diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc-1-jmx-configmap.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc-1-jmx-configmap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..78496a86b1242a89b9e844ead3e700fd0b9a9667
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc-1-jmx-configmap.yaml
@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: aggregation-jmx-configmap
+data:
+  jmx-kafka-prometheus.yml: |+
+    jmxUrl: service:jmx:rmi:///jndi/rmi://localhost:5555/jmxrmi
+    lowercaseOutputName: true
+    lowercaseOutputLabelNames: true
+    ssl: false
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-operator.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-operator.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a7695eeaf776f8c1e6edcd354bb16df2c30df065
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-operator.yaml
@@ -0,0 +1,32 @@
+apiVersion: theodolite.com/v1alpha1
+kind: benchmark
+metadata:
+  name: uc1-kstreams
+appResource:
+  - "uc1-kstreams-deployment.yaml"
+  - "uc1-kstreams-service.yaml"
+  - "uc1-jmx-configmap.yaml"
+  - "uc1-service-monitor.yaml"
+loadGenResource:
+  - "uc1-load-generator-deployment.yaml"
+  - "uc1-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc1-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc1-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc1-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-standalone.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-standalone.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..02ea0ab3b7730843dad10fcf7d8bcb7e7eab490f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-benchmark-standalone.yaml
@@ -0,0 +1,29 @@
+name: "uc1-kstreams"
+appResource:
+  - "uc1-kstreams-deployment.yaml"
+  - "uc1-kstreams-service.yaml"
+  - "uc1-jmx-configmap.yaml"
+  - "uc1-service-monitor.yaml"
+loadGenResource:
+  - "uc1-load-generator-deployment.yaml"
+  - "uc1-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc1-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc1-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc1-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-deployment.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..171c3446db2719ee91bd8954233015316851fcf9
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-deployment.yaml
@@ -0,0 +1,55 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-aggregation
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-aggregation
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: uc-application
+          image: ghcr.io/cau-se/theodolite-uc1-kstreams-app:latest
+          ports:
+            - containerPort: 5555
+              name: jmx
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: JAVA_OPTS
+              value: "-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.port=5555"
+            - name: COMMIT_INTERVAL_MS # Set as default for the applications
+              value: "100"
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+        - name: prometheus-jmx-exporter
+          image: "solsson/kafka-prometheus-jmx-exporter@sha256:6f82e2b0464f50da8104acd7363fb9b995001ddff77d248379f8788e78946143"
+          command:
+            - java
+            - -XX:+UnlockExperimentalVMOptions
+            - -XX:+UseCGroupMemoryLimitForHeap
+            - -XX:MaxRAMFraction=1
+            - -XshowSettings:vm
+            - -jar
+            - jmx_prometheus_httpserver.jar
+            - "5556"
+            - /etc/jmx-aggregation/jmx-kafka-prometheus.yml
+          ports:
+            - containerPort: 5556
+          volumeMounts:
+            - name: jmx-config
+              mountPath: /etc/jmx-aggregation
+      volumes:
+        - name: jmx-config
+          configMap:
+            name: aggregation-jmx-configmap
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-service.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85432d04f225c30469f3232153ef6bd72bd02bdf
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-kstreams-service.yaml
@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:  
+  name: titan-ccp-aggregation
+  labels:
+    app: titan-ccp-aggregation
+spec:
+  #type: NodePort
+  selector:    
+    app: titan-ccp-aggregation
+  ports:  
+  - name: http
+    port: 80
+    targetPort: 80
+    protocol: TCP
+  - name: metrics
+    port: 5556
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-deployment.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9f9ccc6ae39407bb1f027e1e23cb152944b869e0
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-deployment.yaml
@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-load-generator
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-load-generator
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-load-generator
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: workload-generator
+          image: ghcr.io/cau-se/theodolite-uc1-workload-generator:latest
+          ports:
+            - containerPort: 5701
+              name: coordination
+          env:
+            - name: KUBERNETES_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: KUBERNETES_DNS_NAME
+              value: "titan-ccp-load-generator.$(KUBERNETES_NAMESPACE).svc.cluster.local"
