diff --git a/manifests/contextservice.yaml b/manifests/contextservice.yaml
index 811f00d7a51ba2c7417f3150384a56801d0cfd21..8655b275b43c05f6eace544416c88123bb4725f1 100644
--- a/manifests/contextservice.yaml
+++ b/manifests/contextservice.yaml
@@ -52,11 +52,11 @@ spec:
             command: ["/bin/grpc_health_probe", "-addr=:1010"]
         resources:
           requests:
-            cpu: 50m
+            cpu: 75m
             memory: 64Mi
           limits:
-            cpu: 500m
-            memory: 512Mi
+            cpu: 100m
+            memory: 128Mi
 ---
 apiVersion: v1
 kind: Service
@@ -87,8 +87,8 @@ spec:
     apiVersion: apps/v1
     kind: Deployment
     name: contextservice
-  minReplicas: 2
-  maxReplicas: 5
+  minReplicas: 1
+  maxReplicas: 20
   metrics:
   - type: Resource
     resource:
diff --git a/manifests/deviceservice.yaml b/manifests/deviceservice.yaml
index ca2c81f0f2e5d874066464ab0537adeec734cfbb..ad54f4b6c2682c381c1c5238a013e1d12e177764 100644
--- a/manifests/deviceservice.yaml
+++ b/manifests/deviceservice.yaml
@@ -45,11 +45,11 @@ spec:
             command: ["/bin/grpc_health_probe", "-addr=:2020"]
         resources:
           requests:
-            cpu: 50m
+            cpu: 128m
             memory: 64Mi
           limits:
-            cpu: 500m
-            memory: 512Mi
+            cpu: 256m
+            memory: 128Mi
 ---
 apiVersion: v1
 kind: Service
diff --git a/manifests/load_generatorservice.yaml b/manifests/load_generatorservice.yaml
index b94e11e725757fa2ec67de19f98ecfa6a03f085b..3f65c2c857a39f2b7a5ebeaccd9ddfd4916f2487 100644
--- a/manifests/load_generatorservice.yaml
+++ b/manifests/load_generatorservice.yaml
@@ -44,11 +44,11 @@ spec:
             command: ["/bin/grpc_health_probe", "-addr=:50052"]
         resources:
           requests:
-            cpu: 50m
+            cpu: 256m
             memory: 64Mi
           limits:
-            cpu: 500m
-            memory: 512Mi
+            cpu: 512m
+            memory: 128Mi
 ---
 apiVersion: v1
 kind: Service
diff --git a/manifests/pathcompservice.yaml b/manifests/pathcompservice.yaml
index 5703b82edc88f3f484f0bea4f7dcd3dccb704a0b..3ba12750b20a7093a570748e67a93922316a66f6 100644
--- a/manifests/pathcompservice.yaml
+++ b/manifests/pathcompservice.yaml
@@ -108,8 +108,8 @@ spec:
     apiVersion: apps/v1
     kind: Deployment
     name: pathcompservice
-  minReplicas: 2
-  maxReplicas: 5
+  minReplicas: 1
+  maxReplicas: 20
   metrics:
   - type: Resource
     resource:
diff --git a/manifests/performance-hpa.txt b/manifests/performance-hpa.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6aadc114f0e0b049c372ff5c5c6381c19d304f9f
--- /dev/null
+++ b/manifests/performance-hpa.txt
@@ -0,0 +1,14 @@
+NAME            CPU     MEM     metric
+context         0.07    65      min
+context         0.085   66      avg
+context         0.1     71      max
+device          0.112   64      min/avg/max
+serviceservice  0.034   32      min
+serviceservice  0.047   33      avg
+serviceservice  0.06    37      max
+pathcompservice 0.087   184     min/avg/max
+sliceservice    0.028   103     min
+sliceservice    0.046   106     avg
+sliceservice    0.062   110     max
+load-generator  0.192   35      min/avg/max
+webuiservice    0.003   75      min/avg/max
diff --git a/manifests/serviceservice.yaml b/manifests/serviceservice.yaml
index 655538f49832774afabba3c62c534be53c9f2f46..ce90aa18854522f1c08e213cb554c70af70bac36 100644
--- a/manifests/serviceservice.yaml
+++ b/manifests/serviceservice.yaml
@@ -45,11 +45,11 @@ spec:
             command: ["/bin/grpc_health_probe", "-addr=:3030"]
         resources:
           requests:
-            cpu: 50m
-            memory: 64Mi
+            cpu: 32m
+            memory: 32Mi
           limits:
-            cpu: 500m
-            memory: 512Mi
+            cpu: 128m
+            memory: 64Mi
 ---
 apiVersion: v1
 kind: Service
@@ -80,8 +80,8 @@ spec:
     apiVersion: apps/v1
     kind: Deployment
     name: serviceservice
-  minReplicas: 2
-  maxReplicas: 5
+  minReplicas: 1
+  maxReplicas: 20
   metrics:
   - type: Resource
     resource:
diff --git a/manifests/sliceservice.yaml b/manifests/sliceservice.yaml
index 34453735eafdbfe3ca1b69cf31a90e51f6406ef4..8f312e8e0c89c5b8ed1923622078ea16b6bd876e 100644
--- a/manifests/sliceservice.yaml
+++ b/manifests/sliceservice.yaml
@@ -50,11 +50,11 @@ spec:
             command: ["/bin/grpc_health_probe", "-addr=:4040"]
         resources:
           requests:
-            cpu: 50m
-            memory: 64Mi
+            cpu: 32m
+            memory: 128Mi
           limits:
-            cpu: 500m
-            memory: 512Mi
+            cpu: 128m
+            memory: 256Mi
 ---
 apiVersion: v1
 kind: Service
@@ -85,8 +85,8 @@ spec:
     apiVersion: apps/v1
     kind: Deployment
     name: sliceservice
-  minReplicas: 2
-  maxReplicas: 5
+  minReplicas: 1
+  maxReplicas: 20
   metrics:
   - type: Resource
     resource: