,,,1685550765.1250987,1685550768.0534167,1685550768.0054681,2.9283180236816406,2.8803694248199463
+get,link,c77fba89-113c-4a9e-bfe8-ecb64eeb2685,741,2,,,,,1685549906.2571216,1685549906.3281226,,0.07100105285644531,
+update,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,8734,2,5,3,,,1685549906.3342068,1685549908.7170134,1685549908.711966,2.3828065395355225,2.3777592182159424
+update,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,9241,2,5,3,,,1685550692.7853603,1685550695.1578915,1685550695.1517642,2.3725311756134033,2.366403818130493
+update,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,9942,2,5,3,,,1685550894.769752,1685550897.207105,1685550897.2062979,2.4373528957366943,2.4365458488464355
+update,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,10216,2,5,3,,,1685550968.3652446,1685550970.8085575,1685550970.8059607,2.443312883377075,2.440716028213501
+get,slice,e51e01ed-26a9-4b12-bbf4-630883d84858,11085,2,5,3,0,1,1685549908.717091,1685549908.8497171,,0.13262605667114258,
+get,slice,e51e01ed-26a9-4b12-bbf4-630883d84858,11085,2,5,3,0,1,1685550044.962287,1685550045.0962157,,0.13392877578735352,
+get,service,9fae51b2-e0d6-41f4-bd58-7ce0554d961e,9794,2,5,3,,,1685549908.850033,1685549908.9249213,,0.07488822937011719,
+get,service,9fae51b2-e0d6-41f4-bd58-7ce0554d961e,9794,2,5,3,,,1685550050.6240823,1685550050.759958,,0.13587570190429688,
+get,service,9fae51b2-e0d6-41f4-bd58-7ce0554d961e,9794,2,5,3,,,1685550130.5777588,1685550130.7097173,,0.1319584846496582,
+create,service,1fe7c3a8-93de-4481-9602-c0f5261ee936,9672,2,5,3,,,1685549908.9358804,1685549911.423276,1685549911.368658,2.4873955249786377,2.4327776432037354
+create,slice,593b0301-821e-434e-b403-2b92dcf5a8c1,8835,2,5,3,0,1,1685549911.427093,1685549913.7936683,1685549913.7869866,2.366575241088867,2.359893560409546
+delete,device,d47ee2a9-089f-4146-935c-14a63d07b775,75703,37,55,,,,1685549913.7970097,1685549916.5514534,1685549916.4941828,2.754443645477295,2.6971731185913086
+update,slice,aea81204-2f55-40a1-b304-97dc970e8ad4,10404,2,5,3,0,2,1685549916.5570242,1685549919.0011373,1685549918.984249,2.44411301612854,2.42722487449646
+update,link,cdd7dd85-2fa5-44fc-bae6-5f16c68662bb,741,2,,,,,1685549919.0023305,1685549921.2458012,1685549921.24281,2.2434706687927246,2.2404794692993164
+update,link,cdd7dd85-2fa5-44fc-bae6-5f16c68662bb,741,2,,,,,1685550128.3339336,1685550130.577662,1685550130.574136,2.2437283992767334,2.2402024269104004
+update,link,cdd7dd85-2fa5-44fc-bae6-5f16c68662bb,741,2,,,,,1685550250.5039074,1685550252.7507584,1685550252.7505386,2.2468509674072266,2.246631145477295
+create,device,9f260c4f-5ef4-4335-96fc-c6a736507fc5,31155,20,21,,,,1685549921.266911,1685549923.9125628,1685549923.8845232,2.6456518173217773,2.61761212348938
+delete,service,1aadf392-f04a-4f0a-af1c-7273c4424c86,8117,2,5,3,,,1685549923.9131134,1685549926.2115643,1685549926.2107444,2.2984509468078613,2.297631025314331
+delete,slice,05a64f9c-b01e-4a6e-acd6-dc497bd43721,10469,2,5,3,2,0,1685549926.213237,1685549928.5742004,1685549928.573632,2.3609633445739746,2.3603949546813965
+delete,service,87cf68cc-f646-4ad9-9551-674fd09a8c20,10026,2,5,3,,,1685549928.5756795,1685549930.940028,1685549930.9334877,2.3643484115600586,2.3578081130981445
+get,link,cdd7dd85-2fa5-44fc-bae6-5f16c68662bb,741,2,,,,,1685549930.9401398,1685549931.0080986,,0.06795883178710938,
+get,link,cdd7dd85-2fa5-44fc-bae6-5f16c68662bb,741,2,,,,,1685550616.0091872,1685550616.0836594,,0.07447218894958496,
+delete,link,29c10ed2-89e9-407b-84e3-7014bcbe92c8,741,2,,,,,1685549931.0084217,1685549933.2766712,1685549933.276275,2.26824951171875,2.267853260040283
+update,slice,55dfa260-902b-4a37-bbaf-439b500a5bdc,11160,2,5,3,1,2,1685549933.2844148,1685549935.730925,1685549935.7301562,2.4465103149414062,2.4457414150238037
+update,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685549935.7323756,1685549937.9717624,1685549937.9715445,2.239386796951294,2.239168882369995
+update,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685550312.3701952,1685550314.6138716,1685550314.6135993,2.2436764240264893,2.2434041500091553
+update,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685550530.1004624,1685550532.3722577,1685550532.3574302,2.2717952728271484,2.256967782974243
+update,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685550548.0851848,1685550550.3259313,1685550550.325737,2.24074649810791,2.2405521869659424
+update,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685551026.34457,1685551028.5950665,1685551028.5947661,2.2504966259002686,2.2501962184906006
+delete,slice,925edbae-b93f-4a43-8e1b-d3c07e3c30c4,10963,2,5,3,0,2,1685549937.97222,1685549940.3434925,1685549940.3431456,2.371272563934326,2.3709256649017334
+create,slice,ed958540-eade-47ec-b6c6-dae77276e5f3,10018,2,5,3,1,1,1685549940.3501449,1685549942.8079627,1685549942.8074238,2.457817792892456,2.4572789669036865
+create,service,990e1074-d461-4b22-bccf-c257cc174d9c,11189,2,5,3,,,1685549942.8213105,1685549945.2936425,1685549945.285249,2.472332000732422,2.4639384746551514
+delete,device,67a2dbbc-af11-448b-9871-f40595152463,106245,9,89,,,,1685549945.2954223,1685549948.0508242,1685549948.0425336,2.755401849746704,2.7471113204956055
+create,device,687f8f7b-5029-4af9-bd64-67497720ee25,115686,43,90,,,,1685549948.1381855,1685549951.3458214,1685549951.3309057,3.2076358795166016,3.1927201747894287
+create,link,20643d31-7ca0-4490-aff3-84e3dad48d43,741,2,,,,,1685549951.3463302,1685549953.5898266,1685549953.585652,2.2434964179992676,2.2393219470977783
+update,device,e2ffa3fd-a5c9-4d00-8662-d22e96bae674,54332,44,34,,,,1685549953.6151257,1685549956.455263,1685549956.4324627,2.840137243270874,2.8173370361328125
+get,service,7e1cc175-5c72-415e-b849-2ddbff0444cb,7940,2,5,3,,,1685549956.455434,1685549956.5941381,,0.1387040615081787,
+get,service,7e1cc175-5c72-415e-b849-2ddbff0444cb,7940,2,5,3,,,1685550164.5322568,1685550164.673387,,0.1411302089691162,
+update,service,d821bc57-a163-475c-9d68-36fbb1fe6761,10639,2,5,3,,,1685549956.6043167,1685549959.096975,1685549959.0493124,2.4926583766937256,2.444995641708374
+update,service,d821bc57-a163-475c-9d68-36fbb1fe6761,10157,2,5,3,,,1685550097.464378,1685550099.9029608,1685550099.901697,2.4385826587677,2.437318801879883
+update,service,d821bc57-a163-475c-9d68-36fbb1fe6761,9815,2,5,3,,,1685550187.2623045,1685550189.767192,1685550189.746012,2.504887342453003,2.4837074279785156
+update,service,d821bc57-a163-475c-9d68-36fbb1fe6761,9243,2,5,3,,,1685550474.5982518,1685550476.974663,1685550476.968617,2.376411199569702,2.3703651428222656
+get,slice,0e8a1e08-b8e0-43a9-bf5f-3a057e952792,10181,2,5,3,2,0,1685549959.0989733,1685549959.2283258,,0.12935256958007812,
+get,slice,0e8a1e08-b8e0-43a9-bf5f-3a057e952792,10181,2,5,3,2,0,1685550894.620147,1685550894.755989,,0.13584208488464355,
+get,device,929e2270-88ae-4296-ba04-f568216737e5,40306,19,30,,,,1685549959.2286317,1685549959.3813796,,0.15274786949157715,
+get,device,929e2270-88ae-4296-ba04-f568216737e5,40306,19,30,,,,1685550446.8464973,1685550447.0046017,,0.15810441970825195,
+get,device,929e2270-88ae-4296-ba04-f568216737e5,40306,19,30,,,,1685550641.3344374,1685550641.4933279,,0.1588904857635498,
+get,device,929e2270-88ae-4296-ba04-f568216737e5,40306,19,30,,,,1685551113.8661733,1685551114.1452606,,0.2790873050689697,
+update,device,cc73b1d2-e107-458c-aba2-557387ca536f,51520,4,49,,,,1685549959.4041276,1685549962.1810875,1685549962.1649163,2.7769598960876465,2.760788679122925
+delete,device,687f8f7b-5029-4af9-bd64-67497720ee25,115686,43,90,,,,1685549962.185308,1685549964.9392,1685549964.9344773,2.753891944885254,2.74916934967041
+create,slice,bfa726f4-bbd3-467b-bc83-86a0727a1b1f,8158,2,5,3,0,1,1685549964.9450088,1685549967.3893318,1685549967.3263562,2.4443230628967285,2.381347417831421
+update,link,ba7d09a5-3a46-4dc7-9f86-7f6959167783,741,2,,,,,1685549967.3910794,1685549969.6473265,1685549969.6396453,2.256247043609619,2.248565912246704
+update,link,ba7d09a5-3a46-4dc7-9f86-7f6959167783,741,2,,,,,1685550665.0326014,1685550667.270208,1685550667.2695112,2.2376065254211426,2.236909866333008
+update,link,ba7d09a5-3a46-4dc7-9f86-7f6959167783,741,2,,,,,1685550955.4745698,1685550957.7523344,1685550957.752111,2.2777645587921143,2.277541160583496
+update,link,ba7d09a5-3a46-4dc7-9f86-7f6959167783,741,2,,,,,1685551428.8252702,1685551431.0387545,1685551431.038471,2.213484287261963,2.213200807571411
+delete,service,0cae34e7-e2e1-4680-8086-5859931581f8,9246,2,5,3,,,1685549969.6476643,1685549972.0779035,1685549972.0772672,2.430239200592041,2.429602861404419
+get,service,0282f4fb-fdd7-476f-bdb8-c50d5dc3e9d4,9578,2,5,3,,,1685549972.0779762,1685549972.217895,,0.13991880416870117,
+delete,link,c77fba89-113c-4a9e-bfe8-ecb64eeb2685,741,2,,,,,1685549972.2183492,1685549974.4569948,1685549974.4566715,2.238645553588867,2.2383222579956055
+delete,slice,55dfa260-902b-4a37-bbaf-439b500a5bdc,11160,2,5,3,1,2,1685549974.4575276,1685549976.8262086,1685549976.8166037,2.368680953979492,2.3590760231018066
+create,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,116820,25,92,,,,1685549976.8940377,1685549980.0761328,1685549980.055282,3.1820950508117676,3.1612443923950195
+create,service,e57ab3ff-5bda-4360-a27c-3ebbecbda69b,10778,2,5,3,,,1685549980.0843132,1685549982.5378058,1685549982.5317478,2.4534926414489746,2.447434663772583
+get,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,119578,35,93,,,,1685549982.5378811,1685549982.878916,,0.3410348892211914,
+get,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,119578,35,93,,,,1685550012.854644,1685550013.2116394,,0.3569953441619873,
+get,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,55375,16,42,,,,1685550074.9285288,1685550075.1903214,,0.2617926597595215,
+create,link,84a7d7e6-5c4b-4923-acae-9eb8abd96862,741,2,,,,,1685549982.8804107,1685549985.129161,1685549985.1227257,2.2487502098083496,2.2423150539398193
+update,slice,f14f5220-43df-4516-808d-9caf0b582057,12144,2,5,3,1,1,1685549985.1344876,1685549987.6222572,1685549987.6220157,2.487769603729248,2.487528085708618
+get,slice,f012d83d-a490-4f3d-8555-619cd95fc028,9421,2,5,3,0,0,1685549987.6234212,1685549987.753326,,0.12990474700927734,
+update,service,e57ab3ff-5bda-4360-a27c-3ebbecbda69b,11656,2,5,3,,,1685549987.7623549,1685549990.2292988,1685549990.2186992,2.4669439792633057,2.4563443660736084
+get,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685549990.22942,1685549990.299773,,0.07035303115844727,
+get,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685550892.3042808,1685550892.374177,,0.06989622116088867,
+get,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685551048.376322,1685551048.448601,,0.07227897644042969,
+delete,device,4b6224ba-d82f-4bd2-8b1a-20cc6a60cf82,77941,11,71,,,,1685549990.302781,1685549992.9995356,1685549992.9773345,2.6967544555664062,2.674553394317627
+update,service,990e1074-d461-4b22-bccf-c257cc174d9c,7764,2,5,3,,,1685549993.003543,1685549995.3934698,1685549995.3828473,2.3899269104003906,2.3793044090270996
+get,slice,bfa726f4-bbd3-467b-bc83-86a0727a1b1f,8158,2,5,3,0,1,1685549995.3946009,1685549995.5261598,,0.13155889511108398,
+get,slice,bfa726f4-bbd3-467b-bc83-86a0727a1b1f,12000,2,5,3,0,1,1685550122.443335,1685550122.6231914,,0.1798563003540039,
+delete,link,c25a0b64-52f4-4723-85dd-02f1f1968ad5,741,2,,,,,1685549995.5266438,1685549997.7980065,1685549997.7977543,2.271362781524658,2.2711105346679688
+create,service,4db9fa61-3e7b-4afd-a1bd-da91df178482,10800,2,5,3,,,1685549997.8026242,1685550000.2443523,1685550000.2384768,2.441728115081787,2.435852527618408
+delete,service,e57ab3ff-5bda-4360-a27c-3ebbecbda69b,11656,2,5,3,,,1685550000.2449596,1685550002.6226954,1685550002.6153886,2.3777358531951904,2.370429039001465
+get,service,1fe7c3a8-93de-4481-9602-c0f5261ee936,9672,2,5,3,,,1685550002.6229007,1685550002.7586746,,0.1357738971710205,
+get,service,1fe7c3a8-93de-4481-9602-c0f5261ee936,9672,2,5,3,,,1685550560.033389,1685550560.1129801,,0.07959103584289551,
+get,service,1fe7c3a8-93de-4481-9602-c0f5261ee936,9672,2,5,3,,,1685550880.7470407,1685550880.8810577,,0.1340169906616211,
+update,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,66564,6,59,,,,1685550002.8196921,1685550005.684628,1685550005.6701274,2.864935874938965,2.850435256958008
+update,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,94381,13,79,,,,1685550273.2651217,1685550276.4158263,1685550276.2884195,3.1507046222686768,3.0232977867126465
+update,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,107029,7,91,,,,1685550419.0439153,1685550422.1971028,1685550422.1590893,3.1531875133514404,3.1151740550994873
+update,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,100523,26,82,,,,1685550653.661165,1685550656.7351372,1685550656.720426,3.073972225189209,3.0592610836029053
+update,device,0c7f43c2-472a-472a-bf6c-7bf3f679ff1b,18191,3,15,,,,1685550708.0485904,1685550710.6092708,1685550710.6007073,2.560680389404297,2.552116870880127
+update,slice,87537e84-d46b-48ad-9aae-d9d0bdfb7e35,9708,2,5,3,1,2,1685550005.6908176,1685550008.108212,1685550008.099534,2.4173943996429443,2.4087164402008057
+delete,slice,b7b21140-8eb1-4e3f-9bcc-0f4e24237858,8748,2,5,3,0,1,1685550008.108918,1685550010.4708874,1685550010.4663498,2.361969470977783,2.3574318885803223
+create,slice,ab1f7af1-30ee-441f-b418-63154876db4e,8912,2,5,3,1,2,1685550010.477174,1685550012.8545623,1685550012.848758,2.3773882389068604,2.371583938598633
+create,device,afb1223f-17c9-4e92-96e6-447509c3fa68,18892,25,9,,,,1685550013.2260876,1685550015.8121676,1685550015.7567017,2.5860800743103027,2.530614137649536
+get,link,5bbcdff3-51e9-4eb1-bdb5-8c30aec6a33f,741,2,,,,,1685550015.812263,1685550015.8848622,,0.07259917259216309,
+create,link,9460bf38-f9e3-448a-ae76-6c48ad9bc010,741,2,,,,,1685550015.885306,1685550018.1300807,1685550018.1260426,2.24477481842041,2.240736722946167
+update,link,5bbcdff3-51e9-4eb1-bdb5-8c30aec6a33f,741,2,,,,,1685550018.1304853,1685550020.3722522,1685550020.3718197,2.241766929626465,2.2413344383239746
+update,service,15163e30-c7e0-412b-8b3b-4063d5744989,7653,2,5,3,,,1685550020.3778064,1685550022.7627425,1685550022.7568865,2.3849360942840576,2.379080057144165
+get,device,7152652f-a803-4452-8835-f22df4682329,90040,36,68,,,,1685550022.7659504,1685550023.1297636,,0.3638131618499756,
+get,device,7152652f-a803-4452-8835-f22df4682329,124156,31,97,,,,1685550532.3723712,1685550532.728051,,0.3556797504425049,
+get,device,7152652f-a803-4452-8835-f22df4682329,101770,12,90,,,,1685550883.3849769,1685550883.7251015,,0.34012460708618164,
+get,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,8734,2,5,3,,,1685550023.1307156,1685550023.2179427,,0.08722710609436035,
+get,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,9241,2,5,3,,,1685550861.1194155,1685550861.2573,,0.13788437843322754,
+get,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,9942,2,5,3,,,1685550952.6089091,1685550952.74671,,0.137800931930542,
+get,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,10216,2,5,3,,,1685551126.913635,1685551127.0474317,,0.13379669189453125,
+delete,link,5bbcdff3-51e9-4eb1-bdb5-8c30aec6a33f,741,2,,,,,1685550023.2182574,1685550025.4597173,1685550025.4605536,2.241459846496582,2.2422962188720703
+delete,service,4db9fa61-3e7b-4afd-a1bd-da91df178482,10800,2,5,3,,,1685550025.4602013,1685550027.8297725,1685550027.823424,2.3695712089538574,2.36322283744812
+create,service,e8fa19fc-b095-4669-a5b4-f2bbb734986e,9024,2,5,3,,,1685550027.8364985,1685550030.2178354,1685550030.212256,2.3813369274139404,2.3757574558258057
+get,link,85bc0dde-646f-44b7-bd87-84e6a930d49b,741,2,,,,,1685550030.2193685,1685550030.2879355,,0.06856703758239746,
+get,link,85bc0dde-646f-44b7-bd87-84e6a930d49b,741,2,,,,,1685550702.7660139,1685550702.8397236,,0.07370972633361816,
+update,slice,bfa726f4-bbd3-467b-bc83-86a0727a1b1f,12000,2,5,3,0,1,1685550030.2968922,1685550032.762866,1685550032.7386715,2.4659738540649414,2.441779375076294
+update,slice,bfa726f4-bbd3-467b-bc83-86a0727a1b1f,10799,2,5,3,2,0,1685550316.9906175,1685550319.526203,1685550319.5199327,2.535585403442383,2.529315233230591
+create,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,11488,2,5,3,2,1,1685550032.7783911,1685550035.2259035,1685550035.2201703,2.44751238822937,2.441779136657715
+delete,slice,87537e84-d46b-48ad-9aae-d9d0bdfb7e35,9708,2,5,3,1,2,1685550035.2270145,1685550037.5948448,1685550037.5917125,2.367830276489258,2.3646979331970215
+update,link,cf684cbf-3cac-477d-85ac-8a26e5e34981,741,2,,,,,1685550037.5951674,1685550039.842084,1685550039.835481,2.2469165325164795,2.2403135299682617
+create,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685550039.8433301,1685550042.0950015,1685550042.094748,2.251671314239502,2.251417875289917
+update,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,55375,16,42,,,,1685550042.1275191,1685550044.9618416,1685550044.9191833,2.834322452545166,2.7916641235351562
+update,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,95148,31,83,,,,1685550886.8550353,1685550890.047189,1685550889.9719782,3.1921536922454834,3.116942882537842
+delete,device,ed9e8bcf-698b-46fb-8b84-f04a417a0e0e,95611,46,73,,,,1685550045.099634,1685550047.875255,1685550047.8396368,2.775621175765991,2.7400028705596924
+create,device,42cd9de9-e7d3-49c2-b532-42eb0ca04f5e,24042,15,17,,,,1685550047.8918495,1685550050.622645,1685550050.5508368,2.730795383453369,2.658987283706665
+update,slice,593b0301-821e-434e-b403-2b92dcf5a8c1,9191,2,5,3,2,1,1685550050.766848,1685550053.171008,1685550053.1657438,2.4041600227355957,2.398895740509033
+update,service,491ad418-1d73-4876-999c-de4920311f14,10935,2,5,3,,,1685550053.1773357,1685550055.6305172,1685550055.6242545,2.453181505203247,2.4469187259674072
+update,service,491ad418-1d73-4876-999c-de4920311f14,8225,2,5,3,,,1685550122.6306224,1685550125.1083822,1685550125.1033363,2.477759838104248,2.4727139472961426
+update,link,85bc0dde-646f-44b7-bd87-84e6a930d49b,741,2,,,,,1685550055.6310825,1685550057.872527,1685550057.8720276,2.2414443492889404,2.2409451007843018
+update,link,85bc0dde-646f-44b7-bd87-84e6a930d49b,741,2,,,,,1685550489.568868,1685550491.8204772,1685550491.8098607,2.2516093254089355,2.240992784500122
+update,device,7152652f-a803-4452-8835-f22df4682329,28997,25,16,,,,1685550057.8896043,1685550060.5519521,1685550060.5402298,2.6623477935791016,2.650625467300415
+update,device,7152652f-a803-4452-8835-f22df4682329,124156,31,97,,,,1685550138.301946,1685550141.7951078,1685550141.6762526,3.493161916732788,3.3743066787719727