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-service.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f8b26b3f6dece427f9c1ad4db94e351b042749b3
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-load-generator-service.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: titan-ccp-load-generator
+  labels:
+    app: titan-ccp-load-generator
+spec:
+  type: ClusterIP
+  clusterIP: None
+  selector:
+    app: titan-ccp-load-generator
+  ports:
+    - name: coordination
+      port: 5701
+      targetPort: 5701
+      protocol: TCP
diff --git a/theodolite-benchmarks/definitions/uc1-kstreams/uc1-service-monitor.yaml b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-service-monitor.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4e7e758cacb5086305efa26292ddef2afc958096
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-kstreams/uc1-service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: titan-ccp-aggregation
+    appScope: titan-ccp
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+        app: titan-ccp-aggregation
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-operator.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-operator.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cfc8ff0e4a1ea522edfced1f205eb8cee613de7b
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-operator.yaml
@@ -0,0 +1,32 @@
+apiVersion: theodolite.com/v1alpha1
+kind: benchmark
+metadata:
+  name: uc2-kstreams
+appResource:
+  - "uc2-kstreams-deployment.yaml"
+  - "uc2-kstreams-service.yaml"
+  - "uc2-jmx-configmap.yaml"
+  - "uc2-service-monitor.yaml"
+loadGenResource:
+  - "uc2-load-generator-deployment.yaml"
+  - "uc2-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc2-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc2-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc2-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-standalone.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-standalone.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..3c4291530eff6a8e186a0872658a356ae662ad2a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-benchmark-standalone.yaml
@@ -0,0 +1,29 @@
+name: "uc2-kstreams"
+appResource:
+  - "uc2-kstreams-deployment.yaml"
+  - "uc2-kstreams-service.yaml"
+  - "uc2-jmx-configmap.yaml"
+  - "uc2-service-monitor.yaml"
+loadGenResource:
+  - "uc2-load-generator-deployment.yaml"
+  - "uc2-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc2-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc2-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc2-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-jmx-configmap.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-jmx-configmap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..78496a86b1242a89b9e844ead3e700fd0b9a9667
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-jmx-configmap.yaml
@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: aggregation-jmx-configmap
+data:
+  jmx-kafka-prometheus.yml: |+
+    jmxUrl: service:jmx:rmi:///jndi/rmi://localhost:5555/jmxrmi
+    lowercaseOutputName: true
+    lowercaseOutputLabelNames: true
+    ssl: false
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-deployment.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e07bb3f9e536655712c06a004c5d1fb60ffa67e0
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-deployment.yaml
@@ -0,0 +1,55 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-aggregation
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-aggregation
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: uc-application
+          image: ghcr.io/cau-se/theodolite-uc2-kstreams-app:latest
+          ports:
+            - containerPort: 5555
+              name: jmx
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: JAVA_OPTS
+              value: "-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.port=5555"
+            - name: COMMIT_INTERVAL_MS # Set as default for the applications
+              value: "100"
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+        - name: prometheus-jmx-exporter
+          image: "solsson/kafka-prometheus-jmx-exporter@sha256:6f82e2b0464f50da8104acd7363fb9b995001ddff77d248379f8788e78946143"
+          command:
+            - java
+            - -XX:+UnlockExperimentalVMOptions
+            - -XX:+UseCGroupMemoryLimitForHeap
+            - -XX:MaxRAMFraction=1
+            - -XshowSettings:vm
+            - -jar
+            - jmx_prometheus_httpserver.jar
+            - "5556"
+            - /etc/jmx-aggregation/jmx-kafka-prometheus.yml
+          ports:
+            - containerPort: 5556
+          volumeMounts:
+            - name: jmx-config
+              mountPath: /etc/jmx-aggregation
+      volumes:
+        - name: jmx-config
+          configMap:
+            name: aggregation-jmx-configmap
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-service.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85432d04f225c30469f3232153ef6bd72bd02bdf
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-kstreams-service.yaml
@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:  
+  name: titan-ccp-aggregation
+  labels:
+    app: titan-ccp-aggregation
