diff --git a/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py b/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py
index 51533c784e4090bbdc007c06a07e8e2d70e80750..eb3388934fcd2bc3762b75712f0ca11c70503ac6 100644
--- a/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py
+++ b/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py
@@ -14,23 +14,14 @@
 
 from __future__ import print_function
 import logging
-import grpc
 import time
-import json
 
 from common.proto.l3_centralizedattackdetector_pb2 import Empty
 from common.proto.l3_attackmitigator_pb2_grpc import L3AttackmitigatorServicer
 from common.proto.context_pb2 import (
     ServiceId,
-    ServiceConfig,
-    ContextId,
-    Uuid,
-    ConfigRule,
-    ConfigRule_Custom,
     ConfigActionEnum,
 )
-from common.proto.context_pb2_grpc import ContextServiceStub
-from common.proto.service_pb2_grpc import ServiceServiceStub
 
 from common.proto.acl_pb2 import AclForwardActionEnum, AclLogActionEnum, AclRuleTypeEnum
 from common.proto.context_pb2 import ConfigActionEnum, Service, ServiceId
@@ -146,7 +137,6 @@ class l3_attackmitigatorServiceServicerImpl(L3AttackmitigatorServicer):
 
         while sentinel:
             try:
-                #service = self.GetService(service_id)
                 service = self.context_client.GetService(service_id)
                 sentinel = False
             except Exception as e:
@@ -156,14 +146,6 @@ class l3_attackmitigatorServiceServicerImpl(L3AttackmitigatorServicer):
 
         LOGGER.info("Service obtained from ServiceId:\n{}".format(service))
 
-        # Old version
-        # config_rule = self.GetConfigRule(ip_o, ip_d, port_o, port_d)
-
-        # service_config = ServiceConfig()
-        # service_config.config_rules.extend([config_rule])
-        # service.service_config.CopyFrom(service_config)
-
-        # New version
         self.configure_acl_rule(
             context_uuid=service_id.context_id.context_uuid.uuid,
             service_uuid=service_id.service_uuid.uuid,
@@ -178,16 +160,7 @@ class l3_attackmitigatorServiceServicerImpl(L3AttackmitigatorServicer):
         LOGGER.info("Service with new rule:\n{}".format(service))
         self.service_client.UpdateService(service)
 
-        #service2 = self.GetService(service_id)
         service2 = self.context_client.GetService(service_id)
         LOGGER.info("Service obtained from ServiceId after updating with the new rule:\n{}".format(service2))
 
-        return Empty(message=f"OK, received values: {last_tag} with confidence {last_value}.")
-
-"""
-    def GetMitigation(self, request, context):
-        logging.info("Returning mitigation strategy...")
-        k = self.last_value * 2
-
-        return Empty(message=f"Mitigation with double confidence = {k}")
-"""
+        return Empty(message=f"OK, received values: {last_tag} with confidence {last_value}.")
\ No newline at end of file
diff --git a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py
index 01ae92ae02f409fafc7c2d6bc191f8672be5cb84..67b50e25d500b0dda06d3030f1f154378f885b0b 100644
--- a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py
+++ b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py
@@ -17,18 +17,15 @@ from datetime import datetime
 from datetime import timedelta
 
 import os
-import grpc
 import numpy as np
 import onnxruntime as rt
 import logging
-from time import sleep
 import time
 
 from common.proto.l3_centralizedattackdetector_pb2 import Empty
 from common.proto.l3_centralizedattackdetector_pb2_grpc import L3CentralizedattackdetectorServicer
 
 from common.proto.l3_attackmitigator_pb2 import L3AttackmitigatorOutput
-from common.proto.l3_attackmitigator_pb2_grpc import L3AttackmitigatorStub
 
 from common.proto.monitoring_pb2 import KpiDescriptor
 from common.proto.kpi_sample_types_pb2 import KpiSampleType
@@ -37,17 +34,10 @@ from monitoring.client.MonitoringClient import MonitoringClient
 from common.proto.monitoring_pb2 import Kpi
 
 from common.tools.timestamp.Converters import timestamp_utcnow_to_float
-from common.proto.context_pb2 import Timestamp, ServiceId, EndPointId, SliceId, ConnectionId
+from common.proto.context_pb2 import Timestamp, SliceId, ConnectionId
 
 from l3_attackmitigator.client.l3_attackmitigatorClient import l3_attackmitigatorClient
 
-# from context.client.ContextClient import ContextClient
-
-from multiprocessing import Process, Queue
-
-from google.protobuf.json_format import MessageToJson, Parse
-import copy
-
 import uuid
 
 
@@ -129,8 +119,8 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto
     """
     Create a monitored KPI for a specific service and add it to the Monitoring Client
         -input: 
-            + client: Monitoring Client object where the KPI will be tracked
             + service_id: service ID where the KPI will be monitored
+            + kpi_name: name of the KPI
             + kpi_description: description of the KPI
             + kpi_sample_type: KPI sample type of the KPI (it must be defined in the kpi_sample_types.proto file)
         -output: KPI identifier representing the KPI
@@ -139,10 +129,6 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto
     def create_kpi(
         self,
         service_id,
-        device_id,
-        endpoint_id,
-        slice_id,
-        connection_id,
         kpi_name,
         kpi_description,
         kpi_sample_type,
@@ -150,10 +136,6 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto
         kpidescriptor = KpiDescriptor()
         kpidescriptor.kpi_description = kpi_description
         kpidescriptor.service_id.service_uuid.uuid = service_id.service_uuid.uuid
-        # kpidescriptor.device_id.device_uuid.uuid = device_id.device_uuid.uuid
-        # kpidescriptor.endpoint_id.endpoint_uuid.uuid = endpoint_id.endpoint_uuid.uuid
-        # kpidescriptor.slice_id.slice_uuid.uuid = slice_id.slice_uuid.uuid
-        # kpidescriptor.connection_id.connection_uuid.uuid = connection_id.connection_uuid.uuid
         kpidescriptor.kpi_sample_type = kpi_sample_type
         new_kpi = self.monitoring_client.SetKpi(kpidescriptor)
 
@@ -173,7 +155,6 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto
 
         # for now, all the KPIs are created for all the services from which requests are received
         for kpi in self.monitored_kpis:
-            # slice_ids_list = self.context_client.ListSliceIds(self.context_id)[0]
             # generate random slice_id
             slice_id = SliceId()
             slice_id.slice_uuid.uuid = str(uuid.uuid4())
@@ -184,10 +165,6 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto
 
             created_kpi = self.create_kpi(
                 service_id,
-                device_id,
-                endpoint_id,
-                slice_id,
-                connection_id,
                 kpi,
                 self.monitored_kpis[kpi]["description"].format(service_id=service_id.service_uuid.uuid),
                 self.monitored_kpis[kpi]["kpi_sample_type"],