+update,device,7152652f-a803-4452-8835-f22df4682329,101770,12,90,,,,1685550565.093574,1685550568.2096174,1685550568.1213007,3.1160433292388916,3.027726650238037
+update,device,7152652f-a803-4452-8835-f22df4682329,61691,19,52,,,,1685551652.4879904,1685551655.3687778,1685551655.2948952,2.8807873725891113,2.8069047927856445
+create,device,99c37cd3-fe36-477a-ae37-50a84b7152d7,34092,15,26,,,,1685550060.5772042,1685550063.266293,1685550063.240183,2.689088821411133,2.6629788875579834
+delete,service,0282f4fb-fdd7-476f-bdb8-c50d5dc3e9d4,9578,2,5,3,,,1685550063.2667284,1685550065.6252794,1685550065.6218038,2.358551025390625,2.3550753593444824
+create,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685550065.6259274,1685550067.8737526,1685550067.868313,2.2478251457214355,2.2423856258392334
+delete,link,cf684cbf-3cac-477d-85ac-8a26e5e34981,741,2,,,,,1685550067.8739762,1685550070.1235209,1685550070.1215713,2.249544620513916,2.2475950717926025
+create,service,e7f4fc97-2269-4126-ac29-7f1deaef6ba3,9547,2,5,3,,,1685550070.1298902,1685550072.571337,1685550072.563262,2.4414467811584473,2.4333717823028564
+delete,slice,00786fb8-b109-4d7a-9fd3-e07c330578b6,9284,2,5,3,1,0,1685550072.5730135,1685550074.9284263,1685550074.9281406,2.355412721633911,2.3551270961761475
+create,slice,cb590c68-2855-4dfd-acbe-1ca813a73075,11295,2,5,3,1,2,1685550075.196684,1685550077.6592965,1685550077.6414554,2.4626126289367676,2.4447715282440186
+get,link,2921c8bb-7075-4338-975c-31427336f9a7,741,2,,,,,1685550077.6593685,1685550077.735133,,0.07576441764831543,
+delete,device,f0bec35f-cd15-4c02-98da-8c4986333237,86015,22,76,,,,1685550077.739987,1685550080.4033363,1685550080.396717,2.6633493900299072,2.6567301750183105
+get,slice,cb590c68-2855-4dfd-acbe-1ca813a73075,11295,2,5,3,1,2,1685550080.404987,1685550080.5390306,,0.13404345512390137,
+delete,service,990e1074-d461-4b22-bccf-c257cc174d9c,7764,2,5,3,,,1685550080.5405698,1685550082.8751664,1685550082.8684247,2.334596633911133,2.327854871749878
+update,device,b36e3dde-1c97-45d1-b62b-7f15bb79b71e,36292,43,15,,,,1685550082.8900733,1685550085.5686276,1685550085.5465324,2.6785542964935303,2.656459093093872
+update,link,8305c29e-5e06-4eaa-a17f-957249d482ff,741,2,,,,,1685550085.5692298,1685550087.8205884,1685550087.8195221,2.2513585090637207,2.2502923011779785
+create,slice,eb68b280-9e62-42d8-ba6b-2a5f80ec9762,9508,2,5,3,2,1,1685550087.8274055,1685550090.2702475,1685550090.2696562,2.4428420066833496,2.4422507286071777
+delete,device,e2ffa3fd-a5c9-4d00-8662-d22e96bae674,54332,44,34,,,,1685550090.2749853,1685550092.8069956,1685550092.7937655,2.532010316848755,2.51878023147583
+create,link,7e07cff2-e2a0-4710-a591-a379d0394e8a,741,2,,,,,1685550092.8074,1685550095.0700147,1685550095.0670388,2.2626147270202637,2.259638786315918
+create,service,5df2cd3c-b0ec-417c-bd97-f70b411d8933,8216,2,5,3,,,1685550095.077055,1685550097.4590006,1685550097.4538338,2.3819456100463867,2.3767788410186768
+get,link,8305c29e-5e06-4eaa-a17f-957249d482ff,741,2,,,,,1685550099.9031074,1685550099.9786518,,0.07554435729980469,
+create,device,bb8ffa57-2e61-4710-8c9a-83fc3008a56c,38445,38,20,,,,1685550099.9988592,1685550102.837355,1685550102.7445464,2.8384957313537598,2.745687246322632
+delete,slice,ab1f7af1-30ee-441f-b418-63154876db4e,8912,2,5,3,1,2,1685550102.8377497,1685550105.2521703,1685550105.250797,2.4144206047058105,2.4130473136901855
+delete,link,9460bf38-f9e3-448a-ae76-6c48ad9bc010,741,2,,,,,1685550105.2523687,1685550107.5092957,1685550107.5071018,2.256927013397217,2.254733085632324
+get,slice,ed958540-eade-47ec-b6c6-dae77276e5f3,10018,2,5,3,1,1,1685550107.5094326,1685550107.6502123,,0.14077973365783691,
+get,device,99c37cd3-fe36-477a-ae37-50a84b7152d7,34092,15,26,,,,1685550107.6505384,1685550107.8059056,,0.15536713600158691,
+get,device,99c37cd3-fe36-477a-ae37-50a84b7152d7,80268,29,64,,,,1685550707.6127717,1685550707.9063988,,0.2936270236968994,
+get,device,99c37cd3-fe36-477a-ae37-50a84b7152d7,80268,29,64,,,,1685550828.5911238,1685550828.8830655,,0.29194164276123047,
+get,service,c6f2cd89-0ec1-4409-a4f0-d9ddb9f3655c,10242,2,5,3,,,1685550107.8076005,1685550107.8945854,,0.08698487281799316,
+get,service,c6f2cd89-0ec1-4409-a4f0-d9ddb9f3655c,9962,2,5,3,,,1685550359.633676,1685550359.7633445,,0.1296684741973877,
+get,service,c6f2cd89-0ec1-4409-a4f0-d9ddb9f3655c,10447,2,5,3,,,1685550707.918949,1685550708.039815,,0.12086606025695801,
+update,slice,e51e01ed-26a9-4b12-bbf4-630883d84858,9504,2,5,3,0,0,1685550107.9014158,1685550110.350435,1685550110.330456,2.449019193649292,2.4290401935577393
+update,slice,e51e01ed-26a9-4b12-bbf4-630883d84858,10739,2,5,3,0,0,1685550801.3919783,1685550803.8415797,1685550803.8334618,2.449601411819458,2.441483497619629
+update,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,12134,2,5,3,1,0,1685550110.360366,1685550112.9419231,1685550112.8132286,2.581557035446167,2.452862501144409
+update,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,9403,2,5,3,2,0,1685550611.21944,1685550613.7286525,1685550613.7121468,2.5092124938964844,2.492706775665283
+update,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,9931,2,5,3,1,0,1685551271.6665807,1685551274.1122277,1685551274.1028738,2.4456470012664795,2.436293125152588
+update,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,8324,2,5,3,1,0,1685551639.1965528,1685551641.6390326,1685551641.59717,2.4424798488616943,2.4006173610687256
+create,service,5689b23d-36b6-49eb-9173-c1e02007dac8,9714,2,5,3,,,1685550112.9504142,1685550115.3970284,1685550115.3884692,2.4466142654418945,2.4380550384521484
+delete,service,7f5cfd8a-cc01-4640-b80b-b46be150b4f9,9643,2,5,3,,,1685550115.397603,1685550117.7541957,1685550117.7538815,2.3565926551818848,2.356278419494629
+create,slice,3636e7b5-de41-416e-bd8d-2110a79dbf75,10716,2,5,3,0,1,1685550117.7643867,1685550120.2009525,1685550120.200346,2.43656587600708,2.4359593391418457
+delete,link,2921c8bb-7075-4338-975c-31427336f9a7,741,2,,,,,1685550120.2012742,1685550122.4432375,1685550122.4429479,2.2419633865356445,2.241673707962036
+get,link,20643d31-7ca0-4490-aff3-84e3dad48d43,741,2,,,,,1685550125.1084924,1685550125.1792572,,0.07076478004455566,
+get,link,20643d31-7ca0-4490-aff3-84e3dad48d43,741,2,,,,,1685550362.3390343,1685550362.4111092,,0.07207489013671875,
+create,device,98b4c1d2-b816-46b7-be50-958c0427bf3a,100847,46,81,,,,1685550125.2493248,1685550128.3334992,1685550128.215648,3.084174394607544,2.966323137283325
+delete,slice,f012d83d-a490-4f3d-8555-619cd95fc028,9421,2,5,3,0,0,1685550130.7105553,1685550133.0732527,1685550133.0700767,2.3626973628997803,2.3595213890075684
+delete,device,cc73b1d2-e107-458c-aba2-557387ca536f,51520,4,49,,,,1685550133.0743437,1685550135.6837234,1685550135.679816,2.609379768371582,2.6054723262786865
+create,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550135.6864467,1685550137.9421964,1685550137.931914,2.2557497024536133,2.2454674243927
+get,device,b36e3dde-1c97-45d1-b62b-7f15bb79b71e,36292,43,15,,,,1685550137.942296,1685550138.1627634,,0.22046732902526855,
+get,slice,f14f5220-43df-4516-808d-9caf0b582057,12144,2,5,3,1,1,1685550141.7953355,1685550141.9664366,,0.17110109329223633,
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,10145,2,5,3,1,0,1685550141.971995,1685550144.488782,1685550144.4671957,2.516786813735962,2.4952006340026855
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,11354,2,5,3,0,2,1685550856.0192661,1685550858.5240064,1685550858.519941,2.5047402381896973,2.5006749629974365
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,10757,2,5,3,1,0,1685551043.3270085,1685551045.8349533,1685551045.8310227,2.5079448223114014,2.504014253616333
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,10601,2,5,3,2,0,1685551236.0913036,1685551238.5395894,1685551238.5295522,2.4482858180999756,2.438248634338379
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,9999,2,5,3,0,0,1685551578.9243164,1685551581.4106462,1685551581.4083145,2.4863297939300537,2.4839980602264404
+update,slice,a541a2ea-841a-4932-b85f-f9792a94ee71,10429,2,5,3,2,0,1685551738.7180347,1685551741.1792543,1685551741.1690798,2.461219549179077,2.451045036315918
+update,device,4989d9ae-43e0-4110-8b25-11b168b541a3,49773,30,33,,,,1685550144.5194957,1685550147.3768358,1685550147.355829,2.857340097427368,2.8363332748413086
+update,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685550147.377258,1685550149.6256242,1685550149.6190763,2.248366117477417,2.2418181896209717
+update,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685550325.2225053,1685550327.457054,1685550327.4636395,2.234548568725586,2.2411341667175293
+update,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685550904.4811447,1685550906.7314155,1685550906.7259493,2.2502708435058594,2.244804620742798
+update,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685551203.1224632,1685551205.3659058,1685551205.3648212,2.2434425354003906,2.2423579692840576
+update,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685551250.0421638,1685551252.2777565,1685551252.277497,2.2355926036834717,2.235333204269409
+delete,link,8305c29e-5e06-4eaa-a17f-957249d482ff,741,2,,,,,1685550149.625855,1685550151.920795,1685550151.920179,2.2949399948120117,2.2943239212036133
+create,service,1c96b51c-6854-4198-9911-9044e0362420,9251,2,5,3,,,1685550151.9266605,1685550154.3165438,1685550154.3075438,2.389883279800415,2.38088321685791
+delete,device,b36e3dde-1c97-45d1-b62b-7f15bb79b71e,36292,43,15,,,,1685550154.3189287,1685550156.92674,1685550156.8713694,2.607811212539673,2.552440643310547
+delete,slice,3636e7b5-de41-416e-bd8d-2110a79dbf75,10716,2,5,3,0,1,1685550156.9303155,1685550159.2978342,1685550159.290393,2.367518663406372,2.3600776195526123
+create,slice,ec5d1823-664c-42a3-a103-ee21d2d63374,9865,2,5,3,2,1,1685550159.3083177,1685550161.7609532,1685550161.7615016,2.4526355266571045,2.453183889389038
+get,link,e9b46e15-c039-4ae8-a130-12f6413d4c91,741,2,,,,,1685550161.7611172,1685550161.8317623,,0.07064509391784668,
+get,link,e9b46e15-c039-4ae8-a130-12f6413d4c91,741,2,,,,,1685550660.0770266,1685550660.1490765,,0.07204985618591309,
+get,link,e9b46e15-c039-4ae8-a130-12f6413d4c91,741,2,,,,,1685550798.6012948,1685550798.67273,,0.07143521308898926,
+get,device,3c7fac77-8bec-4ddf-9a12-ddd39021b95e,43125,19,36,,,,1685550161.831963,1685550162.0888608,,0.2568976879119873,
+update,service,0cda66d1-83b2-4ae6-bef8-015cb136fb5c,8952,2,5,3,,,1685550162.0989711,1685550164.5303683,1685550164.47613,2.4313971996307373,2.3771588802337646
+update,service,0cda66d1-83b2-4ae6-bef8-015cb136fb5c,9568,2,5,3,,,1685550205.323221,1685550207.7590704,1685550207.7581296,2.43584942817688,2.434908628463745
+create,link,4a4deddd-f3ff-4487-8956-ba39c8b6fafc,741,2,,,,,1685550164.6747408,1685550166.909774,1685550166.9094565,2.2350332736968994,2.234715700149536
+delete,service,46573fb6-6889-4fac-a5ea-5e110f443cce,6792,2,5,3,,,1685550166.9103339,1685550169.2229555,1685550169.2310188,2.312621593475342,2.3206849098205566
+create,device,ee8073f2-5d01-406a-9ca7-0b4dfcfab8e3,95286,25,82,,,,1685550169.2807827,1685550172.3932765,1685550172.2923174,3.1124937534332275,3.0115346908569336
+update,slice,6f118951-0466-4fe0-abed-13dc87750d52,10019,2,5,3,2,2,1685550172.4033027,1685550174.9016154,1685550174.8511279,2.4983127117156982,2.4478251934051514
+update,slice,6f118951-0466-4fe0-abed-13dc87750d52,9145,2,5,3,0,1,1685550258.3883016,1685550260.77794,1685550260.7716677,2.3896384239196777,2.383366107940674
+update,slice,6f118951-0466-4fe0-abed-13dc87750d52,9380,2,5,3,1,0,1685550902.0402608,1685550904.4772363,1685550904.475886,2.4369754791259766,2.4356253147125244
+update,slice,6f118951-0466-4fe0-abed-13dc87750d52,10137,2,5,3,2,1,1685550998.8844302,1685551001.3424356,1685551001.3313286,2.458005428314209,2.4468984603881836
+update,slice,6f118951-0466-4fe0-abed-13dc87750d52,10553,2,5,3,1,0,1685551131.8331652,1685551134.3417783,1685551134.3358188,2.508613109588623,2.5026535987854004
+create,slice,c06e93c6-2b0c-4072-b85d-5fc3d9b0c57c,8128,2,5,3,2,0,1685550174.912401,1685550177.2944856,1685550177.291696,2.382084608078003,2.3792951107025146
+create,device,8b08d405-3a7d-41ca-9ff2-be1d6e56f80a,47972,6,46,,,,1685550177.3424664,1685550180.1794374,1685550180.1187463,2.8369710445404053,2.776279926300049
+update,device,eae2e076-cc7e-471e-b126-2fa4dbdeb4e0,15047,7,12,,,,1685550180.2024531,1685550182.721858,1685550182.7120342,2.519404888153076,2.5095810890197754
+create,link,284aff57-0ec0-4075-adbb-ea02a3ca4db8,741,2,,,,,1685550182.7223995,1685550184.962551,1685550184.961912,2.2401516437530518,2.2395124435424805
+update,link,aaafd56c-9bfd-4cfc-bac2-54ee9b3bd63a,741,2,,,,,1685550184.9634047,1685550187.2272053,1685550187.2208567,2.263800621032715,2.2574520111083984
+get,link,fff48345-6c85-40ed-b046-259c88a4fb63,741,2,,,,,1685550189.767346,1685550189.842692,,0.07534599304199219,
+get,link,fff48345-6c85-40ed-b046-259c88a4fb63,741,2,,,,,1685550325.0110857,1685550325.0869427,,0.07585692405700684,
+get,slice,7214273f-d6e2-45aa-8823-351e0fcbed0a,11601,2,5,3,2,1,1685550189.842916,1685550189.9880686,,0.14515256881713867,
+create,service,067d1016-4276-4748-9d7e-da23688878ba,10031,2,5,3,,,1685550190.0054202,1685550192.4594104,1685550192.450144,2.4539902210235596,2.4447238445281982
+delete,device,eae2e076-cc7e-471e-b126-2fa4dbdeb4e0,15047,7,12,,,,1685550192.4607303,1685550194.8627717,1685550194.861983,2.402041435241699,2.4012527465820312
+get,device,bb8ffa57-2e61-4710-8c9a-83fc3008a56c,38445,38,20,,,,1685550194.8640776,1685550195.1844933,,0.320415735244751,
+delete,slice,ed958540-eade-47ec-b6c6-dae77276e5f3,10018,2,5,3,1,1,1685550195.1872995,1685550197.5622098,1685550197.5633287,2.374910354614258,2.3760292530059814
+delete,service,6cff4c5f-a7bc-48fd-914f-51b9c29f7fa9,12014,2,5,3,,,1685550197.5628316,1685550199.9452746,1685550199.9422274,2.3824429512023926,2.3793957233428955
+get,service,84a4219f-235f-48d5-8e98-36b8676b2319,9909,2,5,3,,,1685550199.9454381,1685550200.0793972,,0.13395905494689941,
+get,service,84a4219f-235f-48d5-8e98-36b8676b2319,10530,2,5,3,,,1685550537.681865,1685550537.8163795,,0.13451457023620605,
+get,service,84a4219f-235f-48d5-8e98-36b8676b2319,10053,2,5,3,,,1685550976.5158894,1685550976.6455595,,0.1296701431274414,
+delete,link,76a35cdc-834d-49c9-a1eb-603a961c9162,741,2,,,,,1685550200.080069,1685550202.3742437,1685550202.3719797,2.2941746711730957,2.2919106483459473
+update,device,ee8073f2-5d01-406a-9ca7-0b4dfcfab8e3,66154,9,56,,,,1685550202.4340265,1685550205.315744,1685550205.2941267,2.8817174434661865,2.860100269317627
+create,link,a9b843d7-7e23-453c-bf8b-4d981c6e7d3c,741,2,,,,,1685550207.759504,1685550210.0080879,1685550210.006342,2.2485837936401367,2.246837854385376
+delete,device,8b08d405-3a7d-41ca-9ff2-be1d6e56f80a,47972,6,46,,,,1685550210.0090597,1685550212.6639042,1685550212.605429,2.6548445224761963,2.5963692665100098
+delete,slice,7214273f-d6e2-45aa-8823-351e0fcbed0a,11601,2,5,3,2,1,1685550212.6643367,1685550215.043399,1685550215.0409577,2.3790624141693115,2.3766210079193115
+create,device,99deb416-cc4c-431d-b6f4-49d259892872,95732,21,79,,,,1685550215.101761,1685550218.2435155,1685550218.1674168,3.141754388809204,3.0656557083129883
+get,device,99deb416-cc4c-431d-b6f4-49d259892872,95732,21,79,,,,1685550218.243655,1685550218.5725539,,0.32889890670776367,
+get,device,99deb416-cc4c-431d-b6f4-49d259892872,95732,21,79,,,,1685550263.292873,1685550263.555467,,0.26259398460388184,
+create,slice,d462c4e3-9ab0-41a3-9cb5-2f4416f50e65,9721,2,5,3,0,0,1685550218.579319,1685550221.0739424,1685550221.0460505,2.4946234226226807,2.466731548309326
+create,service,1fee4ddb-78ef-42e6-8e7a-b913007c4011,8881,2,5,3,,,1685550221.0822842,1685550223.4671912,1685550223.4605896,2.3849070072174072,2.378305435180664
+update,link,4a4deddd-f3ff-4487-8956-ba39c8b6fafc,741,2,,,,,1685550223.467518,1685550225.7129428,1685550225.7059965,2.245424747467041,2.238478422164917
+delete,link,52d1b497-6c09-408c-bb6e-07a58418aead,741,2,,,,,1685550225.715015,1685550227.9933808,1685550227.9930608,2.2783658504486084,2.278045892715454
+get,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550227.993473,1685550228.0641284,,0.07065534591674805,
+get,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550434.5582674,1685550434.6279397,,0.0696723461151123,
+get,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550467.4789872,1685550467.5527728,,0.07378554344177246,
+get,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550514.3067093,1685550514.3784351,,0.07172584533691406,
+get,slice,3c640fb4-1a1f-4bf6-9d33-c3a6c8419993,10568,2,5,3,1,1,1685550228.0643134,1685550228.1960623,,0.13174891471862793,
+get,slice,3c640fb4-1a1f-4bf6-9d33-c3a6c8419993,9956,2,5,3,2,1,1685550446.7107258,1685550446.8462982,,0.1355724334716797,
+get,service,5689b23d-36b6-49eb-9173-c1e02007dac8,9714,2,5,3,,,1685550228.1964562,1685550228.34504,,0.14858388900756836,
+get,service,5689b23d-36b6-49eb-9173-c1e02007dac8,8811,2,5,3,,,1685550641.2042625,1685550641.3330069,,0.12874436378479004,
+update,slice,3c640fb4-1a1f-4bf6-9d33-c3a6c8419993,9956,2,5,3,2,1,1685550228.3542352,1685550230.8489964,1685550230.8354566,2.4947612285614014,2.4812214374542236
+delete,service,0cda66d1-83b2-4ae6-bef8-015cb136fb5c,9568,2,5,3,,,1685550230.8517954,1685550233.213561,1685550233.211478,2.3617656230926514,2.359682559967041
+delete,slice,be100295-6b14-4273-80af-7d8b9f65deec,9037,2,5,3,1,0,1685550233.213926,1685550235.5737054,1685550235.5700798,2.3597793579101562,2.356153726577759
+delete,link,9d373797-5465-4a7b-8fe9-00a75eae2c05,741,2,,,,,1685550235.574009,1685550237.8218057,1685550237.8172266,2.2477967739105225,2.243217706680298
+update,service,c6f2cd89-0ec1-4409-a4f0-d9ddb9f3655c,9962,2,5,3,,,1685550237.8273149,1685550240.3096385,1685550240.2769473,2.48232364654541,2.449632406234741
+update,service,c6f2cd89-0ec1-4409-a4f0-d9ddb9f3655c,10447,2,5,3,,,1685550408.9422677,1685550411.4200249,1685550411.3796568,2.477757215499878,2.4373891353607178
+create,service,4cf798e2-733b-4a43-8d9a-4d2236c2edbf,9214,2,5,3,,,1685550240.32103,1685550242.7189922,1685550242.7120397,2.3979623317718506,2.39100980758667
+create,device,c596e0aa-a810-4b87-9228-565ffef37fd1,88067,21,78,,,,1685550242.7785892,1685550245.7852278,1685550245.678774,3.006638526916504,2.9001848697662354
+create,link,ca9a630c-8fad-4ad5-9738-65b9a713e836,741,2,,,,,1685550245.785796,1685550248.049346,1685550248.0435586,2.263550043106079,2.2577626705169678
+get,link,ca9a630c-8fad-4ad5-9738-65b9a713e836,741,2,,,,,1685550248.0494654,1685550248.123074,,0.0736086368560791,
+get,link,ca9a630c-8fad-4ad5-9738-65b9a713e836,741,2,,,,,1685550981.4709468,1685550981.539916,,0.0689692497253418,
+delete,device,42cd9de9-e7d3-49c2-b532-42eb0ca04f5e,24042,15,17,,,,1685550248.1247454,1685550250.5029905,1685550250.4941926,2.3782451152801514,2.3694472312927246
+update,device,36423e04-0f15-4df7-9998-cd920eae3d68,95382,6,84,,,,1685550252.825145,1685550255.9065087,1685550255.8290327,3.0813636779785156,3.00388765335083
+create,slice,8d03c0c9-548f-45ee-a67a-df52ebd76e09,10108,2,5,3,0,1,1685550255.9113464,1685550258.3815963,1685550258.3631613,2.470249891281128,2.451814889907837
+delete,service,1cda7680-7306-4b00-8e73-d1c799c716f5,9905,2,5,3,,,1685550260.7785318,1685550263.1423638,1685550263.1379075,2.3638319969177246,2.3593757152557373
+get,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,11488,2,5,3,2,1,1685550263.142525,1685550263.2860093,,0.14348435401916504,
+get,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10028,2,5,3,0,0,1685550628.632569,1685550628.8045468,,0.17197775840759277,
+get,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10028,2,5,3,0,0,1685550664.8977146,1685550665.0319076,,0.13419294357299805,
+get,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10028,2,5,3,0,0,1685551327.5652828,1685551327.7146575,,0.14937472343444824,
+get,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10028,2,5,3,0,0,1685551382.6503353,1685551382.780649,,0.13031363487243652,
+get,service,6ccddb88-8a57-44df-adac-9c677e1f5830,9697,2,5,3,,,1685550263.5575664,1685550263.635631,,0.0780646800994873,
+delete,slice,f14f5220-43df-4516-808d-9caf0b582057,12144,2,5,3,1,1,1685550263.636629,1685550266.0165672,1685550266.0118146,2.3799381256103516,2.375185489654541
+delete,link,1917ccef-baab-45f4-9a0f-ca7601628ccf,741,2,,,,,1685550266.0172536,1685550268.260554,1685550268.2599032,2.243300437927246,2.242649555206299
+create,slice,b19ee639-29c1-465c-a1be-6dccb456ee68,12393,2,5,3,2,0,1685550268.2748418,1685550270.7275798,1685550270.72247,2.452738046646118,2.4476282596588135
+create,service,f43c97f4-757e-4f9d-be38-f3a22963a4ba,9297,2,5,3,,,1685550270.7384784,1685550273.1803954,1685550273.1786284,2.4419169425964355,2.440150022506714
+get,slice,d462c4e3-9ab0-41a3-9cb5-2f4416f50e65,9721,2,5,3,0,0,1685550276.4161675,1685550276.549647,,0.13347959518432617,
+get,slice,d462c4e3-9ab0-41a3-9cb5-2f4416f50e65,9721,2,5,3,0,0,1685550576.3468034,1685550576.4845448,,0.1377413272857666,
+get,link,4a4deddd-f3ff-4487-8956-ba39c8b6fafc,741,2,,,,,1685550276.5498853,1685550276.623524,,0.0736386775970459,
+get,service,15163e30-c7e0-412b-8b3b-4063d5744989,7653,2,5,3,,,1685550276.6236594,1685550276.7096956,,0.08603620529174805,
+create,link,aa9a1963-99a7-4ac4-a548-8c45a89f302c,741,2,,,,,1685550276.71596,1685550278.9569526,1685550278.9533687,2.240992546081543,2.2374086380004883
+update,link,a9b843d7-7e23-453c-bf8b-4d981c6e7d3c,741,2,,,,,1685550278.9572778,1685550281.2047875,1685550281.1991687,2.247509717941284,2.2418909072875977
+delete,device,86045427-6a11-4cb5-8655-782a9d0c1f55,23648,19,15,,,,1685550281.206526,1685550283.632708,1685550283.6235454,2.4261820316314697,2.4170193672180176
+update,service,067d1016-4276-4748-9d7e-da23688878ba,10266,2,5,3,,,1685550283.643262,1685550286.1034105,1685550286.0824344,2.460148572921753,2.4391725063323975
+update,service,067d1016-4276-4748-9d7e-da23688878ba,10370,2,5,3,,,1685550378.1151514,1685550380.562665,1685550380.5587316,2.4475135803222656,2.443580150604248
+update,slice,b0370781-5334-48f8-bdcc-780f8e6c6dba,10993,2,5,3,2,2,1685550286.116683,1685550288.6100502,1685550288.579511,2.4933671951293945,2.4628279209136963
+delete,service,7e1cc175-5c72-415e-b849-2ddbff0444cb,7940,2,5,3,,,1685550288.6124334,1685550290.9158983,1685550290.915552,2.303464889526367,2.3031184673309326
+create,device,5d5861dc-c4ca-4d9d-a364-b13fcc3da64e,35782,5,33,,,,1685550290.9526813,1685550293.6897957,1685550293.601494,2.737114429473877,2.648812770843506
+get,device,3602de03-cdac-4107-83b1-042c2f9216f2,108179,21,92,,,,1685550293.6899166,1685550294.0546188,,0.3647022247314453,
+get,link,a9b843d7-7e23-453c-bf8b-4d981c6e7d3c,741,2,,,,,1685550294.0561802,1685550294.128833,,0.07265281677246094,
+delete,device,3602de03-cdac-4107-83b1-042c2f9216f2,108179,21,92,,,,1685550294.1354098,1685550296.9144566,1685550296.8980289,2.7790467739105225,2.7626190185546875
+update,device,bb8ffa57-2e61-4710-8c9a-83fc3008a56c,118562,32,98,,,,1685550297.0301101,1685550300.3233423,1685550300.308762,3.2932322025299072,3.2786519527435303
+update,device,bb8ffa57-2e61-4710-8c9a-83fc3008a56c,41188,7,33,,,,1685550810.9227884,1685550813.6696036,1685550813.6549132,2.7468152046203613,2.7321248054504395
+create,slice,cf4c4c82-8728-4121-adf6-d66926603cbe,10589,2,5,3,1,2,1685550300.3353002,1685550302.8402987,1685550302.836117,2.5049984455108643,2.500816822052002
+create,service,28b41cb0-1a2c-4bfd-8351-0d2e8b8b3c61,8776,2,5,3,,,1685550302.8521,1685550305.315764,1685550305.311317,2.4636640548706055,2.459217071533203
+create,link,ef571839-bf44-494f-ab2e-c174d45d7be8,741,2,,,,,1685550305.3163998,1685550307.5657425,1685550307.5613973,2.249342679977417,2.244997501373291
+delete,slice,593b0301-821e-434e-b403-2b92dcf5a8c1,9191,2,5,3,2,1,1685550307.5664876,1685550309.93008,1685550309.9297,2.3635923862457275,2.3632123470306396
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+delete,service,77fb7962-9d1f-4d1a-8b8d-302302e19d95,9156,2,5,3,,,1685550314.6144328,1685550316.9855075,1685550316.9847693,2.371074676513672,2.3703365325927734
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+delete,service,6ccddb88-8a57-44df-adac-9c677e1f5830,9697,2,5,3,,,1685550337.2913,1685550339.6595361,1685550339.65211,2.3682360649108887,2.3608100414276123
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+update,service,84a4219f-235f-48d5-8e98-36b8676b2319,10271,2,5,3,,,1685551443.2201245,1685551445.6598728,1685551445.6582139,2.4397482872009277,2.438089370727539
+update,service,84a4219f-235f-48d5-8e98-36b8676b2319,9749,2,5,3,,,1685551504.5225418,1685551507.0313246,1685551506.9698813,2.5087828636169434,2.4473395347595215
+update,service,84a4219f-235f-48d5-8e98-36b8676b2319,10436,2,5,3,,,1685551534.920186,1685551537.3692672,1685551537.355651,2.4490811824798584,2.435464859008789
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+update,device,b8a29228-6901-4de5-86d6-4b654ec360d7,87352,10,83,,,,1685550372.6598134,1685550375.8663957,1685550375.8068447,3.2065823078155518,3.147031307220459
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+delete,device,36423e04-0f15-4df7-9998-cd920eae3d68,95382,6,84,,,,1685550388.0761395,1685550390.857814,1685550390.8237884,2.78167462348938,2.7476489543914795
+delete,service,73b9d2e8-ce76-4e2b-baad-58294f62a891,10075,2,5,3,,,1685550390.858399,1685550393.2402112,1685550393.2342193,2.381812334060669,2.3758203983306885
+get,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,12134,2,5,3,1,0,1685550393.2403018,1685550393.3808572,,0.14055538177490234,
+get,slice,1881e59c-a5e9-4039-9d62-f6e738e13081,8324,2,5,3,1,0,1685551787.3192759,1685551787.4526258,,0.13334989547729492,
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+delete,link,50a0aedf-31d7-4e5a-9c8e-0c4554999141,741,2,,,,,1685550403.7168143,1685550405.9988961,1685550406.0008411,2.2820818424224854,2.284026861190796
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+get,service,1c96b51c-6854-4198-9911-9044e0362420,8966,2,5,3,,,1685551249.625646,1685551249.7564323,,0.13078618049621582,
+get,service,1c96b51c-6854-4198-9911-9044e0362420,8966,2,5,3,,,1685551338.1325896,1685551338.2636228,,0.13103318214416504,
+get,service,1c96b51c-6854-4198-9911-9044e0362420,8966,2,5,3,,,1685551617.1008494,1685551617.2307167,,0.1298673152923584,
+update,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,12602,2,5,3,2,1,1685550406.1486647,1685550408.6131773,1685550408.6053162,2.464512586593628,2.456651449203491
+update,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,10403,2,5,3,0,2,1685551559.7114034,1685551562.243797,1685551562.1723835,2.53239369392395,2.460980176925659
+get,device,5ee8f843-6ea1-48f9-a2ed-fb784a22c936,95927,12,86,,,,1685550408.6132607,1685550408.9372394,,0.3239786624908447,
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+get,link,7e07cff2-e2a0-4710-a591-a379d0394e8a,741,2,,,,,1685550413.8794851,1685550413.9643085,,0.0848233699798584,
+get,link,7e07cff2-e2a0-4710-a591-a379d0394e8a,741,2,,,,,1685550560.1132417,1685550560.1847064,,0.07146477699279785,
+get,link,7e07cff2-e2a0-4710-a591-a379d0394e8a,741,2,,,,,1685551058.386273,1685551058.4550903,,0.0688173770904541,
+get,link,7e07cff2-e2a0-4710-a591-a379d0394e8a,741,2,,,,,1685551385.4120762,1685551385.527852,,0.11577582359313965,
+get,device,b7f8ac37-728f-4cfa-9410-7368e3362b47,46185,44,27,,,,1685550416.2033257,1685550416.4973128,,0.2939870357513428,
+update,service,5689b23d-36b6-49eb-9173-c1e02007dac8,11526,2,5,3,,,1685550416.509656,1685550418.9600124,1685550418.9658504,2.4503564834594727,2.4561944007873535
+update,service,5689b23d-36b6-49eb-9173-c1e02007dac8,8811,2,5,3,,,1685550487.172153,1685550489.568455,1685550489.5626273,2.3963019847869873,2.390474319458008
+update,service,5689b23d-36b6-49eb-9173-c1e02007dac8,10015,2,5,3,,,1685550723.4660854,1685550725.920281,1685550725.918586,2.454195499420166,2.452500581741333
+update,service,5689b23d-36b6-49eb-9173-c1e02007dac8,9216,2,5,3,,,1685550816.048672,1685550818.4950573,1685550818.4354737,2.446385383605957,2.3868017196655273
+delete,link,20643d31-7ca0-4490-aff3-84e3dad48d43,741,2,,,,,1685550422.3310866,1685550424.5822027,1685550424.5796087,2.2511160373687744,2.2485220432281494
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+delete,device,42aa7d03-0f2b-45e6-b994-437b9d20665f,83956,41,58,,,,1685550429.4400558,1685550432.1454666,1685550432.1299527,2.7054107189178467,2.689896821975708
+delete,service,067d1016-4276-4748-9d7e-da23688878ba,10370,2,5,3,,,1685550432.147278,1685550434.5581682,1685550434.5046895,2.4108901023864746,2.3574113845825195
+get,slice,28cc7068-2a31-4369-b4ce-588da65eb720,10734,2,5,3,0,1,1685550434.6281059,1685550434.7614787,,0.13337278366088867,
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+delete,slice,8d03c0c9-548f-45ee-a67a-df52ebd76e09,10108,2,5,3,0,1,1685550434.7619572,1685550437.1305072,1685550437.1239307,2.3685500621795654,2.361973524093628
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+update,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,9274,2,5,3,2,0,1685550439.6083097,1685550442.0028746,1685550441.9932015,2.3945648670196533,2.3848917484283447
+update,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10028,2,5,3,0,0,1685550504.8089159,1685550507.307884,1685550507.259943,2.4989681243896484,2.4510271549224854
+update,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10466,2,5,3,1,1,1685551453.4828935,1685551455.9329088,1685551455.9279323,2.4500153064727783,2.4450387954711914
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+delete,link,80b370ea-cda3-4b0d-a774-62d4e35830c5,741,2,,,,,1685550451.7789474,1685550454.0279782,1685550454.0273414,2.249030828475952,2.248394012451172
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+get,slice,4a316935-9f81-40e2-8878-37199401e6dd,10978,2,5,3,2,2,1685551141.5355718,1685551141.6670382,,0.13146638870239258,
+update,service,08a939f5-96c5-4cf5-9600-8dda7db9540b,10391,2,5,3,,,1685550858.662921,1685550861.1192496,1685550861.102622,2.4563286304473877,2.4397010803222656
+update,service,08a939f5-96c5-4cf5-9600-8dda7db9540b,8674,2,5,3,,,1685550916.7887435,1685550919.1680152,1685550919.159095,2.3792717456817627,2.370351552963257
+delete,slice,9b0563cd-1737-4239-b53c-d6056bcb784a,9723,2,5,3,1,0,1685550861.2583623,1685550863.6305175,1685550863.6206071,2.37215518951416,2.3622448444366455
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+get,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,99114,47,72,,,,1685550870.8023138,1685550871.1645849,,0.3622710704803467,
+get,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,114084,25,96,,,,1685550986.2833164,1685550986.6240644,,0.3407480716705322,
+get,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,64059,3,54,,,,1685551397.85704,1685551398.1359715,,0.2789316177368164,
+delete,link,dfedf91f-272e-4381-8d43-406b1740cc43,741,2,,,,,1685550871.166486,1685550873.4563992,1685550873.4558418,2.2899131774902344,2.289355754852295
+delete,slice,1b236860-168e-43cb-8d8f-496ef0fbd406,9511,2,5,3,2,2,1685550873.4572568,1685550875.881459,1685550875.8853364,2.4242022037506104,2.428079605102539
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+delete,device,3c8527a8-5acb-4e19-8676-4dbbd660bfec,25242,24,13,,,,1685550878.3233395,1685550880.7466938,1685550880.7463064,2.423354387283325,2.422966957092285
+update,slice,3a0a64c6-88ef-4d25-ac3b-b57daf8b18ad,9795,2,5,3,1,0,1685550880.8891506,1685550883.38487,1685550883.3356519,2.4957194328308105,2.4465012550354004
+update,slice,3a0a64c6-88ef-4d25-ac3b-b57daf8b18ad,9218,2,5,3,0,1,1685551426.1523223,1685551428.5482206,1685551428.5436733,2.3958983421325684,2.3913509845733643
+create,device,329e4372-2a63-40b9-8648-33a673ab8362,59081,5,51,,,,1685550883.7615433,1685550886.7688468,1685550886.7501454,3.007303476333618,2.9886021614074707
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+delete,service,e7f4fc97-2269-4126-ac29-7f1deaef6ba3,8386,2,5,3,,,1685550899.6511865,1685550901.9617484,1685550901.9614358,2.3105618953704834,2.3102493286132812
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+delete,device,f15d57b7-63fd-4b59-bd16-a110bc44f717,95148,31,83,,,,1685550906.7354915,1685550909.5485709,1685550909.4850724,2.813079357147217,2.7495808601379395
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+delete,service,95f692eb-224d-4449-8645-8db2cf3764dc,8949,2,5,3,,,1685550911.9513798,1685550914.3072245,1685550914.3065298,2.355844736099243,2.355149984359741
+delete,link,fff48345-6c85-40ed-b046-259c88a4fb63,741,2,,,,,1685550914.4975133,1685550916.7840223,1685550916.77948,2.2865090370178223,2.2819666862487793
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+update,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,114084,25,96,,,,1685550922.2667,1685550925.561996,1685550925.5545716,3.2952959537506104,3.2878715991973877
+update,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,64059,3,54,,,,1685551190.388989,1685551193.2515507,1685551193.247967,2.8625617027282715,2.858978033065796
+delete,slice,62afe33a-9786-43b2-9b9a-80c4cc00a711,11399,2,5,3,2,1,1685550925.565504,1685550927.951958,1685550927.9486449,2.386453866958618,2.383140802383423
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+delete,service,1fe7c3a8-93de-4481-9602-c0f5261ee936,9672,2,5,3,,,1685550932.75259,1685550935.117807,1685550935.1141288,2.3652169704437256,2.361538887023926
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+delete,link,31947184-fd3c-4271-87db-e3de76037fa3,741,2,,,,,1685550937.6081529,1685550939.8965764,1685550939.8899484,2.288423538208008,2.2817955017089844
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+delete,device,96369cd2-50cd-41d3-8979-84b89599fc9a,63786,39,44,,,,1685550945.3017452,1685550947.9122968,1685550947.847642,2.610551595687866,2.5458967685699463
+create,service,eb94453c-25bf-42ad-844c-f1efe9d0a328,9721,2,5,3,,,1685550947.9198942,1685550950.3622093,1685550950.3527198,2.442315101623535,2.4328255653381348
+create,link,8f75d465-e88a-43dd-b4ee-47acb3f4a513,741,2,,,,,1685550950.362541,1685550952.608815,1685550952.60839,2.246273994445801,2.245849132537842
+get,device,0284f7fc-e39c-4a2d-b9b2-709bc0e64055,13819,24,4,,,,1685550952.7470975,1685550952.8277106,,0.0806131362915039,
+get,device,0284f7fc-e39c-4a2d-b9b2-709bc0e64055,13819,24,4,,,,1685551021.303758,1685551021.4972355,,0.19347763061523438,
+delete,slice,29b61621-7a69-4d6d-840a-d46afcc736c8,9034,2,5,3,1,2,1685550957.7528694,1685550960.2024493,1685550960.197195,2.449579954147339,2.4443256855010986
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+update,slice,b896872d-ef15-4dbb-8543-b62da06a338c,10854,2,5,3,1,1,1685551304.8268924,1685551307.2846456,1685551307.2748528,2.4577531814575195,2.447960376739502
+get,slice,b19ee639-29c1-465c-a1be-6dccb456ee68,12393,2,5,3,2,0,1685550962.662619,1685550962.7953198,,0.13270068168640137,
+get,slice,b19ee639-29c1-465c-a1be-6dccb456ee68,12393,2,5,3,2,0,1685551060.8527625,1685551061.0253074,,0.1725449562072754,
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+delete,slice,50ac303c-ff60-4178-9fe8-0f14f490e8fb,10810,2,5,3,1,1,1685550976.6462672,1685550979.0186455,1685550979.0128462,2.372378349304199,2.366579055786133
+create,service,62890510-9312-4e39-96df-77f1427baf2d,10265,2,5,3,,,1685550979.0233107,1685550981.470845,1685550981.4615896,2.4475343227386475,2.438278913497925
+delete,service,f43c97f4-757e-4f9d-be38-f3a22963a4ba,10557,2,5,3,,,1685550981.540304,1685550983.90455,1685550983.9054427,2.364246129989624,2.3651387691497803
+create,link,f3030e24-e690-4576-a998-e8cfdaa80ce2,741,2,,,,,1685550984.0387266,1685550986.2832503,1685550986.2834797,2.244523763656616,2.244753122329712
+update,link,aa9a1963-99a7-4ac4-a548-8c45a89f302c,741,2,,,,,1685550986.625225,1685550988.8642964,1685550988.8569198,2.2390713691711426,2.2316946983337402
+create,slice,ebc7e640-262c-4ff8-8d45-ce9c8186c03b,9828,2,5,3,2,1,1685550988.8743546,1685550991.3320835,1685550991.3222592,2.457728862762451,2.447904586791992
+delete,link,85bc0dde-646f-44b7-bd87-84e6a930d49b,741,2,,,,,1685550991.333661,1685550993.5832486,1685550993.5826514,2.2495875358581543,2.248990297317505
+create,link,ab0a2537-843e-4791-bb67-4cfae09223dc,741,2,,,,,1685550993.5839627,1685550995.8374188,1685550995.8327074,2.2534561157226562,2.2487447261810303
+update,service,4cf798e2-733b-4a43-8d9a-4d2236c2edbf,9194,2,5,3,,,1685551001.3514009,1685551003.7315335,1685551003.7224734,2.3801326751708984,2.37107253074646
+update,service,4cf798e2-733b-4a43-8d9a-4d2236c2edbf,9122,2,5,3,,,1685551096.3234808,1685551098.7218301,1685551098.7161493,2.3983492851257324,2.3926684856414795
+update,service,4cf798e2-733b-4a43-8d9a-4d2236c2edbf,9508,2,5,3,,,1685551149.1677687,1685551151.609072,1685551151.6052842,2.441303253173828,2.4375154972076416
+create,slice,e42f303b-aeb8-4bbf-8c50-0bb86f9053c1,9546,2,5,3,1,0,1685551003.738771,1685551006.1783211,1685551006.178071,2.4395501613616943,2.439300060272217
+get,link,34c2418f-1f3b-4baf-b418-7572992d4e00,741,2,,,,,1685551006.30991,1685551006.3784945,,0.06858444213867188,
+get,link,34c2418f-1f3b-4baf-b418-7572992d4e00,741,2,,,,,1685551461.6777935,1685551461.7487319,,0.0709383487701416,
+create,service,aec0c495-d56f-4212-8801-e192a345fdae,9117,2,5,3,,,1685551006.385923,1685551008.7821834,1685551008.7733493,2.3962604999542236,2.3874263763427734
+delete,slice,5b2a4a62-41e2-4b9a-a314-4b1198dead8e,10467,2,5,3,2,2,1685551008.7828288,1685551011.1575563,1685551011.1520987,2.374727487564087,2.369269847869873
+get,service,fcc06dc3-937d-498a-a486-2a4418ef58eb,7961,2,5,3,,,1685551011.1598551,1685551011.293484,,0.13362884521484375,
+delete,service,e8fa19fc-b095-4669-a5b4-f2bbb734986e,9770,2,5,3,,,1685551013.5245783,1685551015.8927705,1685551015.8892787,2.368192195892334,2.3647003173828125
+delete,link,ca9a630c-8fad-4ad5-9738-65b9a713e836,741,2,,,,,1685551015.89307,1685551018.12986,1685551018.1293013,2.2367899417877197,2.2362313270568848
+create,device,b38995b6-19c0-41ad-9a1c-911ecbb444d4,102470,43,79,,,,1685551018.1799223,1685551021.302297,1685551021.290002,3.1223747730255127,3.110079765319824
+delete,device,99c37cd3-fe36-477a-ae37-50a84b7152d7,24497,38,9,,,,1685551021.4998996,1685551023.8911805,1685551023.8884883,2.3912808895111084,2.3885886669158936
+create,service,121fde2b-12b1-492d-bed7-8551ff80fc5a,7374,2,5,3,,,1685551023.8964148,1685551026.3442597,1685551026.3275943,2.447844982147217,2.4311795234680176
+get,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,32267,41,14,,,,1685551028.5951562,1685551028.799315,,0.20415878295898438,
+get,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,24989,14,18,,,,1685551428.683118,1685551428.8245769,,0.14145874977111816,
+get,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,12602,2,5,3,2,1,1685551028.8039951,1685551028.8862698,,0.0822746753692627,
+get,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,12602,2,5,3,2,1,1685551111.3892446,1685551111.5272472,,0.13800263404846191,
+get,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,12602,2,5,3,2,1,1685551416.1608799,1685551416.3036513,,0.14277148246765137,
+delete,link,f3030e24-e690-4576-a998-e8cfdaa80ce2,741,2,,,,,1685551028.8866866,1685551031.1678493,1685551031.1651049,2.281162738800049,2.2784183025360107
+delete,service,eb94453c-25bf-42ad-844c-f1efe9d0a328,9721,2,5,3,,,1685551031.1686692,1685551033.5381463,1685551033.537972,2.3694770336151123,2.369302749633789
+delete,device,b38995b6-19c0-41ad-9a1c-911ecbb444d4,102470,43,79,,,,1685551033.541072,1685551036.2581127,1685551036.2364743,2.717040777206421,2.6954023838043213
+delete,slice,e13fa9b6-2d18-411e-9c14-c61cb0a1ace5,8894,2,5,3,2,2,1685551036.2586908,1685551038.6314108,1685551038.6242833,2.3727200031280518,2.3655924797058105
+create,slice,97c0691f-9e69-4798-8fb2-65f6802f1d1d,10534,2,5,3,1,2,1685551038.6381063,1685551041.0671263,1685551041.068146,2.4290199279785156,2.430039644241333
+create,link,1d1776dc-20d8-4a6e-a768-edba25c7f31d,741,2,,,,,1685551041.0677094,1685551043.314553,1685551043.3101616,2.2468435764312744,2.2424521446228027
+get,service,5e9d65a0-e8b9-4162-b33e-7ad92278ef09,8910,2,5,3,,,1685551045.8351371,1685551045.971631,,0.13649392127990723,
+update,service,1f9516ef-3cd2-491b-b8b8-e89745848e31,8226,2,5,3,,,1685551045.9787302,1685551048.3754191,1685551048.3564274,2.396688938140869,2.377697229385376
+update,service,1f9516ef-3cd2-491b-b8b8-e89745848e31,9490,2,5,3,,,1685551320.127594,1685551322.5832272,1685551322.5704136,2.4556331634521484,2.442819595336914
+create,device,29307113-40ef-4c18-9868-4efc15177df9,21494,24,11,,,,1685551048.4586852,1685551051.0082095,1685551050.992612,2.5495243072509766,2.5339267253875732
+update,device,0284f7fc-e39c-4a2d-b9b2-709bc0e64055,29417,19,19,,,,1685551051.0370154,1685551053.688657,1685551053.6770601,2.651641607284546,2.640044689178467
+update,device,0284f7fc-e39c-4a2d-b9b2-709bc0e64055,56537,46,32,,,,1685551141.7007034,1685551144.6188674,1685551144.5658343,2.918164014816284,2.86513090133667
+update,device,0284f7fc-e39c-4a2d-b9b2-709bc0e64055,77204,21,61,,,,1685551279.302443,1685551282.234411,1685551282.2067614,2.9319679737091064,2.904318332672119
+create,service,d4181362-0dc9-4ca8-b41a-06f9db25b4c9,7102,2,5,3,,,1685551053.6947224,1685551056.074875,1685551056.0680432,2.380152702331543,2.3733208179473877
+delete,service,d4181362-0dc9-4ca8-b41a-06f9db25b4c9,7102,2,5,3,,,1685551056.0752864,1685551058.3847814,1685551058.3828704,2.309494972229004,2.307584047317505
+delete,link,765a5057-1406-4923-947d-1a7239f41c1b,741,2,,,,,1685551058.455322,1685551060.7188358,1685551060.7176023,2.2635138034820557,2.262280225753784
+get,service,9d4c6848-4b70-48a5-a6d8-78c09acd1770,7316,2,5,3,,,1685551060.7189264,1685551060.8525856,,0.13365912437438965,
+get,service,9d4c6848-4b70-48a5-a6d8-78c09acd1770,7316,2,5,3,,,1685551175.5684237,1685551175.707238,,0.13881421089172363,
+get,service,9d4c6848-4b70-48a5-a6d8-78c09acd1770,7316,2,5,3,,,1685551215.9057274,1685551216.039598,,0.13387060165405273,
+create,device,4c1bee88-fe05-4485-8e2a-e60f7889e7d7,113699,15,92,,,,1685551061.0801363,1685551064.2963126,1685551064.2389219,3.2161762714385986,3.158785581588745
+delete,slice,1cf5478b-ec90-499a-95a2-9fad913699ed,12087,2,5,3,2,2,1685551064.2982018,1685551066.698657,1685551066.693293,2.4004552364349365,2.3950912952423096
+create,slice,ed2d612d-ad79-4799-aab7-834fee76f306,7799,2,5,3,1,0,1685551066.7029934,1685551069.1012933,1685551069.0907578,2.3982999324798584,2.3877644538879395
+create,link,ab43712d-900f-488c-ac48-880395bf52dc,741,2,,,,,1685551069.1019754,1685551071.3483343,1685551071.3473647,2.246358871459961,2.245389223098755
+update,link,610fb821-120d-4846-a650-194e83c8222a,741,2,,,,,1685551073.7465882,1685551075.9869976,1685551075.9862165,2.2404093742370605,2.239628314971924
+get,device,b8a29228-6901-4de5-86d6-4b654ec360d7,87352,10,83,,,,1685551075.9888792,1685551076.3187118,,0.3298325538635254,
+get,device,b8a29228-6901-4de5-86d6-4b654ec360d7,87352,10,83,,,,1685551685.3283052,1685551685.6653576,,0.3370523452758789,
+update,device,1eac13ad-7dd5-4521-82cc-e545763ff9bf,6330,8,3,,,,1685551076.3222632,1685551078.7130702,1685551078.7121944,2.3908069133758545,2.3899312019348145
+delete,device,c596e0aa-a810-4b87-9228-565ffef37fd1,51041,24,42,,,,1685551078.7181509,1685551081.2907887,1685551081.2791078,2.5726377964019775,2.5609569549560547
+update,slice,e42f303b-aeb8-4bbf-8c50-0bb86f9053c1,12241,2,5,3,2,0,1685551081.2985935,1685551083.7617385,1685551083.7515178,2.4631450176239014,2.4529242515563965
+delete,service,fcc06dc3-937d-498a-a486-2a4418ef58eb,7961,2,5,3,,,1685551083.7622745,1685551086.062819,1685551086.0593507,2.300544500350952,2.2970762252807617
+create,slice,bb5a8ae3-8749-4939-97b8-5f680f05fb46,9655,2,5,3,2,0,1685551086.0710185,1685551088.581565,1685551088.536543,2.5105464458465576,2.465524435043335
+update,slice,4a316935-9f81-40e2-8878-37199401e6dd,10978,2,5,3,2,2,1685551088.5882127,1685551091.0378366,1685551091.047471,2.4496238231658936,2.4592583179473877
+create,device,c9df9a12-949c-4fd0-bb96-718a179dbb7b,77722,10,69,,,,1685551091.095762,1685551094.0755339,1685551094.0409744,2.979771852493286,2.9452123641967773
+update,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685551094.075942,1685551096.318223,1685551096.3134317,2.242280960083008,2.237489700317383
+update,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685551390.5811176,1685551392.8361735,1685551392.825276,2.2550559043884277,2.2441582679748535
+update,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685551487.0917053,1685551489.3387525,1685551489.3385303,2.247047185897827,2.2468249797821045
+update,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685551606.7098973,1685551608.991131,1685551608.944087,2.281233787536621,2.234189748764038
+get,service,121fde2b-12b1-492d-bed7-8551ff80fc5a,7374,2,5,3,,,1685551098.7238996,1685551098.851284,,0.12738442420959473,
+get,service,121fde2b-12b1-492d-bed7-8551ff80fc5a,7374,2,5,3,,,1685551168.0339608,1685551168.169178,,0.13521718978881836,
+create,link,edf1bb76-a88d-4d01-8fd2-4fbfe5b7d4b1,741,2,,,,,1685551098.851918,1685551101.0909758,1685551101.0882342,2.239057779312134,2.236316204071045
+create,service,9f96269c-7083-410f-bc64-0cacfc81c168,10158,2,5,3,,,1685551101.0983913,1685551103.5484116,1685551103.536364,2.4500203132629395,2.4379727840423584
+update,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,101555,33,83,,,,1685551103.599949,1685551106.6888504,1685551106.6594923,3.0889015197753906,3.0595433712005615
+update,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,24989,14,18,,,,1685551324.967153,1685551327.5649948,1685551327.5497906,2.597841739654541,2.5826375484466553
+update,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,35775,41,17,,,,1685551576.1691024,1685551578.916384,1685551578.850844,2.747281551361084,2.68174147605896
+update,device,e5e07f20-e201-42c1-a0f3-664fa4b37c3c,53508,8,48,,,,1685551771.8049657,1685551774.8310966,1685551774.7745793,3.0261309146881104,2.969613552093506
+delete,link,d271bc58-52fb-425d-8802-2f97d0dd0354,741,2,,,,,1685551106.6893628,1685551108.9582365,1685551108.952597,2.268873691558838,2.2632341384887695
+get,link,e3fa60ea-e185-4563-ad59-0a42b4858aaf,741,2,,,,,1685551108.9591107,1685551109.0346596,,0.07554888725280762,
+delete,slice,ebc7e640-262c-4ff8-8d45-ce9c8186c03b,9828,2,5,3,2,1,1685551109.0350494,1685551111.3891165,1685551111.388523,2.354067087173462,2.353473663330078
+delete,device,1eac13ad-7dd5-4521-82cc-e545763ff9bf,6330,8,3,,,,1685551111.5288866,1685551113.8660412,1685551113.865654,2.3371546268463135,2.3367674350738525
+delete,device,6714973a-47d2-42ea-b3ae-d534417ef4a1,71122,31,52,,,,1685551114.150065,1685551116.801233,1685551116.7788608,2.65116810798645,2.628795862197876
+delete,link,e3fa60ea-e185-4563-ad59-0a42b4858aaf,741,2,,,,,1685551116.8016555,1685551119.0347202,1685551119.031394,2.233064651489258,2.229738473892212
+create,device,33089993-aeef-4d8c-ad60-5189a221e9f8,87416,17,75,,,,1685551119.074919,1685551122.0522056,1685551122.0247648,2.9772865772247314,2.949845790863037
+delete,slice,97c0691f-9e69-4798-8fb2-65f6802f1d1d,10534,2,5,3,1,2,1685551122.052588,1685551124.4228058,1685551124.4226174,2.370217800140381,2.3700294494628906
+create,link,474fe471-5d27-4b7b-9cb1-e8295ed7ec95,741,2,,,,,1685551124.6793075,1685551126.9135673,1685551126.913234,2.234259843826294,2.23392653465271
+update,link,474fe471-5d27-4b7b-9cb1-e8295ed7ec95,741,2,,,,,1685551127.0482147,1685551129.2998757,1685551129.2938302,2.2516610622406006,2.2456154823303223
+update,link,474fe471-5d27-4b7b-9cb1-e8295ed7ec95,741,2,,,,,1685551343.1246603,1685551345.3745406,1685551345.3742745,2.249880313873291,2.2496142387390137
+update,link,474fe471-5d27-4b7b-9cb1-e8295ed7ec95,741,2,,,,,1685551726.857911,1685551729.102966,1685551729.1035395,2.2450549602508545,2.2456283569335938
+create,service,041f8439-8b83-4ec1-a095-05c3fde21822,11513,2,5,3,,,1685551129.310697,1685551131.757018,1685551131.746283,2.4463210105895996,2.4355859756469727
+get,link,474fe471-5d27-4b7b-9cb1-e8295ed7ec95,741,2,,,,,1685551131.7571328,1685551131.8260236,,0.06889081001281738,
+delete,service,b20eeba9-3a19-4130-b0a7-13f1520790c6,10456,2,5,3,,,1685551134.342288,1685551136.6928432,1685551136.692328,2.350555181503296,2.3500399589538574
+create,slice,1f43294e-5952-4538-9073-9c9b1fcb1390,12182,2,5,3,2,0,1685551136.707601,1685551139.156556,1685551139.1492457,2.4489548206329346,2.4416446685791016
+update,link,ab43712d-900f-488c-ac48-880395bf52dc,741,2,,,,,1685551144.6201327,1685551146.864299,1685551146.8593445,2.244166374206543,2.2392117977142334
+delete,link,ab0a2537-843e-4791-bb67-4cfae09223dc,741,2,,,,,1685551146.8644767,1685551149.1518836,1685551149.1487336,2.2874069213867188,2.284256935119629
+create,link,afb6d250-a98a-4088-bcd5-63bea1e13123,741,2,,,,,1685551151.6820338,1685551153.9756095,1685551153.9255483,2.2935757637023926,2.2435145378112793
+get,device,a56a75be-fe66-4688-9fc7-91b60a51ef2a,67573,13,59,,,,1685551153.975702,1685551154.2987778,,0.3230757713317871,
+create,device,376c39c4-9d47-40a8-b998-79c9c82ea21e,55992,7,49,,,,1685551154.3253698,1685551157.2650995,1685551157.216328,2.939729690551758,2.890958070755005
+create,slice,ef71a6d9-f2b1-48d1-885a-1502b7b10add,10357,2,5,3,1,1,1685551157.2704248,1685551159.7234683,1685551159.7073457,2.4530434608459473,2.4369208812713623
+delete,service,aec0c495-d56f-4212-8801-e192a345fdae,9117,2,5,3,,,1685551159.7240422,1685551162.0885694,1685551162.086151,2.3645272254943848,2.3621087074279785
+update,device,1d03df33-0ddb-4aff-82e3-622ecd9c8e40,109041,36,85,,,,1685551162.1503305,1685551165.3201864,1685551165.2788942,3.169855833053589,3.128563642501831
+delete,device,af25e5f0-f8b9-4ca8-85bf-4e829b7f425f,110912,14,94,,,,1685551165.3242235,1685551168.0332582,1685551168.0234919,2.7090346813201904,2.699268341064453
+delete,slice,1f43294e-5952-4538-9073-9c9b1fcb1390,12182,2,5,3,2,0,1685551170.6155791,1685551173.0285428,1685551173.028203,2.412963628768921,2.412623882293701
+get,slice,3a0a64c6-88ef-4d25-ac3b-b57daf8b18ad,9795,2,5,3,1,0,1685551173.030902,1685551173.1619985,,0.13109660148620605,
+get,slice,3a0a64c6-88ef-4d25-ac3b-b57daf8b18ad,9795,2,5,3,1,0,1685551352.5497074,1685551352.6810014,,0.13129401206970215,
+create,service,933510c4-fb08-46d3-9600-7a28e228b8d5,8241,2,5,3,,,1685551173.1667125,1685551175.5683215,1685551175.5525565,2.401608943939209,2.3858439922332764
+delete,service,491ad418-1d73-4876-999c-de4920311f14,8225,2,5,3,,,1685551175.7079546,1685551178.014199,1685551178.0138419,2.306244373321533,2.305887222290039
+delete,link,afb6d250-a98a-4088-bcd5-63bea1e13123,741,2,,,,,1685551178.0145624,1685551180.25144,1685551180.246041,2.236877679824829,2.231478691101074
+create,slice,cf38d9ce-7eb4-4074-aa11-a5443d596f72,10439,2,5,3,1,1,1685551180.257205,1685551182.7112312,1685551182.6993806,2.454026222229004,2.4421756267547607
+update,service,681e1b10-7724-40b8-a396-916e7359b7cd,10397,2,5,3,,,1685551182.7246606,1685551185.1710958,1685551185.1658485,2.4464352130889893,2.441187858581543
+delete,slice,bb5a8ae3-8749-4939-97b8-5f680f05fb46,9655,2,5,3,2,0,1685551185.171763,1685551187.5456827,1685551187.5453153,2.373919725418091,2.3735523223876953
+get,device,fd95a500-09e9-4a5f-b2ab-e79c3f81cffb,106217,11,92,,,,1685551187.6799996,1685551187.9345164,,0.2545168399810791,
+get,device,fd95a500-09e9-4a5f-b2ab-e79c3f81cffb,106217,11,92,,,,1685551297.5274222,1685551297.88445,,0.3570277690887451,
+get,device,fd95a500-09e9-4a5f-b2ab-e79c3f81cffb,106217,11,92,,,,1685551726.5310822,1685551726.8569076,,0.32582545280456543,
+update,slice,ef71a6d9-f2b1-48d1-885a-1502b7b10add,9156,2,5,3,0,0,1685551187.9425037,1685551190.348355,1685551190.3418138,2.405851364135742,2.3993101119995117
+delete,device,b522fa4b-ead4-4e0e-998f-5590367daacd,33037,2,31,,,,1685551193.2525976,1685551195.7644157,1685551195.7466073,2.5118181705474854,2.4940097332000732
+create,link,e6823019-59c8-48e7-8bcb-618d78665657,741,2,,,,,1685551195.7650208,1685551198.0152738,1685551198.0139916,2.2502529621124268,2.2489707469940186
+create,service,58f28406-9b65-4299-932e-8ae7e00d3904,9549,2,5,3,,,1685551198.026738,1685551200.4679391,1685551200.4674664,2.4412012100219727,2.4407284259796143
+create,device,4f0b1639-7122-4534-a9ab-699ce8ae7618,35559,38,18,,,,1685551200.484419,1685551203.1215374,1685551203.1117747,2.637118339538574,2.6273555755615234
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551205.3660128,1685551205.436529,,0.07051610946655273,
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551352.4764786,1685551352.547547,,0.07106852531433105,
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551482.4186738,1685551482.4910793,,0.07240557670593262,
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551567.9827337,1685551568.0621638,,0.07943010330200195,
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551622.1353993,1685551622.214219,,0.07881975173950195,
+get,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551708.6989,1685551708.7703378,,0.07143783569335938,
+create,service,9fb249dd-ed50-424f-baaa-44e906102f3e,9371,2,5,3,,,1685551205.4407501,1685551207.8984282,1685551207.883702,2.4576780796051025,2.4429519176483154
+get,link,251c4999-632c-4540-aabb-1f1f1d389f61,741,2,,,,,1685551207.8985238,1685551207.9689634,,0.07043957710266113,
+get,link,251c4999-632c-4540-aabb-1f1f1d389f61,741,2,,,,,1685551398.1363742,1685551398.206528,,0.07015371322631836,
+update,device,4c1bee88-fe05-4485-8e2a-e60f7889e7d7,100791,7,95,,,,1685551210.2784705,1685551213.4280608,1685551213.348967,3.149590253829956,3.0704965591430664
+update,service,67113fa5-aaa7-49ae-bc4f-12876c7ed46f,11410,2,5,3,,,1685551213.439256,1685551215.9055998,1685551215.8961265,2.466343879699707,2.4568705558776855
+update,service,67113fa5-aaa7-49ae-bc4f-12876c7ed46f,11164,2,5,3,,,1685551345.381415,1685551347.8626506,1685551347.842848,2.4812357425689697,2.461433172225952
+delete,slice,eb68b280-9e62-42d8-ba6b-2a5f80ec9762,10675,2,5,3,0,2,1685551216.0405622,1685551218.4098673,1685551218.4010494,2.36930513381958,2.360487222671509
+create,device,02c68b2c-4208-4918-93d8-e5ec14de64b4,73302,18,63,,,,1685551218.450173,1685551221.3762248,1685551221.3207505,2.9260518550872803,2.870577573776245
+delete,link,e6823019-59c8-48e7-8bcb-618d78665657,741,2,,,,,1685551221.3766782,1685551223.6295578,1685551223.626885,2.2528796195983887,2.250206708908081
+delete,device,4f0b1639-7122-4534-a9ab-699ce8ae7618,35559,38,18,,,,1685551223.6315763,1685551226.138714,1685551226.1292768,2.5071377754211426,2.4977004528045654
+update,slice,ed2d612d-ad79-4799-aab7-834fee76f306,10934,2,5,3,1,1,1685551226.1448503,1685551228.5926435,1685551228.584484,2.4477932453155518,2.439633846282959
+create,slice,ade47eb3-a986-491e-bb68-7393ae428868,11289,2,5,3,1,0,1685551228.5985856,1685551231.0482337,1685551231.0459278,2.449648141860962,2.4473421573638916
+create,link,03ca7f44-b8be-4ddf-9177-83ecfa329843,741,2,,,,,1685551231.0500784,1685551233.3036618,1685551233.299119,2.2535834312438965,2.2490406036376953
+delete,service,58f28406-9b65-4299-932e-8ae7e00d3904,9549,2,5,3,,,1685551233.3041143,1685551235.716602,1685551235.716265,2.412487745285034,2.4121506214141846
+get,slice,ed2d612d-ad79-4799-aab7-834fee76f306,10934,2,5,3,1,1,1685551235.7167494,1685551235.8618379,,0.14508843421936035,
+get,slice,ed2d612d-ad79-4799-aab7-834fee76f306,10934,2,5,3,1,1,1685551249.9623713,1685551250.0416787,,0.07930731773376465,