+spec:
+  #type: NodePort
+  selector:    
+    app: titan-ccp-aggregation
+  ports:  
+  - name: http
+    port: 80
+    targetPort: 80
+    protocol: TCP
+  - name: metrics
+    port: 5556
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-deployment.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..dfc0af71543c15b12b5c850919feb0e0a4f52f28
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-deployment.yaml
@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-load-generator
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-load-generator
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-load-generator
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: workload-generator
+          image: ghcr.io/cau-se/theodolite-uc2-workload-generator:latest
+          ports:
+            - containerPort: 5701
+              name: coordination
+          env:
+            - name: KUBERNETES_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: KUBERNETES_DNS_NAME
+              value: "titan-ccp-load-generator.$(KUBERNETES_NAMESPACE).svc.cluster.local"
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-service.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f8b26b3f6dece427f9c1ad4db94e351b042749b3
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-load-generator-service.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: titan-ccp-load-generator
+  labels:
+    app: titan-ccp-load-generator
+spec:
+  type: ClusterIP
+  clusterIP: None
+  selector:
+    app: titan-ccp-load-generator
+  ports:
+    - name: coordination
+      port: 5701
+      targetPort: 5701
+      protocol: TCP
diff --git a/theodolite-benchmarks/definitions/uc2-kstreams/uc2-service-monitor.yaml b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-service-monitor.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4e7e758cacb5086305efa26292ddef2afc958096
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-kstreams/uc2-service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: titan-ccp-aggregation
+    appScope: titan-ccp
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+        app: titan-ccp-aggregation
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-operator.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-operator.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..6346f70d4fc7681afdcfea05b8ac169765eb2816
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-operator.yaml
@@ -0,0 +1,32 @@
+apiVersion: theodolite.com/v1alpha1
+kind: benchmark
+metadata:
+  name: uc3-kstreams
+appResource:
+  - "uc3-kstreams-deployment.yaml"
+  - "uc3-kstreams-service.yaml"
+  - "uc3-jmx-configmap.yaml"
+  - "uc3-service-monitor.yaml"
+loadGenResource:
+  - "uc3-load-generator-deployment.yaml"
+  - "uc3-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc3-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc3-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc3-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-standalone.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-standalone.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cfc62cc6be05f309a9adad9452727ede18a97fbb
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-benchmark-standalone.yaml
@@ -0,0 +1,29 @@
+name: "uc3-kstreams"
+appResource:
+  - "uc3-kstreams-deployment.yaml"
+  - "uc3-kstreams-service.yaml"
+  - "uc3-jmx-configmap.yaml"
+  - "uc3-service-monitor.yaml"
+loadGenResource:
+  - "uc3-load-generator-deployment.yaml"
+  - "uc3-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc3-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc3-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc3-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-jmx-configmap.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-jmx-configmap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..78496a86b1242a89b9e844ead3e700fd0b9a9667
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-jmx-configmap.yaml
@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: aggregation-jmx-configmap
+data:
+  jmx-kafka-prometheus.yml: |+
+    jmxUrl: service:jmx:rmi:///jndi/rmi://localhost:5555/jmxrmi
+    lowercaseOutputName: true
+    lowercaseOutputLabelNames: true
+    ssl: false
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-deployment.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e3f63fae9e245e6116e0fe451480d9bc74b36433
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-deployment.yaml
@@ -0,0 +1,55 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-aggregation
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-aggregation
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: uc-application
+          image: ghcr.io/cau-se/theodolite-uc3-kstreams-app:latest
+          ports:
+            - containerPort: 5555
+              name: jmx
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: JAVA_OPTS
+              value: "-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.port=5555"
+            - name: COMMIT_INTERVAL_MS # Set as default for the applications
+              value: "100"
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+        - name: prometheus-jmx-exporter
+          image: "solsson/kafka-prometheus-jmx-exporter@sha256:6f82e2b0464f50da8104acd7363fb9b995001ddff77d248379f8788e78946143"
+          command:
+            - java
+            - -XX:+UnlockExperimentalVMOptions
+            - -XX:+UseCGroupMemoryLimitForHeap
+            - -XX:MaxRAMFraction=1
+            - -XshowSettings:vm
+            - -jar
+            - jmx_prometheus_httpserver.jar
+            - "5556"
+            - /etc/jmx-aggregation/jmx-kafka-prometheus.yml
+          ports:
+            - containerPort: 5556
+          volumeMounts:
+            - name: jmx-config
+              mountPath: /etc/jmx-aggregation
+      volumes:
+        - name: jmx-config
+          configMap:
+            name: aggregation-jmx-configmap
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-service.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85432d04f225c30469f3232153ef6bd72bd02bdf
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-kstreams-service.yaml
@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:  
+  name: titan-ccp-aggregation
+  labels:
+    app: titan-ccp-aggregation
+spec:
+  #type: NodePort
+  selector:    
+    app: titan-ccp-aggregation
+  ports:  
+  - name: http
+    port: 80
+    targetPort: 80
+    protocol: TCP
+  - name: metrics
+    port: 5556
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-deployment.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c1cad0b70fd82a5bbb43792ee79f9cf5cc71d95f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-deployment.yaml
@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-load-generator
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-load-generator
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-load-generator
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: workload-generator
+          image: ghcr.io/cau-se/theodolite-uc3-workload-generator:latest
+          ports:
+            - containerPort: 5701
+              name: coordination
+          env:
+            - name: KUBERNETES_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: KUBERNETES_DNS_NAME
+              value: "titan-ccp-load-generator.$(KUBERNETES_NAMESPACE).svc.cluster.local"
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-service.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f8b26b3f6dece427f9c1ad4db94e351b042749b3
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-load-generator-service.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: titan-ccp-load-generator
+  labels:
+    app: titan-ccp-load-generator
+spec:
+  type: ClusterIP
+  clusterIP: None
+  selector:
+    app: titan-ccp-load-generator
+  ports:
+    - name: coordination
+      port: 5701
+      targetPort: 5701
+      protocol: TCP
diff --git a/theodolite-benchmarks/definitions/uc3-kstreams/uc3-service-monitor.yaml b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-service-monitor.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4e7e758cacb5086305efa26292ddef2afc958096
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-kstreams/uc3-service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: titan-ccp-aggregation
+    appScope: titan-ccp
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+        app: titan-ccp-aggregation
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-operator.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-operator.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1e2b3db2e97fcd46c080a5b6b5ed8850caf84703
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-operator.yaml
@@ -0,0 +1,32 @@
+apiVersion: theodolite.com/v1alpha1
+kind: benchmark
+metadata:
+  name: uc4-kstreams
+appResource:
+  - "uc4-kstreams-deployment.yaml"
+  - "uc4-kstreams-service.yaml"
+  - "uc4-jmx-configmap.yaml"
+  - "uc4-service-monitor.yaml"
+loadGenResource:
+  - "uc4-load-generator-deployment.yaml"
+  - "uc4-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc4-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc4-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_SENSORS"
+      - type: NumSensorsLoadGeneratorReplicaPatcher
+        resource: "uc4-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-standalone.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-standalone.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0769b7cdc43b002a724e8c425b4d846d0d630cbe
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-benchmark-standalone.yaml
@@ -0,0 +1,29 @@
+name: "uc4-kstreams"
+appResource:
+  - "uc4-kstreams-deployment.yaml"
+  - "uc4-kstreams-service.yaml"
+  - "uc4-jmx-configmap.yaml"
+  - "uc4-service-monitor.yaml"
+loadGenResource:
+  - "uc4-load-generator-deployment.yaml"
+  - "uc4-load-generator-service.yaml"
+resourceTypes:
+  - typeName: "Instances"
+    patchers:
+      - type: "ReplicaPatcher"
+        resource: "uc4-kstreams-deployment.yaml"
+loadTypes:
+  - typeName: "NumSensors"
+    patchers:
+      - type: "EnvVarPatcher"
+        resource: "uc4-load-generator-deployment.yaml"
+        container: "workload-generator"
+        variableName: "NUM_NESTED_GROUPS"
+      - type: NumNestedGroupsLoadGeneratorReplicaPatcher
+        resource: "uc4-load-generator-deployment.yaml"
+kafkaConfig:
+  bootstrapServer: "theodolite-cp-kafka:9092"