+get,device,4989d9ae-43e0-4110-8b25-11b168b541a3,49773,30,33,,,,1685551235.8621478,1685551236.0823028,,0.2201550006866455,
+update,device,c9df9a12-949c-4fd0-bb96-718a179dbb7b,107977,39,87,,,,1685551238.601285,1685551241.784927,1685551241.6374726,3.1836419105529785,3.0361876487731934
+delete,link,03ca7f44-b8be-4ddf-9177-83ecfa329843,741,2,,,,,1685551241.785569,1685551244.1250288,1685551244.1309018,2.3394598960876465,2.3453328609466553
+create,device,9475a253-069e-4891-869e-b33cd8f1e0ac,88806,3,81,,,,1685551244.1850367,1685551247.155644,1685551247.1181893,2.970607280731201,2.933152675628662
+create,service,b375fe03-fe5a-4f26-8758-a2d5a4fa9c72,10077,2,5,3,,,1685551247.1613724,1685551249.6255748,1685551249.614613,2.464202404022217,2.4532406330108643
+get,device,376c39c4-9d47-40a8-b998-79c9c82ea21e,55992,7,49,,,,1685551249.7607484,1685551249.9618976,,0.20114922523498535,
+update,service,752530af-28c0-49fc-b448-7d07219a0950,10365,2,5,3,,,1685551252.2859185,1685551254.846995,1685551254.768498,2.5610766410827637,2.482579469680786
+update,service,752530af-28c0-49fc-b448-7d07219a0950,8791,2,5,3,,,1685551276.8495903,1685551279.2670283,1685551279.2268806,2.41743803024292,2.3772902488708496
+update,service,752530af-28c0-49fc-b448-7d07219a0950,8805,2,5,3,,,1685551724.1486356,1685551726.5309641,1685551726.525823,2.382328510284424,2.377187490463257
+delete,slice,b19ee639-29c1-465c-a1be-6dccb456ee68,12393,2,5,3,2,0,1685551254.8474452,1685551257.2675445,1685551257.2595348,2.4200992584228516,2.4120895862579346
+create,slice,cc0e831a-b232-48ae-8cce-92ea8fe7795f,9459,2,5,3,2,1,1685551257.2752502,1685551259.7326071,1685551259.7221115,2.4573569297790527,2.4468612670898438
+delete,service,08a939f5-96c5-4cf5-9600-8dda7db9540b,8674,2,5,3,,,1685551259.7331388,1685551262.0980496,1685551262.090705,2.364910840988159,2.3575661182403564
+create,link,dc782406-81bc-48c3-a691-757af32e3fe2,741,2,,,,,1685551262.0986078,1685551264.3458612,1685551264.3417497,2.24725341796875,2.2431418895721436
+get,link,c1c6862c-53a9-4c2e-b7ed-48c924dbbe75,741,2,,,,,1685551264.345956,1685551264.4159586,,0.07000255584716797,
+delete,device,4c1bee88-fe05-4485-8e2a-e60f7889e7d7,100791,7,95,,,,1685551264.4182336,1685551267.1158817,1685551267.0873792,2.697648048400879,2.6691455841064453
+delete,service,121fde2b-12b1-492d-bed7-8551ff80fc5a,7374,2,5,3,,,1685551267.1191592,1685551269.424344,1685551269.4240496,2.305184841156006,2.3048903942108154
+update,link,251c4999-632c-4540-aabb-1f1f1d389f61,741,2,,,,,1685551269.424924,1685551271.6607769,1685551271.6599889,2.2358529567718506,2.23506498336792
+get,slice,e42f303b-aeb8-4bbf-8c50-0bb86f9053c1,12241,2,5,3,2,0,1685551274.1123211,1685551274.2550733,,0.14275217056274414,
+create,link,539ad2ef-e175-4086-99a0-fa0163f268ad,741,2,,,,,1685551274.2571764,1685551276.497076,1685551276.4918675,2.2398996353149414,2.2346911430358887
+get,device,329e4372-2a63-40b9-8648-33a673ab8362,59081,5,51,,,,1685551276.4984086,1685551276.7681234,,0.2697148323059082,
+get,device,329e4372-2a63-40b9-8648-33a673ab8362,59081,5,51,,,,1685551367.486235,1685551367.7631238,,0.2768888473510742,
+get,device,329e4372-2a63-40b9-8648-33a673ab8362,59081,5,51,,,,1685551482.1461987,1685551482.416746,,0.27054715156555176,
+get,service,933510c4-fb08-46d3-9600-7a28e228b8d5,8241,2,5,3,,,1685551276.7685475,1685551276.8460364,,0.07748889923095703,
+create,slice,ad536e1a-4519-4493-a330-8f3a53a15a3b,11438,2,5,3,1,2,1685551282.2418928,1685551284.6982098,1685551284.6855793,2.4563169479370117,2.4436864852905273
+get,link,ab43712d-900f-488c-ac48-880395bf52dc,741,2,,,,,1685551284.6994898,1685551284.7696915,,0.07020163536071777,
+delete,link,ab43712d-900f-488c-ac48-880395bf52dc,741,2,,,,,1685551284.770334,1685551287.006848,1685551287.001667,2.236514091491699,2.231333017349243
+delete,device,33089993-aeef-4d8c-ad60-5189a221e9f8,87416,17,75,,,,1685551287.009883,1685551289.735129,1685551289.7299073,2.7252461910247803,2.720024347305298
+create,service,0f5073d4-0741-45e8-8337-d99ed4d0ecc1,9596,2,5,3,,,1685551289.7417798,1685551292.204548,1685551292.19842,2.462768077850342,2.4566402435302734
+delete,slice,4a316935-9f81-40e2-8878-37199401e6dd,10978,2,5,3,2,2,1685551292.2050424,1685551294.576025,1685551294.56895,2.3709826469421387,2.3639075756073
+create,device,2275c9d6-6168-4b3f-8951-ef62ae0548f3,63552,21,48,,,,1685551294.6120334,1685551297.5272439,1685551297.4985523,2.915210485458374,2.886518955230713
+delete,link,222ed7f2-09a2-4e77-bf8c-695277d91ebc,741,2,,,,,1685551297.8856313,1685551300.1310863,1685551300.1249862,2.245455026626587,2.2393548488616943
+create,link,1c444dcf-db18-433f-944d-f73dc1978115,741,2,,,,,1685551300.1316469,1685551302.3709228,1685551302.3630373,2.2392759323120117,2.2313904762268066
+create,service,d7fa2455-534b-472e-95c5-89ceed522ece,9703,2,5,3,,,1685551302.3772166,1685551304.8190904,1685551304.8122375,2.441873788833618,2.435020923614502
+delete,device,a56a75be-fe66-4688-9fc7-91b60a51ef2a,67573,13,59,,,,1685551309.542323,1685551312.185087,1685551312.1341443,2.64276385307312,2.5918211936950684
+create,slice,cd1ec95b-61af-469f-91a4-fdf9caa984f3,9615,2,5,3,1,0,1685551312.1917393,1685551314.623874,1685551314.6236322,2.4321346282958984,2.4318928718566895
+delete,service,9f96269c-7083-410f-bc64-0cacfc81c168,10158,2,5,3,,,1685551314.6244392,1685551317.0001547,1685551316.9948077,2.375715494155884,2.370368480682373
+get,service,62890510-9312-4e39-96df-77f1427baf2d,10265,2,5,3,,,1685551317.0015557,1685551317.133899,,0.13234329223632812,
+get,link,539ad2ef-e175-4086-99a0-fa0163f268ad,741,2,,,,,1685551317.1341205,1685551317.2078276,,0.07370710372924805,
+create,device,6ed0e486-66ee-4f28-862a-9b2079ec9cc1,60607,24,48,,,,1685551317.238815,1685551320.1203494,1685551320.10922,2.8815343379974365,2.8704049587249756
+delete,slice,e51e01ed-26a9-4b12-bbf4-630883d84858,10739,2,5,3,0,0,1685551322.5837955,1685551324.9533503,1685551324.9506843,2.3695547580718994,2.3668887615203857
+delete,device,9475a253-069e-4891-869e-b33cd8f1e0ac,88806,3,81,,,,1685551327.7166095,1685551330.5208552,1685551330.4713328,2.804245710372925,2.754723310470581
+delete,slice,b0370781-5334-48f8-bdcc-780f8e6c6dba,10993,2,5,3,2,2,1685551330.5218103,1685551332.9049048,1685551332.904622,2.383094549179077,2.3828117847442627
+update,slice,ade47eb3-a986-491e-bb68-7393ae428868,9416,2,5,3,2,2,1685551333.2288036,1685551335.6785803,1685551335.6734025,2.4497766494750977,2.444598913192749
+create,service,aad044fa-78f1-4da4-a8e2-8567650ff589,9536,2,5,3,,,1685551335.6835399,1685551338.1324997,1685551338.133136,2.4489598274230957,2.4495961666107178
+create,slice,2e7867d1-69a7-4ccf-95a9-1a28c6e065c3,9222,2,5,3,0,2,1685551338.2693503,1685551340.6549122,1685551340.646899,2.385561943054199,2.3775486946105957
+create,device,5aeb555e-a8c5-4b2f-9a8b-bb68c3f7f7d8,11818,7,9,,,,1685551340.661342,1685551343.1232452,1685551343.1170259,2.4619033336639404,2.455683946609497
+delete,link,5214f0ae-c140-4494-8208-b7c1e27fb05a,741,2,,,,,1685551347.862848,1685551350.1184647,1685551350.116094,2.2556166648864746,2.2532460689544678
+delete,service,1f9516ef-3cd2-491b-b8b8-e89745848e31,9490,2,5,3,,,1685551350.1188097,1685551352.4764009,1685551352.4761765,2.357591152191162,2.3573668003082275
+create,link,05a46953-3672-4de5-ab94-cdb88627b3aa,741,2,,,,,1685551352.6814842,1685551354.9194255,1685551354.9184012,2.237941265106201,2.236917018890381
+delete,service,4cf798e2-733b-4a43-8d9a-4d2236c2edbf,9508,2,5,3,,,1685551358.0964293,1685551360.4856372,1685551360.4786456,2.3892078399658203,2.382216215133667
+create,link,b67eca1d-03e1-4078-967c-1fffbd270b84,741,2,,,,,1685551360.4862864,1685551362.7347093,1685551362.730962,2.248422861099243,2.244675636291504
+create,service,cb73abe5-84a5-4b3e-a1b7-5e3ace45dc7c,9425,2,5,3,,,1685551365.002494,1685551367.4861193,1685551367.475817,2.4836251735687256,2.473322868347168
+delete,device,1d03df33-0ddb-4aff-82e3-622ecd9c8e40,109041,36,85,,,,1685551367.7661593,1685551370.4756503,1685551370.4563422,2.709491014480591,2.69018292427063
+delete,slice,b896872d-ef15-4dbb-8543-b62da06a338c,10854,2,5,3,1,1,1685551370.476395,1685551372.8439322,1685551372.8387375,2.367537260055542,2.362342596054077
+create,device,7a90dab6-97dc-4399-a013-d1ded9787446,17366,23,7,,,,1685551372.854553,1685551375.3801086,1685551375.3597996,2.5255556106567383,2.505246639251709
+update,slice,cf38d9ce-7eb4-4074-aa11-a5443d596f72,12834,2,5,3,1,1,1685551375.3874826,1685551377.9022198,1685551377.8624434,2.514737129211426,2.4749608039855957
+update,service,0f5073d4-0741-45e8-8337-d99ed4d0ecc1,10369,2,5,3,,,1685551377.909942,1685551380.4035032,1685551380.3976176,2.493561267852783,2.487675666809082
+delete,link,b67eca1d-03e1-4078-967c-1fffbd270b84,741,2,,,,,1685551380.4040244,1685551382.6501513,1685551382.6505866,2.246126890182495,2.2465622425079346
+get,service,041f8439-8b83-4ec1-a095-05c3fde21822,11513,2,5,3,,,1685551385.528076,1685551385.6622224,,0.13414645195007324,
+get,service,041f8439-8b83-4ec1-a095-05c3fde21822,7956,2,5,3,,,1685551718.6226852,1685551718.7512643,,0.12857913970947266,
+create,slice,9b729fad-649c-4e01-b932-5b8206d94a0e,9853,2,5,3,2,0,1685551385.668887,1685551388.1958911,1685551388.1488056,2.5270042419433594,2.4799187183380127
+update,service,9d4c6848-4b70-48a5-a6d8-78c09acd1770,8912,2,5,3,,,1685551388.200959,1685551390.5795894,1685551390.5729656,2.3786303997039795,2.37200665473938
+update,service,9d4c6848-4b70-48a5-a6d8-78c09acd1770,9773,2,5,3,,,1685551604.2542865,1685551606.7095609,1685551606.6982589,2.4552743434906006,2.44397234916687
+delete,service,67113fa5-aaa7-49ae-bc4f-12876c7ed46f,11164,2,5,3,,,1685551392.8365586,1685551395.2000525,1685551395.1988785,2.3634939193725586,2.3623199462890625
+delete,device,02c68b2c-4208-4918-93d8-e5ec14de64b4,73302,18,63,,,,1685551395.2026846,1685551397.8567877,1685551397.8506439,2.6541030406951904,2.6479592323303223
+update,device,376c39c4-9d47-40a8-b998-79c9c82ea21e,94419,38,69,,,,1685551398.2849963,1685551401.346289,1685551401.2677772,3.0612926483154297,2.982780933380127
+delete,link,610fb821-120d-4846-a650-194e83c8222a,741,2,,,,,1685551401.346585,1685551403.610023,1685551403.6096816,2.2634379863739014,2.263096570968628
+get,service,681e1b10-7724-40b8-a396-916e7359b7cd,10397,2,5,3,,,1685551403.610138,1685551403.8087847,,0.19864678382873535,
+delete,slice,872e88d0-6974-4446-92e7-df91712483d2,8372,2,5,3,0,1,1685551403.8098118,1685551406.1561592,1685551406.1559658,2.3463473320007324,2.346153974533081
+create,slice,66b71048-a49f-425b-b03b-82cd89c07e9e,10528,2,5,3,1,0,1685551406.1625793,1685551408.6758769,1685551408.6188529,2.5132975578308105,2.4562735557556152
+create,device,520d566f-dba1-4f5d-977f-93f66bf63dcd,47097,29,31,,,,1685551408.706491,1685551411.5138757,1685551411.4604747,2.807384729385376,2.753983736038208
+create,link,8845bb56-7159-4482-a5ea-4cc28deabca2,741,2,,,,,1685551411.5216057,1685551413.7718976,1685551413.7714977,2.2502918243408203,2.249891996383667
+update,slice,ad536e1a-4519-4493-a330-8f3a53a15a3b,8762,2,5,3,2,0,1685551413.777119,1685551416.1607318,1685551416.1513839,2.383612871170044,2.37426495552063
+create,service,22ba0737-ff9c-4f6a-9817-e45826b18ab4,9339,2,5,3,,,1685551416.3144727,1685551418.7649317,1685551418.7561243,2.4504590034484863,2.4416515827178955
+delete,service,22ba0737-ff9c-4f6a-9817-e45826b18ab4,9339,2,5,3,,,1685551418.767797,1685551421.150421,1685551421.148976,2.3826239109039307,2.381179094314575
+create,slice,b6d976ba-b9e4-4572-9050-33a39ab33373,9184,2,5,3,1,2,1685551421.1553304,1685551423.6168668,1685551423.606809,2.461536407470703,2.4514784812927246
+get,link,1c444dcf-db18-433f-944d-f73dc1978115,741,2,,,,,1685551423.6169405,1685551423.7620525,,0.1451120376586914,
+delete,device,29307113-40ef-4c18-9868-4efc15177df9,21494,24,11,,,,1685551423.7633336,1685551426.1448393,1685551426.142926,2.3815057277679443,2.3795924186706543
+get,service,66c43203-5031-4330-b8d5-f591c91330e8,10707,2,5,3,,,1685551428.551451,1685551428.68272,,0.13126897811889648,
+create,device,665d2a49-404e-4216-9b3a-7047dcdd6fa6,36676,33,21,,,,1685551431.0611787,1685551433.730532,1685551433.7121716,2.6693532466888428,2.6509928703308105
+delete,link,05a46953-3672-4de5-ab94-cdb88627b3aa,741,2,,,,,1685551433.7308397,1685551435.9798548,1685551435.9711676,2.2490150928497314,2.240327835083008
+delete,slice,0e8a1e08-b8e0-43a9-bf5f-3a057e952792,10181,2,5,3,2,0,1685551435.981311,1685551438.343563,1685551438.3432102,2.3622519969940186,2.3618991374969482
+create,link,093496a1-14d3-4fb3-813b-8576d9d8023a,741,2,,,,,1685551438.4792423,1685551440.715077,1685551440.7147005,2.2358345985412598,2.2354581356048584
+create,service,67c4f4bb-4833-482f-a46f-825748cb69d5,10273,2,5,3,,,1685551440.7198515,1685551443.2150211,1685551443.203488,2.4951696395874023,2.4836366176605225
+update,device,520d566f-dba1-4f5d-977f-93f66bf63dcd,93414,29,74,,,,1685551445.7242947,1685551448.7525005,1685551448.6739976,3.0282058715820312,2.9497029781341553
+update,device,520d566f-dba1-4f5d-977f-93f66bf63dcd,38034,3,33,,,,1685551685.7061577,1685551688.4453049,1685551688.3847296,2.739147186279297,2.678571939468384
+delete,service,66c43203-5031-4330-b8d5-f591c91330e8,10707,2,5,3,,,1685551448.7534246,1685551451.1153271,1685551451.1178272,2.3619024753570557,2.3644025325775146
+delete,slice,cd1ec95b-61af-469f-91a4-fdf9caa984f3,9615,2,5,3,1,0,1685551451.1166975,1685551453.4764392,1685551453.4727309,2.359741687774658,2.3560333251953125
+get,slice,b6d976ba-b9e4-4572-9050-33a39ab33373,9184,2,5,3,1,2,1685551455.9330268,1685551456.0872097,,0.15418291091918945,
+get,service,9fb249dd-ed50-424f-baaa-44e906102f3e,9371,2,5,3,,,1685551456.0882487,1685551456.2147367,,0.12648797035217285,
+get,service,9fb249dd-ed50-424f-baaa-44e906102f3e,9371,2,5,3,,,1685551647.5005345,1685551647.6353772,,0.1348426342010498,
+get,service,9fb249dd-ed50-424f-baaa-44e906102f3e,9371,2,5,3,,,1685551756.5626974,1685551756.6952853,,0.13258790969848633,
+create,device,441dc39a-4fb6-4fe7-afdb-b5387ccece11,92387,9,84,,,,1685551456.2650208,1685551459.2976942,1685551459.2760427,3.0326733589172363,3.011021852493286
+create,service,1dc9b5c8-2e91-410c-af1e-4b69f4798b42,7643,2,5,3,,,1685551459.3023474,1685551461.6776984,1685551461.6770647,2.3753509521484375,2.3747172355651855
+create,slice,0b5528f9-4716-44a2-a7f8-8aade21c819a,9640,2,5,3,0,0,1685551461.7551732,1685551464.1901138,1685551464.1862717,2.4349405765533447,2.431098461151123
+delete,link,251c4999-632c-4540-aabb-1f1f1d389f61,741,2,,,,,1685551464.1911597,1685551466.4691703,1685551466.4678392,2.278010606765747,2.276679515838623
+create,link,e9250f5c-3238-441f-b34a-51d741457eda,741,2,,,,,1685551466.814294,1685551469.0652487,1685551469.0551445,2.2509546279907227,2.2408504486083984
+update,service,041f8439-8b83-4ec1-a095-05c3fde21822,7956,2,5,3,,,1685551469.069817,1685551471.4531906,1685551471.4487004,2.383373498916626,2.3788833618164062
+update,link,c1c6862c-53a9-4c2e-b7ed-48c924dbbe75,741,2,,,,,1685551471.453501,1685551473.7077916,1685551473.706688,2.2542905807495117,2.2531869411468506
+update,device,7a90dab6-97dc-4399-a013-d1ded9787446,119192,25,99,,,,1685551473.7676573,1685551477.007575,1685551476.9409497,3.239917755126953,3.173292398452759
+delete,device,bb8ffa57-2e61-4710-8c9a-83fc3008a56c,41188,7,33,,,,1685551477.0100918,1685551479.5514452,1685551479.538106,2.541353464126587,2.5280141830444336
+get,service,0f5073d4-0741-45e8-8337-d99ed4d0ecc1,10369,2,5,3,,,1685551479.5516057,1685551479.6881313,,0.13652563095092773,
+create,service,708b1d3a-57d7-41dd-a50b-86139b08abeb,10476,2,5,3,,,1685551479.6934772,1685551482.1460896,1685551482.1338885,2.4526124000549316,2.440411329269409
+create,link,fcd32754-70fc-4248-ac3a-93021cd7eeb1,741,2,,,,,1685551482.491718,1685551484.7488306,1685551484.7438219,2.257112503051758,2.252103805541992
+delete,service,1dc9b5c8-2e91-410c-af1e-4b69f4798b42,7643,2,5,3,,,1685551484.749331,1685551487.0913365,1685551487.0907423,2.342005491256714,2.3414113521575928
+delete,slice,256915b4-c08b-4db0-a87f-692a25b85c96,10346,2,5,3,0,2,1685551489.3390987,1685551491.7245421,1685551491.7234902,2.3854434490203857,2.3843915462493896
+update,slice,66b71048-a49f-425b-b03b-82cd89c07e9e,8686,2,5,3,0,2,1685551491.7371907,1685551494.125984,1685551494.1215317,2.3887932300567627,2.38434100151062
+create,slice,b1757bb8-9a2d-4269-bbeb-2935606c4685,8733,2,5,3,0,2,1685551494.1316025,1685551496.5297823,1685551496.5182037,2.398179769515991,2.386601209640503
+update,device,441dc39a-4fb6-4fe7-afdb-b5387ccece11,22438,24,12,,,,1685551496.5379684,1685551499.0896502,1685551499.0887856,2.5516817569732666,2.5508172512054443
+update,device,441dc39a-4fb6-4fe7-afdb-b5387ccece11,32678,28,18,,,,1685551609.00614,1685551611.626333,1685551611.6229386,2.6201930046081543,2.6167986392974854
+create,device,18a7bf77-8343-43c8-99c3-3a910d18e5a9,98658,32,82,,,,1685551499.1561973,1685551502.245229,1685551502.184368,3.08903169631958,3.028170585632324
+delete,link,539ad2ef-e175-4086-99a0-fa0163f268ad,741,2,,,,,1685551502.2454743,1685551504.5108864,1685551504.5103981,2.2654120922088623,2.2649238109588623
+get,slice,b1757bb8-9a2d-4269-bbeb-2935606c4685,8733,2,5,3,0,2,1685551507.0314724,1685551507.2030318,,0.17155933380126953,
+delete,device,18a7bf77-8343-43c8-99c3-3a910d18e5a9,98658,32,82,,,,1685551507.2060769,1685551510.118256,1685551510.109215,2.9121792316436768,2.9031381607055664
+delete,service,b375fe03-fe5a-4f26-8758-a2d5a4fa9c72,10077,2,5,3,,,1685551510.1188421,1685551512.5648477,1685551512.563364,2.4460055828094482,2.444521903991699
+create,device,9f5c62a1-a276-474c-9f37-1a1dde3e46b4,7369,12,3,,,,1685551512.5676408,1685551514.962743,1685551514.9499793,2.3951022624969482,2.382338523864746
+update,link,fcd32754-70fc-4248-ac3a-93021cd7eeb1,741,2,,,,,1685551514.965216,1685551517.201697,1685551517.2013958,2.236481189727783,2.236179828643799
+update,link,fcd32754-70fc-4248-ac3a-93021cd7eeb1,741,2,,,,,1685551632.1892412,1685551634.4381793,1685551634.4392478,2.2489380836486816,2.250006675720215
+update,link,fcd32754-70fc-4248-ac3a-93021cd7eeb1,741,2,,,,,1685551787.4531596,1685551789.7000508,1685551789.6998277,2.2468912601470947,2.2466681003570557
+create,slice,c1703a87-7b07-4466-a9ee-bb92542864ad,10454,2,5,3,0,2,1685551517.2102315,1685551519.6742518,1685551519.6702354,2.464020252227783,2.4600038528442383
+get,slice,cf38d9ce-7eb4-4074-aa11-a5443d596f72,12834,2,5,3,1,1,1685551519.6743221,1685551519.8157146,,0.14139246940612793,
+delete,device,329e4372-2a63-40b9-8648-33a673ab8362,59081,5,51,,,,1685551519.8203554,1685551522.3623474,1685551522.3503513,2.541991949081421,2.529995918273926
+delete,slice,cc0e831a-b232-48ae-8cce-92ea8fe7795f,9459,2,5,3,2,1,1685551522.3632205,1685551524.7451215,1685551524.7349424,2.3819010257720947,2.3717219829559326
+get,device,9f5c62a1-a276-474c-9f37-1a1dde3e46b4,7369,12,3,,,,1685551524.7483833,1685551524.8827255,,0.13434219360351562,
+delete,link,e9b46e15-c039-4ae8-a130-12f6413d4c91,741,2,,,,,1685551524.8841603,1685551527.1227734,1685551527.1151564,2.2386131286621094,2.2309961318969727
+create,service,9ea8c268-dd46-4dbe-8f03-bb6a85ad1d05,8485,2,5,3,,,1685551527.1298769,1685551529.5863743,1685551529.5211453,2.4564974308013916,2.391268491744995
+get,service,485bc2cb-df52-495a-a0cc-848225b7d205,10330,2,5,3,,,1685551529.5864882,1685551529.716742,,0.13025379180908203,
+get,service,485bc2cb-df52-495a-a0cc-848225b7d205,10330,2,5,3,,,1685551575.9945228,1685551576.1275547,,0.13303184509277344,
+create,link,134c8aab-0762-45be-952b-0d75b41611ae,741,2,,,,,1685551532.6577914,1685551534.9108157,1685551534.8987253,2.2530243396759033,2.240933895111084
+update,slice,9b729fad-649c-4e01-b932-5b8206d94a0e,7937,2,5,3,0,1,1685551537.446667,1685551539.8189833,1685551539.8151608,2.372316360473633,2.3684937953948975
+update,slice,9b729fad-649c-4e01-b932-5b8206d94a0e,10456,2,5,3,0,0,1685551665.5487685,1685551668.005505,1685551668.0001786,2.4567365646362305,2.4514100551605225
+delete,slice,ad536e1a-4519-4493-a330-8f3a53a15a3b,8762,2,5,3,2,0,1685551539.8196921,1685551542.1843796,1685551542.1840842,2.364687442779541,2.364392042160034
+create,device,1174ced1-aa18-4b29-bb34-1c7ae3f494f1,59681,29,44,,,,1685551542.2322102,1685551545.110037,1685551545.1000168,2.8778269290924072,2.8678066730499268
+update,service,67c4f4bb-4833-482f-a46f-825748cb69d5,11939,2,5,3,,,1685551545.1192079,1685551547.5961137,1685551547.592878,2.4769058227539062,2.473670244216919
+update,link,34c2418f-1f3b-4baf-b418-7572992d4e00,741,2,,,,,1685551547.5964348,1685551549.8433886,1685551549.8430817,2.2469537258148193,2.2466468811035156
+create,link,5105fd21-61c4-427e-ac88-6b1043c24a73,741,2,,,,,1685551550.114597,1685551552.366576,1685551552.3570826,2.251978874206543,2.242485523223877
+delete,link,0db95318-dc3e-47ff-8022-3c310a253988,741,2,,,,,1685551552.3682983,1685551554.651005,1685551554.6500874,2.2827067375183105,2.2817890644073486
+get,slice,ade47eb3-a986-491e-bb68-7393ae428868,9416,2,5,3,2,2,1685551554.651127,1685551554.7810473,,0.12992024421691895,
+delete,service,5bcc8f1a-b9f0-4e43-99a0-883013a19b37,10216,2,5,3,,,1685551554.7817748,1685551557.1432428,1685551557.1357858,2.3614680767059326,2.354011058807373
+delete,device,2275c9d6-6168-4b3f-8951-ef62ae0548f3,63552,21,48,,,,1685551557.1459448,1685551559.7055426,1685551559.694857,2.5595977306365967,2.5489120483398438
+create,service,764f4e02-d3aa-4174-98f4-8ffd04732fee,10295,2,5,3,,,1685551562.2599318,1685551564.7867947,1685551564.7863863,2.526862859725952,2.526454448699951
+update,device,665d2a49-404e-4216-9b3a-7047dcdd6fa6,100385,43,78,,,,1685551564.8586714,1685551567.9824412,1685551567.9199846,3.123769760131836,3.0613131523132324
+create,slice,bc4180fe-0142-4b5a-baa3-35da62402664,8915,2,5,3,0,0,1685551568.0703304,1685551570.5228522,1685551570.4809544,2.452521800994873,2.4106240272521973
+get,service,aad044fa-78f1-4da4-a8e2-8567650ff589,9536,2,5,3,,,1685551570.5229297,1685551570.6651251,,0.142195463180542,
+get,service,aad044fa-78f1-4da4-a8e2-8567650ff589,10143,2,5,3,,,1685551733.909156,1685551734.069682,,0.16052579879760742,
+delete,device,929e2270-88ae-4296-ba04-f568216737e5,40306,19,30,,,,1685551570.6718035,1685551573.2344115,1685551573.2207475,2.562608003616333,2.5489439964294434
+create,slice,47e607d4-673f-4e61-ba48-38cbd207216b,6375,2,5,3,0,0,1685551573.2411842,1685551575.6439104,1685551575.6396008,2.402726173400879,2.398416519165039
+get,device,7a90dab6-97dc-4399-a013-d1ded9787446,119192,25,99,,,,1685551575.6440308,1685551575.9924762,,0.34844541549682617,
+get,device,7a90dab6-97dc-4399-a013-d1ded9787446,119192,25,99,,,,1685551705.8930728,1685551706.2467399,,0.3536670207977295,
+get,device,7a90dab6-97dc-4399-a013-d1ded9787446,119192,25,99,,,,1685551771.4284158,1685551771.7772405,,0.34882473945617676,
+update,link,8845bb56-7159-4482-a5ea-4cc28deabca2,741,2,,,,,1685551581.4112277,1685551583.6502829,1685551583.6459482,2.2390551567077637,2.234720468521118
+delete,service,0f5073d4-0741-45e8-8337-d99ed4d0ecc1,10369,2,5,3,,,1685551583.6508014,1685551586.0128403,1685551586.0125017,2.3620388507843018,2.3617002964019775
+delete,slice,7b657e0d-cbbb-4f2f-8023-eda146380715,10466,2,5,3,1,1,1685551586.013314,1685551588.381968,1685551588.3788764,2.3686540126800537,2.3655624389648438
+create,service,81f13553-13c2-4d66-a5dd-00f2910d2fa7,9793,2,5,3,,,1685551588.386944,1685551590.8349524,1685551590.8205628,2.4480082988739014,2.4336187839508057
+delete,link,edf1bb76-a88d-4d01-8fd2-4fbfe5b7d4b1,741,2,,,,,1685551590.8368952,1685551593.0768569,1685551593.0718038,2.239961624145508,2.2349085807800293
+update,service,d7fa2455-534b-472e-95c5-89ceed522ece,9741,2,5,3,,,1685551593.0836427,1685551595.5312731,1685551595.519375,2.4476304054260254,2.435732364654541
+get,link,134c8aab-0762-45be-952b-0d75b41611ae,741,2,,,,,1685551595.5313585,1685551595.605301,,0.07394242286682129,
+get,slice,66b71048-a49f-425b-b03b-82cd89c07e9e,8686,2,5,3,0,2,1685551595.6055226,1685551595.7393212,,0.13379859924316406,
+get,slice,66b71048-a49f-425b-b03b-82cd89c07e9e,8686,2,5,3,0,2,1685551658.4262476,1685551658.5052984,,0.07905077934265137,
+create,link,6e5bf6cb-67a5-408b-b424-181ba8dd8a6c,741,2,,,,,1685551595.7398927,1685551598.008644,1685551597.9978936,2.268751382827759,2.2580008506774902
+create,device,582fe515-3bdd-4fb2-b304-efdc43129d89,123846,37,97,,,,1685551598.097416,1685551601.334739,1685551601.3197105,3.237323045730591,3.222294569015503
+get,device,520d566f-dba1-4f5d-977f-93f66bf63dcd,93414,29,74,,,,1685551601.3348978,1685551601.7219236,,0.3870258331298828,
+create,slice,10d75817-79a2-4c7b-993c-d567b0082343,12118,2,5,3,2,1,1685551601.7340324,1685551604.2488241,1685551604.2384698,2.51479172706604,2.5044374465942383
+create,device,f82f6403-e574-46ae-babd-943189c5d9f5,84332,7,74,,,,1685551611.697681,1685551614.6803381,1685551614.6431477,2.9826571941375732,2.9454667568206787
+update,slice,2e7867d1-69a7-4ccf-95a9-1a28c6e065c3,8634,2,5,3,1,0,1685551614.6860518,1685551617.1006696,1685551617.0921044,2.4146177768707275,2.406052589416504
+create,link,9dd315ce-cddc-491f-8d31-d4d2294fbcfc,741,2,,,,,1685551617.231301,1685551619.4776828,1685551619.477417,2.2463817596435547,2.2461159229278564
+create,service,c143c248-62d5-4cb2-9dc3-f9d8aee37336,11318,2,5,3,,,1685551619.4856474,1685551621.99489,1685551621.9457524,2.509242534637451,2.4601049423217773
+get,slice,0b5528f9-4716-44a2-a7f8-8aade21c819a,9640,2,5,3,0,0,1685551621.9950056,1685551622.1351752,,0.14016962051391602,
+get,slice,0b5528f9-4716-44a2-a7f8-8aade21c819a,9640,2,5,3,0,0,1685551698.6688619,1685551698.7992246,,0.13036274909973145,
+delete,link,43898698-7edd-4a04-ab88-45af1295ed15,741,2,,,,,1685551622.2146704,1685551624.484308,1685551624.4894598,2.2696375846862793,2.274789333343506
+delete,device,582fe515-3bdd-4fb2-b304-efdc43129d89,123846,37,97,,,,1685551624.4888756,1685551627.4300606,1685551627.3869514,2.9411849975585938,2.898075819015503
+delete,service,d7fa2455-534b-472e-95c5-89ceed522ece,9741,2,5,3,,,1685551627.4322464,1685551629.815754,1685551629.812858,2.383507490158081,2.3806116580963135
+delete,slice,ade47eb3-a986-491e-bb68-7393ae428868,9416,2,5,3,2,2,1685551629.8162563,1685551632.188776,1685551632.184917,2.3725197315216064,2.3686606884002686
+delete,link,8f75d465-e88a-43dd-b4ee-47acb3f4a513,741,2,,,,,1685551634.4385657,1685551636.7195318,1685551636.7192643,2.28096604347229,2.280698537826538
+create,service,6b149397-a748-4419-9574-cb3511c2647a,11061,2,5,3,,,1685551636.727245,1685551639.1855714,1685551639.1781013,2.4583263397216797,2.4508562088012695
+delete,service,c143c248-62d5-4cb2-9dc3-f9d8aee37336,11318,2,5,3,,,1685551641.6394057,1685551644.0306408,1685551644.0303977,2.391235113143921,2.3909919261932373
+create,device,009213b0-bd6f-4db8-bc43-ce48051ab004,123154,47,97,,,,1685551644.1042778,1685551647.5004478,1685551647.4948719,3.396169900894165,3.390594005584717
+delete,slice,bc4180fe-0142-4b5a-baa3-35da62402664,8915,2,5,3,0,0,1685551647.6362333,1685551649.9817786,1685551649.9900613,2.3455452919006348,2.353827953338623
+update,service,aad044fa-78f1-4da4-a8e2-8567650ff589,10143,2,5,3,,,1685551649.989738,1685551652.4398003,1685551652.4388824,2.4500622749328613,2.4491443634033203
+delete,device,376c39c4-9d47-40a8-b998-79c9c82ea21e,94419,38,69,,,,1685551655.372267,1685551658.0953927,1685551658.0509965,2.723125696182251,2.67872953414917
+get,link,9dd315ce-cddc-491f-8d31-d4d2294fbcfc,741,2,,,,,1685551658.5095925,1685551658.5794559,,0.06986331939697266,
+get,link,9dd315ce-cddc-491f-8d31-d4d2294fbcfc,741,2,,,,,1685551670.4140606,1685551670.4835675,,0.06950688362121582,
+create,link,1a87dd8a-01bd-49f5-aac5-a4f3060f450f,741,2,,,,,1685551658.579857,1685551660.8306692,1685551660.830423,2.25081205368042,2.250566005706787
+create,slice,585e6333-9bbd-48b3-bb20-44aef31870d4,8761,2,5,3,2,1,1685551660.8372355,1685551663.2505548,1685551663.2404203,2.4133193492889404,2.4031848907470703
+update,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551663.2510135,1685551665.5402713,1685551665.536526,2.289257764816284,2.2855124473571777
+update,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551701.4071383,1685551703.6475472,1685551703.6496284,2.2404088973999023,2.24249005317688
+get,service,9ea8c268-dd46-4dbe-8f03-bb6a85ad1d05,8485,2,5,3,,,1685551668.006506,1685551668.137947,,0.1314411163330078,
+delete,link,6e5bf6cb-67a5-408b-b424-181ba8dd8a6c,741,2,,,,,1685551668.1382875,1685551670.41394,1685551670.4136076,2.2756524085998535,2.275320053100586
+delete,service,81f13553-13c2-4d66-a5dd-00f2910d2fa7,9793,2,5,3,,,1685551670.4840991,1685551672.8540692,1685551672.849283,2.3699700832366943,2.3651838302612305
+delete,slice,659ad2b9-ca89-4f3b-80cb-b2fa70eb32ad,10403,2,5,3,0,2,1685551672.854681,1685551675.2229414,1685551675.214718,2.368260383605957,2.360037088394165
+create,device,d4be4dfb-3c9e-4efe-8848-9330211845a3,54047,30,39,,,,1685551675.2583303,1685551678.0907474,1685551678.0749848,2.8324170112609863,2.8166544437408447
+create,link,44ab52bc-8122-4120-9028-80ce6b14ad25,741,2,,,,,1685551678.0912683,1685551680.3429492,1685551680.3369262,2.251680850982666,2.2456579208374023
+update,service,cb73abe5-84a5-4b3e-a1b7-5e3ace45dc7c,8797,2,5,3,,,1685551680.3494549,1685551682.7618663,1685551682.7532427,2.4124114513397217,2.403787851333618
+update,service,cb73abe5-84a5-4b3e-a1b7-5e3ace45dc7c,10272,2,5,3,,,1685551721.6509228,1685551724.1416194,1685551724.1344256,2.490696668624878,2.4835028648376465
+delete,device,ae8f46d0-fb10-4b2f-a2c0-52532842b959,64059,3,54,,,,1685551682.7633183,1685551685.3281121,1685551685.3128889,2.564793825149536,2.5495705604553223
+get,slice,585e6333-9bbd-48b3-bb20-44aef31870d4,8761,2,5,3,2,1,1685551688.4455097,1685551688.5802143,,0.13470458984375,
+create,slice,b0a7ffb1-64b1-450b-b137-3c30ced9b40a,10581,2,5,3,0,2,1685551688.5882866,1685551691.0329685,1685551691.026362,2.4446818828582764,2.438075304031372
+create,service,4b2faafb-59d2-4bc3-800d-d33cd1b83e2a,10924,2,5,3,,,1685551691.040513,1685551693.4831407,1685551693.479395,2.4426276683807373,2.4388818740844727
+delete,slice,3a0d00fa-b499-4ac7-89a2-c5d46d7f2695,9437,2,5,3,0,2,1685551693.4836872,1685551695.8622184,1685551695.8528845,2.3785312175750732,2.369197368621826
+create,device,21fe9d74-5a4f-4bdb-98a7-daba70c8d01b,32817,43,16,,,,1685551695.881357,1685551698.6687891,1685551698.6113045,2.7874321937561035,2.729947566986084
+update,slice,585e6333-9bbd-48b3-bb20-44aef31870d4,9963,2,5,3,1,0,1685551698.8048673,1685551701.406489,1685551701.357979,2.601621627807617,2.5531117916107178
+update,slice,585e6333-9bbd-48b3-bb20-44aef31870d4,9928,2,5,3,1,2,1685551756.7014713,1685551759.151424,1685551759.1452541,2.4499526023864746,2.4437828063964844
+create,link,daf685d6-e25b-406e-98d0-8de5c21145a7,741,2,,,,,1685551703.6483064,1685551705.8911757,1685551705.8866465,2.2428693771362305,2.238340139389038
+create,slice,4069957c-06c9-41bb-a978-604e45068545,10776,2,5,3,1,0,1685551706.2549407,1685551708.6988103,1685551708.6878905,2.4438695907592773,2.4329497814178467
+delete,link,1d65d3c5-81a1-4780-a313-97609c641a3c,741,2,,,,,1685551708.7706954,1685551711.0563326,1685551711.052283,2.285637140274048,2.281587600708008
+delete,device,009213b0-bd6f-4db8-bc43-ce48051ab004,123154,47,97,,,,1685551711.0604467,1685551713.813763,1685551713.7924583,2.7533161640167236,2.732011556625366
+create,service,8a2f1713-d0a8-4486-9739-abeba8bd0a5c,8627,2,5,3,,,1685551713.8217707,1685551716.2711382,1685551716.2238693,2.4493675231933594,2.4020986557006836
+delete,service,1c96b51c-6854-4198-9911-9044e0362420,8966,2,5,3,,,1685551716.2716923,1685551718.622564,1685551718.620924,2.3508718013763428,2.349231719970703
+delete,slice,b0a7ffb1-64b1-450b-b137-3c30ced9b40a,10581,2,5,3,0,2,1685551729.1033537,1685551731.4747972,1685551731.467597,2.371443510055542,2.364243268966675
+create,service,a7eeab1f-d2cc-420a-99d0-fea9aa4ee9de,9417,2,5,3,,,1685551731.482912,1685551733.9071982,1685551733.9089582,2.424286127090454,2.426046133041382
+delete,service,cb73abe5-84a5-4b3e-a1b7-5e3ace45dc7c,10272,2,5,3,,,1685551734.073082,1685551736.4423096,1685551736.4398165,2.369227647781372,2.366734504699707
+delete,link,d84ff26e-fdbc-44db-bc2a-7e2367eb96b5,741,2,,,,,1685551736.4425604,1685551738.712409,1685551738.7183769,2.269848585128784,2.2758164405822754
+delete,device,b8a29228-6901-4de5-86d6-4b654ec360d7,87352,10,83,,,,1685551741.3236194,1685551743.998507,1685551743.9933836,2.6748876571655273,2.669764280319214
+create,device,d541e7f5-cdcf-4392-aab5-54338af95fbb,49952,15,39,,,,1685551744.0306818,1685551746.772043,1685551746.7568028,2.741361141204834,2.726120948791504
+get,link,e9250f5c-3238-441f-b34a-51d741457eda,741,2,,,,,1685551746.7722058,1685551746.848413,,0.07620716094970703,
+update,device,d4be4dfb-3c9e-4efe-8848-9330211845a3,22013,4,18,,,,1685551746.864188,1685551749.4715059,1685551749.4145305,2.6073179244995117,2.550342559814453
+create,link,c4f89cd2-a828-4703-98c9-bf611338a6d3,741,2,,,,,1685551749.4721024,1685551751.7152708,1685551751.7103086,2.243168354034424,2.238206148147583
+create,slice,43ad80b1-4f11-4998-91b6-a95cd5bdca3a,8941,2,5,3,0,2,1685551751.7255235,1685551754.201833,1685551754.1972418,2.4763095378875732,2.4717183113098145
+delete,slice,c1703a87-7b07-4466-a9ee-bb92542864ad,10454,2,5,3,0,2,1685551754.2022882,1685551756.5625792,1685551756.5555565,2.360291004180908,2.3532683849334717
+get,link,44ab52bc-8122-4120-9028-80ce6b14ad25,741,2,,,,,1685551759.1515555,1685551759.2260861,,0.07453060150146484,
+create,slice,36e364e9-1536-4a0f-9aa9-0bd356c44816,10756,2,5,3,2,2,1685551759.2344306,1685551761.689702,1685551761.6747215,2.4552714824676514,2.440290927886963
+update,service,485bc2cb-df52-495a-a0cc-848225b7d205,8183,2,5,3,,,1685551761.6930046,1685551764.0977664,1685551764.0801072,2.404761791229248,2.3871026039123535
+get,slice,2e7867d1-69a7-4ccf-95a9-1a28c6e065c3,8634,2,5,3,1,0,1685551764.097879,1685551764.2280712,,0.13019227981567383,
+delete,service,041f8439-8b83-4ec1-a095-05c3fde21822,7956,2,5,3,,,1685551764.228764,1685551766.573736,1685551766.5655613,2.3449718952178955,2.3367972373962402
+delete,device,d541e7f5-cdcf-4392-aab5-54338af95fbb,49952,15,39,,,,1685551766.5752642,1685551769.1734567,1685551769.1125138,2.5981924533843994,2.5372495651245117
+create,link,94b13c6f-2149-4246-a175-b7eeb5166ba5,741,2,,,,,1685551769.1765494,1685551771.4283528,1685551771.4281175,2.251803398132324,2.251568078994751
+delete,link,e9250f5c-3238-441f-b34a-51d741457eda,741,2,,,,,1685551774.8319976,1685551777.1097817,1685551777.107385,2.2777841091156006,2.2753872871398926
+update,link,134c8aab-0762-45be-952b-0d75b41611ae,741,2,,,,,1685551777.1103046,1685551779.3681242,1685551779.3632483,2.257819652557373,2.252943754196167
+create,device,47110673-332b-4405-bf9a-abf95b6bd5c8,109475,36,87,,,,1685551779.4361403,1685551782.5730355,1685551782.4890554,3.136895179748535,3.052915096282959
+create,service,619a5f82-8ac1-4864-bddb-738a6ce4d3d8,10208,2,5,3,,,1685551782.5815988,1685551785.0320668,1685551785.0227664,2.450468063354492,2.4411675930023193
+delete,link,1d1776dc-20d8-4a6e-a768-edba25c7f31d,741,2,,,,,1685551785.032428,1685551787.319211,1685551787.3190014,2.28678297996521,2.2865734100341797
+create,slice,4f4951a9-bece-4ff8-9efd-0bc607e97ff7,10720,2,5,3,1,0,1685551789.7083845,1685551792.1994576,1685551792.1600926,2.4910731315612793,2.4517080783843994
+get,device,1174ced1-aa18-4b29-bb34-1c7ae3f494f1,59681,29,44,,,,1685551792.1995728,1685551792.5511377,,0.351564884185791,
+create,service,c654bff6-da80-4e9b-bbbd-257d2da2727d,8791,2,5,3,,,1685551792.5594754,1685551794.9632277,1685551794.9619675,2.403752326965332,2.402492046356201
+get,service,764f4e02-d3aa-4174-98f4-8ffd04732fee,10295,2,5,3,,,1685551794.9633596,1685551795.0931706,,0.12981104850769043,
diff --git a/src/dlt/connector/client/DltEventsCollector.py b/src/dlt/connector/client/DltEventsCollector.py
index 9f929d7ccf4a8f54c6f87304ec05bb9086f8522c..f35d5c7cca91c89cc8fdb0f254a1927e7d76486c 100644
--- a/src/dlt/connector/client/DltEventsCollector.py
+++ b/src/dlt/connector/client/DltEventsCollector.py
@@ -12,27 +12,40 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+from typing import Callable, Optional
 import grpc, logging, queue, threading, time
-from common.proto.dlt_gateway_pb2 import DltRecordSubscription
+from common.proto.dlt_gateway_pb2 import DltRecordEvent, DltRecordSubscription
 from common.tools.grpc.Tools import grpc_message_to_json_string
 from dlt.connector.client.DltGatewayClient import DltGatewayClient
 
 LOGGER = logging.getLogger(__name__)
 LOGGER.setLevel(logging.DEBUG)
 
+# This class accepts an event_handler method as attribute that can be used to pre-process and
+# filter events before they reach the events_queue. Depending on the handler, the supported
+# behaviors are:
+# - If the handler is not set, the events are transparently added to the events_queue.
+# - If returns None for an event, the event is not stored in the events_queue.
+# - If returns a DltRecordEvent object for an event, the returned event is stored in the events_queue.
+# - Other combinations are not supported.