+  topics:
+    - name: "input"
+      numPartitions: 40
+      replicationFactor: 1
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-jmx-configmap.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-jmx-configmap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..78496a86b1242a89b9e844ead3e700fd0b9a9667
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-jmx-configmap.yaml
@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: aggregation-jmx-configmap
+data:
+  jmx-kafka-prometheus.yml: |+
+    jmxUrl: service:jmx:rmi:///jndi/rmi://localhost:5555/jmxrmi
+    lowercaseOutputName: true
+    lowercaseOutputLabelNames: true
+    ssl: false
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-deployment.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e3f63fae9e245e6116e0fe451480d9bc74b36433
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-deployment.yaml
@@ -0,0 +1,55 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-aggregation
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-aggregation
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: uc-application
+          image: ghcr.io/cau-se/theodolite-uc3-kstreams-app:latest
+          ports:
+            - containerPort: 5555
+              name: jmx
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: JAVA_OPTS
+              value: "-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.authenticate=false -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.port=5555"
+            - name: COMMIT_INTERVAL_MS # Set as default for the applications
+              value: "100"
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+        - name: prometheus-jmx-exporter
+          image: "solsson/kafka-prometheus-jmx-exporter@sha256:6f82e2b0464f50da8104acd7363fb9b995001ddff77d248379f8788e78946143"
+          command:
+            - java
+            - -XX:+UnlockExperimentalVMOptions
+            - -XX:+UseCGroupMemoryLimitForHeap
+            - -XX:MaxRAMFraction=1
+            - -XshowSettings:vm
+            - -jar
+            - jmx_prometheus_httpserver.jar
+            - "5556"
+            - /etc/jmx-aggregation/jmx-kafka-prometheus.yml
+          ports:
+            - containerPort: 5556
+          volumeMounts:
+            - name: jmx-config
+              mountPath: /etc/jmx-aggregation
+      volumes:
+        - name: jmx-config
+          configMap:
+            name: aggregation-jmx-configmap
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-service.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85432d04f225c30469f3232153ef6bd72bd02bdf
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-kstreams-service.yaml
@@ -0,0 +1,17 @@
+apiVersion: v1
+kind: Service
+metadata:  
+  name: titan-ccp-aggregation
+  labels:
+    app: titan-ccp-aggregation
+spec:
+  #type: NodePort
+  selector:    
+    app: titan-ccp-aggregation
+  ports:  
+  - name: http
+    port: 80
+    targetPort: 80
+    protocol: TCP
+  - name: metrics
+    port: 5556
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-deployment.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-deployment.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c1cad0b70fd82a5bbb43792ee79f9cf5cc71d95f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-deployment.yaml
@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: titan-ccp-load-generator
+spec:
+  selector:
+    matchLabels:
+      app: titan-ccp-load-generator
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: titan-ccp-load-generator
+    spec:
+      terminationGracePeriodSeconds: 0
+      containers:
+        - name: workload-generator
+          image: ghcr.io/cau-se/theodolite-uc3-workload-generator:latest
+          ports:
+            - containerPort: 5701
+              name: coordination
+          env:
+            - name: KUBERNETES_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: KUBERNETES_DNS_NAME
+              value: "titan-ccp-load-generator.$(KUBERNETES_NAMESPACE).svc.cluster.local"
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-service.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-service.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f8b26b3f6dece427f9c1ad4db94e351b042749b3
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-load-generator-service.yaml
@@ -0,0 +1,16 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: titan-ccp-load-generator
+  labels:
+    app: titan-ccp-load-generator
+spec:
+  type: ClusterIP
+  clusterIP: None
+  selector:
+    app: titan-ccp-load-generator
+  ports:
+    - name: coordination
+      port: 5701
+      targetPort: 5701
+      protocol: TCP
diff --git a/theodolite-benchmarks/definitions/uc4-kstreams/uc4-service-monitor.yaml b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-service-monitor.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4e7e758cacb5086305efa26292ddef2afc958096
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-kstreams/uc4-service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: titan-ccp-aggregation
+    appScope: titan-ccp
+  name: titan-ccp-aggregation
+spec:
+  selector:
+    matchLabels:
+        app: titan-ccp-aggregation
+  endpoints:
+    - port: metrics
+      interval: 10s