+
 class DltEventsCollector(threading.Thread):
     def __init__(
         self, dltgateway_client : DltGatewayClient,
         log_events_received     : bool = False,
+        event_handler           : Optional[Callable[[DltRecordEvent], Optional[DltRecordEvent]]] = None,
     ) -> None:
         super().__init__(name='DltEventsCollector', daemon=True)
         self._dltgateway_client = dltgateway_client
         self._log_events_received = log_events_received
+        self._event_handler = event_handler
         self._events_queue = queue.Queue()
         self._terminate = threading.Event()
         self._dltgateway_stream = None
 
     def run(self) -> None:
+        event_handler = self._event_handler
+        if event_handler is None: event_handler = lambda e: e
         self._terminate.clear()
         while not self._terminate.is_set():
             try:
@@ -41,6 +54,11 @@ class DltEventsCollector(threading.Thread):
                 for event in self._dltgateway_stream:
                     if self._log_events_received:
                         LOGGER.info('[_collect] event: {:s}'.format(grpc_message_to_json_string(event)))
+                    event = event_handler(event)
+                    if event is None: continue
+                    if not isinstance(event, DltRecordEvent):
+                        # pylint: disable=broad-exception-raised
+                        raise Exception('Unsupported return type: {:s}'.format(str(event)))
                     self._events_queue.put_nowait(event)
             except grpc.RpcError as e:
                 if e.code() == grpc.StatusCode.UNAVAILABLE: # pylint: disable=no-member
diff --git a/src/dlt/connector/main_test.py b/src/dlt/connector/tests/basic.py
similarity index 94%
rename from src/dlt/connector/main_test.py
rename to src/dlt/connector/tests/basic.py
index 679be72870cf84b790553e2d43ed9961a1d66379..cc832cdc88475b862c841a6037d229b7675f283a 100644
--- a/src/dlt/connector/main_test.py
+++ b/src/dlt/connector/tests/basic.py
@@ -14,7 +14,7 @@
 
 # pip install grpcio==1.47.0 grpcio-tools==1.47.0 protobuf==3.20.1
 # PYTHONPATH=./src python
-# PYTHONPATH=/home/cttc/teraflow/src python -m dlt.connector.main_test
+# PYTHONPATH=/home/cttc/teraflow/src python -m dlt.connector.tests.basic
 
 import logging, sys, time
 from common.proto.dlt_gateway_pb2 import (
@@ -23,8 +23,8 @@ from common.proto.dlt_gateway_pb2 import (
 from common.tools.object_factory.Device import json_device
 from common.tools.grpc.Tools import grpc_message_to_json_string
 from src.common.proto.context_pb2 import DEVICEOPERATIONALSTATUS_ENABLED, Device
-from .client.DltGatewayClient import DltGatewayClient
-from .client.DltEventsCollector import DltEventsCollector
+from ..client.DltGatewayClient import DltGatewayClient
+from ..client.DltEventsCollector import DltEventsCollector
 
 logging.basicConfig(level=logging.INFO)
 LOGGER = logging.getLogger(__name__)
diff --git a/src/dlt/performance/README.md b/src/dlt/performance/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..5c2c6d6bcb086a7f53583156ad4b9947f0aacd36
--- /dev/null
+++ b/src/dlt/performance/README.md
@@ -0,0 +1,42 @@
+# DLT Gateway+Blockchain Performance Assessment Test
+
+This test assesses the performance of the DLT component's Gateway + HyperLedger Fabric Blockchain.
+
+To carry on that, it first creates a number of random devices, links, services, and slices.
+Then, it performs some random creations, retrievals, updates, and deletes of random devices, links,
+services, and slices.
+
+For each operation and record type, the size of the entities in bytes, the number of endpoints,
+constraints, config rules, subservices, and subslices is recorded.
+Besides, it is recorded also the time to store/retrieve the records in the blockchain, and the delay
+between the change and the reception of the asynchronous notification event.
+
+## Scenario prepararion:
+Create a docker virtual network:
+
+```(bash)
+docker network rm tfs-br
+docker network create -d bridge --subnet=172.254.254.0/24 --gateway=172.254.254.1 --ip-range=172.254.254.0/24 tfs-br
+```
+
+Build the DLT Gateway component's Docker image:
+```(bash)
+docker build -t dlt-gateway:test -f ./src/dlt/gateway/Dockerfile .
+```
+
+Start the DLT Gateway component:
+```(bash)
+docker run --name dlt-gateway -d -p 50051:50051 --network=tfs-br dlt-gateway:test
+```
+
+Install possibly missing requirements:
+```(bash)
+pip install grpcio==1.47.0 grpcio-tools==1.47.0 protobuf==3.20.1
+```
+
+Start the performance assessment:
+```(bash)
+PYTHONPATH=./src python -m dlt.performance
+```
+
+The test produces a CSV file with the results per operation.
diff --git a/src/dlt/performance/__init__.py b/src/dlt/performance/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..38d04994fb0fa1951fb465bc127eb72659dc2eaf
--- /dev/null
+++ b/src/dlt/performance/__init__.py
@@ -0,0 +1,13 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/src/dlt/performance/__main__.py b/src/dlt/performance/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..ee3b1abf07aa8fd891a19c07c1905dba5259c5a9
--- /dev/null
+++ b/src/dlt/performance/__main__.py
@@ -0,0 +1,116 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import functools, logging, pathlib, sys, time
+from common.proto.dlt_gateway_pb2 import DltRecordEvent
+from dlt.connector.client.DltGatewayClient import DltGatewayClient
+from dlt.connector.client.DltEventsCollector import DltEventsCollector
+from .play_ground.Enums import CONTEXT_EVENT_TYPE_TO_ACTION, RECORD_TYPE_TO_ENUM
+from .play_ground import PlayGround
+
+DLT_GATEWAY_HOST     = '172.254.254.2'
+DLT_GATEWAY_PORT     = 50051
+
+NUM_INITIAL_DEVICES  = 20
+NUM_INITIAL_LINKS    = 20
+NUM_INITIAL_SERVICES = 20
+NUM_INITIAL_SLICES   = 20
+
+NUM_ACTIONS          = 1000
+REPORT_EVERY         = 5
+DELAY_FOR_EVENTS     = 5
+DOMAIN_UUID          = 'perf-test-fake-domain'
+
+OUTPUT_FOLDER        = 'data/perf/scenario_2/dlt/2023-05May-31'
+CSV_FILEPATH         = OUTPUT_FOLDER + '/response_time.csv'
+
+LOG_FORMAT = "[%(asctime)s] %(levelname)s:%(name)s:%(message)s"
+logging.basicConfig(level=logging.INFO, format=LOG_FORMAT)
+LOGGER = logging.getLogger(__name__)
+
+def _event_handler(play_ground : PlayGround, event : DltRecordEvent) -> None:
+    # Filter undesired/unsupported/wrong domain_uuids, actions, and record types
+    # Update notification time in PlayGround.PerfPoints
+    # Return None to prevent storing the events in the DLT Events' Collector internal queue
+
+    domain_uuid = event.record_id.domain_uuid.uuid
+    if domain_uuid != DOMAIN_UUID: return None
+
+    action = CONTEXT_EVENT_TYPE_TO_ACTION.get(event.event.event_type)
+    if action is None: return None
+
+    record_type = RECORD_TYPE_TO_ENUM.get(event.record_id.type)
+    if record_type is None: return None
+
+    #event_time = event.event.timestamp.timestamp
+    record_uuid = event.record_id.record_uuid.uuid
+    play_ground.perf_data.add_notif_time(action, record_type, record_uuid, time.time())
+    return None
+
+def main() -> None:
+    dltgateway_client = DltGatewayClient(host=DLT_GATEWAY_HOST, port=DLT_GATEWAY_PORT)
+
+    play_ground = PlayGround(dltgateway_client, DOMAIN_UUID)
+    event_handler = functools.partial(_event_handler, play_ground)
+
+    dltgateway_collector = DltEventsCollector(
+        dltgateway_client, log_events_received=False, event_handler=event_handler)
+    dltgateway_collector.start()
+
+    time.sleep(3)
+
+    LOGGER.info('Adding {:d} initial devices...'.format(NUM_INITIAL_DEVICES))
+    for _ in range(NUM_INITIAL_DEVICES):
+        play_ground.create_device()
+
+    LOGGER.info('Adding {:d} initial links...'.format(NUM_INITIAL_LINKS))
+    for _ in range(NUM_INITIAL_LINKS):
+        play_ground.create_link()
+
+    LOGGER.info('Adding {:d} initial services...'.format(NUM_INITIAL_SERVICES))
+    for _ in range(NUM_INITIAL_SERVICES):
+        play_ground.create_service()
+
+    LOGGER.info('Adding {:d} initial slices...'.format(NUM_INITIAL_SLICES))
+    for _ in range(NUM_INITIAL_SLICES):
+        play_ground.create_slice()
+
+    # Otherwise, only get/update/delete is performed and play_ground becomes empty
+    play_ground.perf_data.clear_operation_counters()
+
+    LOGGER.info('Starting {:d} actions...'.format(NUM_ACTIONS))
+    num_action = 0
+    while num_action < NUM_ACTIONS:
+        if num_action > 0 and num_action % REPORT_EVERY == 0:
+            str_stats = play_ground.perf_data.stats_to_str()
+            MSG = 'Running action {:d}/{:d}...\n{:s}'
+            LOGGER.info(MSG.format(num_action, NUM_ACTIONS, str_stats))
+        completed = play_ground.run_random_operation()
+        if completed: num_action += 1
+
+    str_stats = play_ground.perf_data.stats_to_str()
+    LOGGER.info('Completed {:d} actions!\n{:s}'.format(NUM_ACTIONS, str_stats))
+
+    LOGGER.info('Waiting {:f} for last events...'.format(DELAY_FOR_EVENTS))
+    time.sleep(DELAY_FOR_EVENTS)
+
+    dltgateway_collector.stop()
+
+    LOGGER.info('Writing results...')
+    pathlib.Path(OUTPUT_FOLDER).mkdir(parents=True, exist_ok=True)
+    play_ground.perf_data.to_csv(CSV_FILEPATH)
+    return 0
+
+if __name__ == '__main__':
+    sys.exit(main())
diff --git a/src/dlt/performance/play_ground/Dlt.py b/src/dlt/performance/play_ground/Dlt.py
new file mode 100644
index 0000000000000000000000000000000000000000..968669b7ccfc142e3e82a32e9dd972e558bc6fa3
--- /dev/null
+++ b/src/dlt/performance/play_ground/Dlt.py
@@ -0,0 +1,133 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import json, time
+from typing import Dict, Union
+from common.proto.context_pb2 import Device, Link, Service, Slice
+from common.proto.dlt_gateway_pb2 import (
+    DltRecord, DltRecordId, DltRecordOperationEnum, DltRecordStatus, DltRecordTypeEnum)
+from common.tools.grpc.Tools import grpc_message_to_json_string
+from dlt.connector.client.DltGatewayClient import DltGatewayClient
+from .PerfPoint import PerfPoint
+
+DLT_OPERATION_CREATE = DltRecordOperationEnum.DLTRECORDOPERATION_ADD
+DLT_OPERATION_UPDATE = DltRecordOperationEnum.DLTRECORDOPERATION_UPDATE
+DLT_OPERATION_DELETE = DltRecordOperationEnum.DLTRECORDOPERATION_DELETE
+
+DLT_RECORD_TYPE_DEVICE  = DltRecordTypeEnum.DLTRECORDTYPE_DEVICE
+DLT_RECORD_TYPE_LINK    = DltRecordTypeEnum.DLTRECORDTYPE_LINK
+DLT_RECORD_TYPE_SERVICE = DltRecordTypeEnum.DLTRECORDTYPE_SERVICE
+DLT_RECORD_TYPE_SLICE   = DltRecordTypeEnum.DLTRECORDTYPE_SLICE
+
+def dlt_record_set(
+    dltgateway_client : DltGatewayClient, perf_point : PerfPoint,
+    operation : DltRecordOperationEnum, domain_uuid : str, objekt : Union[Device, Link, Service, Slice]
+) -> DltRecordStatus:
+    if isinstance(objekt, Device):
+        record_type = DLT_RECORD_TYPE_DEVICE
+        record_uuid = objekt.device_id.device_uuid.uuid
+    elif isinstance(objekt, Link):
+        record_type = DLT_RECORD_TYPE_LINK
+        record_uuid = objekt.link_id.link_uuid.uuid
+    elif isinstance(objekt, Service):
+        record_type = DLT_RECORD_TYPE_SERVICE
+        record_uuid = objekt.service_id.service_uuid.uuid
+    elif isinstance(objekt, Slice):
+        record_type = DLT_RECORD_TYPE_SLICE
+        record_uuid = objekt.slice_id.slice_uuid.uuid
+    else:
+        raise NotImplementedError('Object({:s}) not supported'.format(str(type(objekt))))
+
+    dlt_req = DltRecord()
+    dlt_req.record_id.domain_uuid.uuid = domain_uuid    # pylint: disable=no-member
+    dlt_req.record_id.type             = record_type    # pylint: disable=no-member
+    dlt_req.record_id.record_uuid.uuid = record_uuid    # pylint: disable=no-member
+    dlt_req.operation                  = operation
+    dlt_req.data_json                  = grpc_message_to_json_string(objekt)
+
+    perf_point.set_time_requested(time.time())
+    reply = dltgateway_client.RecordToDlt(dlt_req)
+    perf_point.set_time_replied(time.time())
+
+    perf_point.set_size_bytes(len(dlt_req.data_json))   # pylint: disable=no-member
+    if isinstance(objekt, Device):
+        perf_point.set_num_config_rules(len(objekt.device_config.config_rules))
+        perf_point.set_num_endpoints(len(objekt.device_endpoints))
+    elif isinstance(objekt, Link):
+        perf_point.set_num_endpoints(len(objekt.link_endpoint_ids))
+    elif isinstance(objekt, Service):
+        perf_point.set_num_config_rules(len(objekt.service_config.config_rules))
+        perf_point.set_num_constraints(len(objekt.service_constraints))
+        perf_point.set_num_endpoints(len(objekt.service_endpoint_ids))
+    elif isinstance(objekt, Slice):
+        perf_point.set_num_config_rules(len(objekt.slice_config.config_rules))
+        perf_point.set_num_constraints(len(objekt.slice_constraints))
+        perf_point.set_num_endpoints(len(objekt.slice_endpoint_ids))
+        perf_point.set_num_sub_services(len(objekt.slice_service_ids))
+        perf_point.set_num_sub_slices(len(objekt.slice_subslice_ids))
+    else:
+        raise NotImplementedError('Object({:s}) not supported'.format(str(type(objekt))))
+
+    return reply
+
+def dlt_record_found(record : DltRecord) -> bool:
+    return all([
+        len(record.record_id.domain_uuid.uuid) > 0,
+        record.record_id.type != DltRecordTypeEnum.DLTRECORDTYPE_UNDEFINED,
+        len(record.record_id.record_uuid.uuid) > 0,
+        #record.operation != DltRecordOperationEnum.DLTRECORDOPERATION_UNDEFINED,
+        len(record.data_json) > 0,
+    ])
+
+def dlt_record_get(
+    dltgateway_client : DltGatewayClient, perf_point : PerfPoint,
+    domain_uuid : str, record_type : DltRecordTypeEnum, record_uuid : str
+) -> Dict:
+    dlt_rec_id = DltRecordId()
+    dlt_rec_id.domain_uuid.uuid = domain_uuid   # pylint: disable=no-member
+    dlt_rec_id.type             = record_type
+    dlt_rec_id.record_uuid.uuid = record_uuid   # pylint: disable=no-member
+
+    perf_point.set_time_requested(time.time())
+    dlt_rep = dltgateway_client.GetFromDlt(dlt_rec_id)
+    perf_point.set_time_replied(time.time())
+
+    if not dlt_record_found(dlt_rep):
+        MSG = 'DltRecord({:s}/{:s}/{:s}) not found'
+        str_record_type = DltRecordTypeEnum.Name(record_type)
+        msg = MSG.format(str(domain_uuid), str_record_type, str(record_uuid))
+        raise Exception(msg) # pylint: disable=broad-exception-raised
+
+    data : Dict = json.loads(dlt_rep.data_json)
+
+    perf_point.set_size_bytes(len(dlt_rep.data_json))
+    if 'device_id' in data:
+        perf_point.set_num_config_rules(len(data.get('device_config', {}).get('config_rules')))
+        perf_point.set_num_endpoints(len(data.get('device_endpoints', [])))
+    elif 'link_id' in data:
+        perf_point.set_num_endpoints(len(data.get('link_endpoint_ids', [])))
+    elif 'service_id' in data:
+        perf_point.set_num_config_rules(len(data.get('service_config', []).get('config_rules')))
+        perf_point.set_num_constraints(len(data.get('service_constraints', [])))
+        perf_point.set_num_endpoints(len(data.get('service_endpoint_ids', [])))
+    elif 'slice_id' in data:
+        perf_point.set_num_config_rules(len(data.get('slice_config', []).get('config_rules')))
+        perf_point.set_num_constraints(len(data.get('slice_constraints', [])))
+        perf_point.set_num_endpoints(len(data.get('slice_endpoint_ids', [])))
+        perf_point.set_num_sub_services(len(data.get('slice_service_ids', [])))
+        perf_point.set_num_sub_slices(len(data.get('slice_subslice_ids', [])))
+    else:
+        raise NotImplementedError('Object({:s}) not supported'.format(str(data)))
+
+    return data
diff --git a/src/dlt/performance/play_ground/Enums.py b/src/dlt/performance/play_ground/Enums.py
new file mode 100644
index 0000000000000000000000000000000000000000..1af5bd38dd58c5ab2b260788bfb3c63dc538766d
--- /dev/null
+++ b/src/dlt/performance/play_ground/Enums.py
@@ -0,0 +1,42 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import enum
+from common.proto.context_pb2 import EventTypeEnum
+from common.proto.dlt_gateway_pb2 import DltRecordTypeEnum
+
+class ActionEnum(enum.Enum):
+    CREATE = 'create'
+    GET    = 'get'
+    UPDATE = 'update'
+    DELETE = 'delete'
+
+class RecordTypeEnum(enum.Enum):
+    DEVICE  = 'device'
+    LINK    = 'link'
+    SERVICE = 'service'
+    SLICE   = 'slice'
+
+CONTEXT_EVENT_TYPE_TO_ACTION = {
+    EventTypeEnum.EVENTTYPE_CREATE : ActionEnum.CREATE,
+    EventTypeEnum.EVENTTYPE_UPDATE : ActionEnum.UPDATE,
+    EventTypeEnum.EVENTTYPE_REMOVE : ActionEnum.DELETE,
+}
+
+RECORD_TYPE_TO_ENUM = {
+    DltRecordTypeEnum.DLTRECORDTYPE_DEVICE  : RecordTypeEnum.DEVICE,
+    DltRecordTypeEnum.DLTRECORDTYPE_LINK    : RecordTypeEnum.LINK,
+    DltRecordTypeEnum.DLTRECORDTYPE_SERVICE : RecordTypeEnum.SERVICE,
+    DltRecordTypeEnum.DLTRECORDTYPE_SLICE   : RecordTypeEnum.SLICE,
+}
diff --git a/src/dlt/performance/play_ground/PerfData.py b/src/dlt/performance/play_ground/PerfData.py
new file mode 100644
index 0000000000000000000000000000000000000000..8846de598e56e2c987b8bc09b5adf294fac4a312
--- /dev/null
+++ b/src/dlt/performance/play_ground/PerfData.py
@@ -0,0 +1,81 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import csv, prettytable
+from typing import Dict, List, Tuple
+from .Enums import ActionEnum, RecordTypeEnum
+from .PerfPoint import PerfPoint
+
+class PerfData:
+    def __init__(self) -> None:
+        self._total_count : int = 0
+        self._operation_counters : Dict[Tuple[ActionEnum, RecordTypeEnum], int] = dict()
+        self._points : Dict[Tuple[ActionEnum, RecordTypeEnum, str], Tuple[List[PerfPoint], List[float]]] = dict()
+        self.clear_operation_counters()
+
+    @property
+    def operation_counters(self): return self._operation_counters
+
+    def clear_operation_counters(self) -> None:
+        self._points.clear()
+        self._total_count = 0
+        for action in ActionEnum.__members__.values():
+            for record_type in RecordTypeEnum.__members__.values():
+                type_key = (action, record_type)
+                self._operation_counters[type_key] = 0
+
+    def add_point(self, action : ActionEnum, record_type : RecordTypeEnum, record_uuid : str) -> PerfPoint:
+        point = PerfPoint(action, record_type, record_uuid)
+
+        point_key = (action, record_type, record_uuid)
+        self._points.setdefault(point_key, (list(), list()))[0].append(point)
+
+        type_key = (action, record_type)
+        self._operation_counters[type_key] = self._operation_counters.get(type_key, 0) + 1
+        self._total_count += 1
+        return point
+
+    def add_notif_time(
+        self, action : ActionEnum, record_type : RecordTypeEnum, record_uuid : str, notif_time : float
+    ) -> None:
+        point_key = (action, record_type, record_uuid)
+        self._points.setdefault(point_key, (list(), list()))[1].append(notif_time)
+
+    def to_csv(self, filepath : str) -> None:
+        points = []
+        for points_key,(perf_points,notif_times) in self._points.items():
+            if points_key[0] == ActionEnum.GET:
+                points.extend([pp.to_dict() for pp in perf_points])
+            elif len(perf_points) != len(notif_times):
+                points.extend([pp.to_dict() for pp in perf_points])
+            else:
+                for pp,nt in zip(perf_points,notif_times):
+                    pp.set_time_notified(nt)
+                    points.append(pp.to_dict())
+
+        keys = points[0].keys()
+        with open(filepath, 'w', newline='', encoding='UTF-8') as csv_file:
+            dict_writer = csv.DictWriter(csv_file, keys)
+            dict_writer.writeheader()
+            dict_writer.writerows(points)
+
+    def stats_to_str(self) -> str:
+        field_names = ['action', 'record_type', 'count']
+        pt_stats = prettytable.PrettyTable(field_names=field_names, sortby='count', reversesort=True)
+        for f in field_names[0:2]: pt_stats.align[f] = 'l'
+        for f in field_names[2:3]: pt_stats.align[f] = 'r'
+        for (action,record_type),count in self._operation_counters.items():
+            pt_stats.add_row([action.value, record_type.value, count])
+        pt_stats.add_row(['*', '*', self._total_count])
+        return pt_stats.get_string()
diff --git a/src/dlt/performance/play_ground/PerfPoint.py b/src/dlt/performance/play_ground/PerfPoint.py
new file mode 100644
index 0000000000000000000000000000000000000000..1e06057fe58c95a40d6b8330e07913c2ec62a044
--- /dev/null
+++ b/src/dlt/performance/play_ground/PerfPoint.py
@@ -0,0 +1,66 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from typing import Dict, Optional
+from .Enums import ActionEnum, RecordTypeEnum
+
+class PerfPoint:
+    def __init__(self, action : ActionEnum, record_type : RecordTypeEnum, record_uuid : str) -> None:
+        self.action           : ActionEnum      = action
+        self.record_type      : RecordTypeEnum  = record_type
+        self.record_uuid      : str             = record_uuid
+        self.size_bytes       : Optional[int  ] = None
+        self.num_endpoints    : Optional[int  ] = None
+        self.num_config_rules : Optional[int  ] = None
+        self.num_constraints  : Optional[int  ] = None
+        self.num_sub_services : Optional[int  ] = None
+        self.num_sub_slices   : Optional[int  ] = None
+        self.time_requested   : Optional[float] = None
+        self.time_replied     : Optional[float] = None
+        self.time_notified    : Optional[float] = None
+
+    def set_size_bytes      (self, size_bytes       : int) -> None: self.size_bytes       = size_bytes
+    def set_num_endpoints   (self, num_endpoints    : int) -> None: self.num_endpoints    = num_endpoints
+    def set_num_config_rules(self, num_config_rules : int) -> None: self.num_config_rules = num_config_rules
+    def set_num_constraints (self, num_constraints  : int) -> None: self.num_constraints  = num_constraints
+    def set_num_sub_services(self, num_sub_services : int) -> None: self.num_sub_services = num_sub_services
+    def set_num_sub_slices  (self, num_sub_slices   : int) -> None: self.num_sub_slices   = num_sub_slices
+
+    def set_time_requested(self, timestamp : float) -> None: self.time_requested = timestamp
+    def set_time_replied  (self, timestamp : float) -> None: self.time_replied   = timestamp
+    def set_time_notified (self, timestamp : float) -> None: self.time_notified  = timestamp
+
+    def to_dict(self) -> Dict:
+        exec_time, event_delay = None, None
+        if self.time_replied is not None and self.time_requested is not None:
+            exec_time = self.time_replied - self.time_requested
+            if self.time_notified is not None:
+                event_delay = self.time_notified - self.time_requested
+
+        return {
+            'action'          : self.action.value,
+            'record_type'     : self.record_type.value,
+            'record_uuid'     : self.record_uuid,
+            'size_bytes'      : self.size_bytes,
+            'num_endpoints'   : self.num_endpoints,
+            'num_config_rules': self.num_config_rules,
+            'num_constraints' : self.num_constraints,
+            'num_sub_services': self.num_sub_services,
+            'num_sub_slices'  : self.num_sub_slices,
+            'time_requested'  : self.time_requested,
+            'time_replied'    : self.time_replied,
+            'time_notified'   : self.time_notified,
+            'exec_time'       : exec_time,
+            'event_delay'     : event_delay,
+        }
diff --git a/src/dlt/performance/play_ground/Random.py b/src/dlt/performance/play_ground/Random.py
new file mode 100644
index 0000000000000000000000000000000000000000..2c4c1e739f0ced1ad1988fae73bc90b5dd2b1ec6
--- /dev/null
+++ b/src/dlt/performance/play_ground/Random.py
@@ -0,0 +1,182 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import random, uuid
+from typing import Dict, List, Optional, Set
+from common.proto.context_pb2 import (
+    Device, EndPoint, Link, Service, ServiceStatusEnum, ServiceTypeEnum, Slice, SliceStatusEnum
+)
+from common.tools.grpc.Tools import grpc_message_to_json
+from common.tools.object_factory.ConfigRule import json_config_rule_set
+from common.tools.object_factory.Constraint import json_constraint_custom
+from common.tools.object_factory.Context import json_context_id
+from common.tools.object_factory.Device import (
+    DEVICE_DISABLED, DEVICE_EMU_DRIVERS, DEVICE_EMUPR_TYPE, json_device, json_device_id
+)
+from common.tools.object_factory.EndPoint import json_endpoint, json_endpoint_id
+from common.tools.object_factory.Link import json_link
+from common.tools.object_factory.Service import json_service
+from common.tools.object_factory.Slice import json_slice
+from common.tools.object_factory.Topology import json_topology_id
+from .Settings import (
+    CONFIG_RULES_MIN_ENTRIES, CONFIG_RULES_MAX_ENTRIES, CONSTRAINTS_MIN_ENTRIES, CONSTRAINTS_MAX_ENTRIES,
+    DEVICE_MAX_ENDPOINTS, DEVICE_MIN_ENDPOINTS, DICT_MAX_ENTRIES, DICT_MIN_ENTRIES, PATH_MAX_PARTS, PATH_MIN_PARTS,
+    SLICE_MAX_SUBSERVICES, SLICE_MAX_SUBSLICES, SLICE_MIN_SUBSERVICES, SLICE_MIN_SUBSLICES,
+    WORD_ALPHABET, WORD_MAX_LENGTH, WORD_MIN_LENGTH,
+)
+
+def random_word(length : Optional[int] = None, alphabet : Optional[str] = None) -> str:
+    if alphabet is None: alphabet = WORD_ALPHABET
+    if length is None: length = int(random.uniform(WORD_MIN_LENGTH, WORD_MAX_LENGTH))
+    word = []
+    remaining_length = length
+    while remaining_length > 0:
+        part_length = min(len(alphabet), remaining_length)
+        word.extend(random.sample(alphabet, part_length))
+        remaining_length = length - len(word)
+    return ''.join(word)
+
+def random_path(
+    num_parts : Optional[int] = None, part_length : Optional[int] = None, alphabet : Optional[str] = None,
+    separator : str = '/'
+) -> str:
+    if num_parts is None: num_parts = int(random.uniform(PATH_MIN_PARTS, PATH_MAX_PARTS))
+    return separator.join([random_word(length=part_length, alphabet=alphabet) for _ in range(num_parts)])
+
+def random_dict(
+    num_entries : Optional[int] = None, key_length : Optional[str] = None, value_length : Optional[str] = None
+) -> Dict:
+    if num_entries is None: num_entries = int(random.uniform(DICT_MIN_ENTRIES, DICT_MAX_ENTRIES))
+    return {random_word(length=key_length) : random_word(length=value_length) for _ in range(num_entries)}
+
+def random_config_rule() -> Dict:
+    resource_key = random_path()
+    resource_value = random_dict()
+    return json_config_rule_set(resource_key, resource_value)
+
+def random_config_rules(count : Optional[int] = None) -> List:
+    if count is None: count = int(random.uniform(CONFIG_RULES_MIN_ENTRIES, CONFIG_RULES_MAX_ENTRIES))
+    return [random_config_rule() for _ in range(count)]
+
+def random_constraint() -> Dict:
+    constraint_type = random_path()
+    constraint_value = random_dict()
+    return json_constraint_custom(constraint_type, constraint_value)
+
+def random_constraints(count : Optional[int] = None) -> List:
+    if count is None: count = int(random.uniform(CONSTRAINTS_MIN_ENTRIES, CONSTRAINTS_MAX_ENTRIES))
+    return [random_constraint() for _ in range(count)]
+
+def random_endpoint(device_uuid : str) -> Dict:
+    topology_id = json_topology_id(str(uuid.uuid4()), context_id=json_context_id(str(uuid.uuid4())))
+    return json_endpoint(json_device_id(device_uuid), str(uuid.uuid4()), 'internal/copper', topology_id=topology_id)
+
+def random_endpoints(device_uuid : str, count : Optional[int] = None) -> List:
+    if count is None: count = int(random.uniform(DEVICE_MIN_ENDPOINTS, DEVICE_MAX_ENDPOINTS))
+    return [random_endpoint(device_uuid) for _ in range(count)]
+
+def random_endpoint_id(device_uuid : str) -> Dict:
+    topology_id = json_topology_id(str(uuid.uuid4()), context_id=json_context_id(str(uuid.uuid4())))
+    return json_endpoint_id(json_device_id(device_uuid), str(uuid.uuid4()), topology_id=topology_id)
+
+def random_endpoint_ids(device_uuid : str, count : Optional[int] = None) -> List:
+    if count is None: count = int(random.uniform(DEVICE_MIN_ENDPOINTS, DEVICE_MAX_ENDPOINTS))
+    return [random_endpoint(device_uuid) for _ in range(count)]
+
+def get_random_endpoint(
+    devices : Dict[str, Device], excluded_device_uuids : Set[str] = set()
+) -> EndPoint:
+    device_uuids = set(devices.keys())
+    device_uuids = list(device_uuids.difference(excluded_device_uuids))
+    device_uuid = random.choice(device_uuids)
+    device = devices[device_uuid]
+    return random.choice(device.device_endpoints)
+
+def get_random_endpoints(
+    devices : Dict[str, Device], count : Optional[int] = None
+) -> Optional[List[EndPoint]]:
+    if len(devices) < count: return None # Too few devices
+    endpoints = list()
+    used_device_uuids = set()
+    for _ in range(count):
+        endpoint = get_random_endpoint(devices, used_device_uuids)
+        used_device_uuids.add(endpoint.endpoint_id.device_id.device_uuid.uuid)
+        endpoints.append(endpoint)
+    return endpoints
+
+def random_device(device_uuid : Optional[str] = None) -> Device:
+    if device_uuid is None: device_uuid = str(uuid.uuid4())
+    device_type = DEVICE_EMUPR_TYPE
+    device_op_stat = DEVICE_DISABLED
+    drivers = DEVICE_EMU_DRIVERS
+    endpoints = random_endpoints(device_uuid)
+    config_rules = random_config_rules()
+    return Device(**json_device(
+        device_uuid, device_type, device_op_stat, endpoints=endpoints, config_rules=config_rules, drivers=drivers
+    ))
+
+def random_link(
+    devices : Dict[str, Device], link_uuid : Optional[str] = None
+) -> Optional[Link]:
+    if link_uuid is None: link_uuid = str(uuid.uuid4())
+    endpoints = get_random_endpoints(devices, count=2)
+    if endpoints is None: return None
+    endpoint_ids = [grpc_message_to_json(endpoint.endpoint_id) for endpoint in endpoints]
+    return Link(**json_link(link_uuid, endpoint_ids))
+
+def random_service(
+    devices : Dict[str, Device], service_uuid : Optional[str] = None
+) -> Optional[Service]:
+    if service_uuid is None: service_uuid = str(uuid.uuid4())
+    context_id = json_context_id(str(uuid.uuid4()))
+    service_type = ServiceTypeEnum.SERVICETYPE_L2NM
+    service_status = ServiceStatusEnum.SERVICESTATUS_PLANNED
+    endpoints = get_random_endpoints(devices, count=2)
+    if endpoints is None: return None
+    endpoint_ids = [grpc_message_to_json(endpoint.endpoint_id) for endpoint in endpoints]
+    constraints = random_constraints(count=3)
+    config_rules = random_config_rules(count=5)
+    return Service(**json_service(
+        service_uuid, service_type, context_id=context_id, status=service_status,
+        endpoint_ids=endpoint_ids, constraints=constraints, config_rules=config_rules))
+
+def random_slice(
+    devices : Dict[str, Device], services : Dict[str, Service], slices : Dict[str, Service],
+    slice_uuid : Optional[str] = None
+) -> Optional[Slice]:
+    if slice_uuid is None: slice_uuid = str(uuid.uuid4())
+    context_id = json_context_id(str(uuid.uuid4()))
+    slice_status = SliceStatusEnum.SLICESTATUS_PLANNED
+    endpoints = get_random_endpoints(devices, count=2)
+    if endpoints is None: return None
+    endpoint_ids = [grpc_message_to_json(endpoint.endpoint_id) for endpoint in endpoints]
+    constraints = random_constraints(count=3)
+    config_rules = random_config_rules(count=5)
+
+    num_sub_services = int(random.uniform(SLICE_MIN_SUBSERVICES, SLICE_MAX_SUBSERVICES))
+    num_sub_services = min(num_sub_services, len(services))
+    sub_services = random.sample(list(services.values()), num_sub_services) if num_sub_services > 0 else []
+    sub_service_ids = [grpc_message_to_json(sub_service.service_id) for sub_service in sub_services]
+
+    num_sub_slices = int(random.uniform(SLICE_MIN_SUBSLICES, SLICE_MAX_SUBSLICES))
+    num_sub_slices = min(num_sub_slices, len(slices))
+    sub_slices = random.sample(list(slices.values()), num_sub_slices) if num_sub_slices > 0 else []
+    sub_slice_ids = [grpc_message_to_json(sub_slice.slice_id) for sub_slice in sub_slices]
+
+    owner = {'owner_uuid': {'uuid': str(uuid.uuid4())}, 'owner_string': random_word()}
+
+    return Slice(**json_slice(
+        slice_uuid, context_id=context_id, status=slice_status,
+        endpoint_ids=endpoint_ids, constraints=constraints, config_rules=config_rules,
+        service_ids=sub_service_ids, subslice_ids=sub_slice_ids, owner=owner))
diff --git a/src/dlt/performance/play_ground/Settings.py b/src/dlt/performance/play_ground/Settings.py
new file mode 100644
index 0000000000000000000000000000000000000000..c04f6139d84fc280d33d580fd03e2598788a945f
--- /dev/null
+++ b/src/dlt/performance/play_ground/Settings.py
@@ -0,0 +1,38 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+WORD_ALPHABET = 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789'
+WORD_MIN_LENGTH = 5
+WORD_MAX_LENGTH = 100
+
+PATH_MIN_PARTS = 2
+PATH_MAX_PARTS = 15
+
+DICT_MIN_ENTRIES = 1
+DICT_MAX_ENTRIES = 10
+
+DEVICE_MIN_ENDPOINTS = 2
+DEVICE_MAX_ENDPOINTS = 48
+
+CONFIG_RULES_MIN_ENTRIES = 3
+CONFIG_RULES_MAX_ENTRIES = 100
+
+CONSTRAINTS_MIN_ENTRIES = 3
+CONSTRAINTS_MAX_ENTRIES = 10
+
+SLICE_MIN_SUBSERVICES = 0
+SLICE_MAX_SUBSERVICES = 3
+
+SLICE_MIN_SUBSLICES = 0
+SLICE_MAX_SUBSLICES = 3
diff --git a/src/dlt/performance/play_ground/__init__.py b/src/dlt/performance/play_ground/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..3e37b261ef4bf0f0f33ce36f9d660e252b362690
--- /dev/null
+++ b/src/dlt/performance/play_ground/__init__.py
@@ -0,0 +1,216 @@
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging, operator, random
+from typing import Dict, Tuple
+from common.proto.context_pb2 import Device, Link, Service, Slice
+from dlt.connector.client.DltGatewayClient import DltGatewayClient
+from .Enums import ActionEnum, RecordTypeEnum
+from .Dlt import (
+    DLT_OPERATION_CREATE, DLT_OPERATION_DELETE, DLT_OPERATION_UPDATE,
+    DLT_RECORD_TYPE_DEVICE, DLT_RECORD_TYPE_LINK, DLT_RECORD_TYPE_SERVICE, DLT_RECORD_TYPE_SLICE,
+    dlt_record_get, dlt_record_set)
+from .PerfData import PerfData
+from .Random import random_device, random_link, random_service, random_slice
+
+LOGGER = logging.getLogger(__name__)
+
+class PlayGround:
+    def __init__(self, dltgateway_client : DltGatewayClient, domain_uuid : str) -> None:
+        self._dltgateway_client = dltgateway_client
+        self._domain_uuid = domain_uuid
+        self._perf_data = PerfData()
+        self._devices  : Dict[str, Device ] = dict()
+        self._links    : Dict[str, Link   ] = dict()
+        self._services : Dict[str, Service] = dict()
+        self._slices   : Dict[str, Slice  ] = dict()
+
+    @property
+    def perf_data(self): return self._perf_data
+
+    def _choose_operation(self) -> Tuple[ActionEnum, RecordTypeEnum]:
+        operations = self._perf_data.operation_counters
+        if len(operations) == 0:
+            action = random.choice(list(ActionEnum.__members__.values()))
+            record_type = random.choice(list(RecordTypeEnum.__members__.values()))
+            return action, record_type
+
+        operations = sorted(operations.items(), key=operator.itemgetter(1))
+        min_executions = operations[0][1]
+        max_executions = operations[-1][1]
+        bound = (max_executions + min_executions) / 2 # enable randomness, but try to keep some level of balance
+        operations = list(filter(lambda t: t[1] <= bound, operations))
+        if len(operations) == 0:
+            action = random.choice(list(ActionEnum.__members__.values()))
+            record_type = random.choice(list(RecordTypeEnum.__members__.values()))
+            return action, record_type
+
+        (action, record_type),_ = random.choice(operations)
+        return action, record_type
+
+    def run_random_operation(self) -> bool:
+        method = None
+        while method is None:
+            action, record_type = self._choose_operation()
+            method_name = '{:s}_{:s}'.format(action.value, record_type.value)
+            method = getattr(self, method_name, None)
+        return method()
+
+    def create_device(self) -> bool:
+        device = random_device()
+        if device is None: return False
+        device_uuid = device.device_id.device_uuid.uuid # pylint: disable=no-member
+        self._devices[device_uuid] = device
+        perf_point = self._perf_data.add_point(ActionEnum.CREATE, RecordTypeEnum.DEVICE, device_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_CREATE, self._domain_uuid, device)
+        return True
+
+    def get_device(self) -> bool:
+        if len(self._devices) == 0: return False
+        device_uuid = random.choice(list(self._devices.keys()))
+        perf_point = self._perf_data.add_point(ActionEnum.GET, RecordTypeEnum.DEVICE, device_uuid)
+        data = dlt_record_get(
+            self._dltgateway_client, perf_point, self._domain_uuid, DLT_RECORD_TYPE_DEVICE, device_uuid)
+        self._devices[device_uuid] = Device(**data)
+        return True
+
+    def update_device(self) -> bool:
+        if len(self._devices) == 0: return False
+        device_uuid = random.choice(list(self._devices.keys()))
+        device = random_device(device_uuid=device_uuid)
+        if device is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.UPDATE, RecordTypeEnum.DEVICE, device_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_UPDATE, self._domain_uuid, device)
+        self._devices[device_uuid] = device
+        return True
+
+    def delete_device(self) -> bool:
+        if len(self._devices) == 0: return False
+        device_uuid = random.choice(list(self._devices.keys()))
+        device = self._devices.pop(device_uuid, None)
+        if device is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.DELETE, RecordTypeEnum.DEVICE, device_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_DELETE, self._domain_uuid, device)
+        return True
+
+    def create_link(self) -> bool:
+        link = random_link(self._devices)
+        if link is None: return False
+        link_uuid = link.link_id.link_uuid.uuid # pylint: disable=no-member
+        perf_point = self._perf_data.add_point(ActionEnum.CREATE, RecordTypeEnum.LINK, link_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_CREATE, self._domain_uuid, link)
+        self._links[link_uuid] = link
+        return True
+
+    def get_link(self) -> bool:
+        if len(self._links) == 0: return False
+        link_uuid = random.choice(list(self._links.keys()))
+        perf_point = self._perf_data.add_point(ActionEnum.GET, RecordTypeEnum.LINK, link_uuid)
+        data = dlt_record_get(
+            self._dltgateway_client, perf_point, self._domain_uuid, DLT_RECORD_TYPE_LINK, link_uuid)
+        self._links[link_uuid] = Link(**data)
+        return True
+
+    def update_link(self) -> bool:
+        if len(self._links) == 0: return False
+        link_uuid = random.choice(list(self._links.keys()))
+        link = random_link(self._devices, link_uuid=link_uuid)
+        if link is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.UPDATE, RecordTypeEnum.LINK, link_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_UPDATE, self._domain_uuid, link)
+        self._links[link_uuid] = link
+        return True
+
+    def delete_link(self) -> bool:
+        if len(self._links) == 0: return False
+        link_uuid = random.choice(list(self._links.keys()))
+        link = self._links.pop(link_uuid, None)
+        if link is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.DELETE, RecordTypeEnum.LINK, link_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_DELETE, self._domain_uuid, link)
+        return True
+
+    def create_service(self) -> bool:
+        service = random_service(self._devices)
+        if service is None: return False
+        service_uuid = service.service_id.service_uuid.uuid # pylint: disable=no-member
+        perf_point = self._perf_data.add_point(ActionEnum.CREATE, RecordTypeEnum.SERVICE, service_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_CREATE, self._domain_uuid, service)
+        self._services[service_uuid] = service
+        return True
+
+    def get_service(self) -> bool:
+        if len(self._services) == 0: return False
+        service_uuid = random.choice(list(self._services.keys()))
+        perf_point = self._perf_data.add_point(ActionEnum.GET, RecordTypeEnum.SERVICE, service_uuid)
+        data = dlt_record_get(
+            self._dltgateway_client, perf_point, self._domain_uuid, DLT_RECORD_TYPE_SERVICE, service_uuid)
+        self._services[service_uuid] = Service(**data)
+        return True
+
+    def update_service(self) -> bool:
+        if len(self._services) == 0: return False
+        service_uuid = random.choice(list(self._services.keys()))
+        service = random_service(self._devices, service_uuid=service_uuid)
+        if service is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.UPDATE, RecordTypeEnum.SERVICE, service_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_UPDATE, self._domain_uuid, service)
+        self._services[service_uuid] = service
+        return True
+
+    def delete_service(self) -> bool:
+        if len(self._services) == 0: return False
+        service_uuid = random.choice(list(self._services.keys()))
+        service = self._services.pop(service_uuid, None)
+        if service is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.DELETE, RecordTypeEnum.SERVICE, service_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_DELETE, self._domain_uuid, service)
+        return True
+
+    def create_slice(self) -> bool:
+        slice_ = random_slice(self._devices, self._services, self._slices)
+        if slice_ is None: return False
+        slice_uuid = slice_.slice_id.slice_uuid.uuid # pylint: disable=no-member
+        perf_point = self._perf_data.add_point(ActionEnum.CREATE, RecordTypeEnum.SLICE, slice_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_CREATE, self._domain_uuid, slice_)
+        self._slices[slice_uuid] = slice_
+        return True
+
+    def get_slice(self) -> bool:
+        if len(self._slices) == 0: return False
+        slice_uuid = random.choice(list(self._slices.keys()))
+        perf_point = self._perf_data.add_point(ActionEnum.GET, RecordTypeEnum.SLICE, slice_uuid)
+        data = dlt_record_get(
+            self._dltgateway_client, perf_point, self._domain_uuid, DLT_RECORD_TYPE_SLICE, slice_uuid)
+        self._slices[slice_uuid] = Slice(**data)
+        return True
+
+    def update_slice(self) -> bool:
+        if len(self._slices) == 0: return False
+        slice_uuid = random.choice(list(self._slices.keys()))
+        slice_ = random_slice(self._devices, self._services, self._slices, slice_uuid=slice_uuid)
+        if slice_ is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.UPDATE, RecordTypeEnum.SLICE, slice_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_UPDATE, self._domain_uuid, slice_)
+        self._slices[slice_uuid] = slice_
+        return True
+
+    def delete_slice(self) -> bool:
+        if len(self._slices) == 0: return False
+        slice_uuid = random.choice(list(self._slices.keys()))
+        slice_ = self._slices.pop(slice_uuid, None)
+        if slice_ is None: return False
+        perf_point = self._perf_data.add_point(ActionEnum.DELETE, RecordTypeEnum.SLICE, slice_uuid)
+        dlt_record_set(self._dltgateway_client, perf_point, DLT_OPERATION_DELETE, self._domain_uuid, slice_)
+        return True
diff --git a/src/dlt/performance/run_test.sh b/src/dlt/performance/run_test.sh
new file mode 100755
index 0000000000000000000000000000000000000000..58aa0b88e567a71766e5a4090c014484fe7aa180
--- /dev/null
+++ b/src/dlt/performance/run_test.sh
@@ -0,0 +1,16 @@
+#!/bin/bash
+# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+PYTHONPATH=./src python -m dlt.performance