From 28798d93b9ba300d3a9a12cd5ef5e05bc6485739 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?S=C3=B6ren=20Henning?= <soeren.henning@email.uni-kiel.de>
Date: Wed, 28 Apr 2021 19:01:29 +0200
Subject: [PATCH] Add Flink benchmark resources

Co-authored-by: Nico Biernat <stu209212@mail.uni-kiel.de>
---
 .../flink-configuration-configmap.yaml        | 66 +++++++++++++
 .../uc1-flink/jobmanager-deployment.yaml      | 93 +++++++++++++++++++
 .../uc1-flink/jobmanager-rest-service.yaml    | 14 +++
 .../uc1-flink/jobmanager-service.yaml         | 20 ++++
 .../uc1-flink/service-monitor.yaml            | 14 +++
 .../uc1-flink/taskmanager-deployment.yaml     | 87 +++++++++++++++++
 .../uc1-flink/taskmanager-service.yaml        | 14 +++
 .../flink-configuration-configmap.yaml        | 66 +++++++++++++
 .../uc2-flink/jobmanager-deployment.yaml      | 93 +++++++++++++++++++
 .../uc2-flink/jobmanager-rest-service.yaml    | 14 +++
 .../uc2-flink/jobmanager-service.yaml         | 20 ++++
 .../uc2-flink/service-monitor.yaml            | 14 +++
 .../uc2-flink/taskmanager-deployment.yaml     | 87 +++++++++++++++++
 .../uc2-flink/taskmanager-service.yaml        | 14 +++
 .../flink-configuration-configmap.yaml        | 66 +++++++++++++
 .../uc3-flink/jobmanager-deployment.yaml      | 93 +++++++++++++++++++
 .../uc3-flink/jobmanager-rest-service.yaml    | 14 +++
 .../uc3-flink/jobmanager-service.yaml         | 20 ++++
 .../uc3-flink/service-monitor.yaml            | 14 +++
 .../uc3-flink/taskmanager-deployment.yaml     | 87 +++++++++++++++++
 .../uc3-flink/taskmanager-service.yaml        | 14 +++
 .../flink-configuration-configmap.yaml        | 66 +++++++++++++
 .../uc4-flink/jobmanager-deployment.yaml      | 93 +++++++++++++++++++
 .../uc4-flink/jobmanager-rest-service.yaml    | 14 +++
 .../uc4-flink/jobmanager-service.yaml         | 20 ++++
 .../uc4-flink/service-monitor.yaml            | 14 +++
 .../uc4-flink/taskmanager-deployment.yaml     | 87 +++++++++++++++++
 .../uc4-flink/taskmanager-service.yaml        | 14 +++
 28 files changed, 1232 insertions(+)
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/flink-configuration-configmap.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/jobmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/jobmanager-rest-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/jobmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/service-monitor.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/taskmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc1-flink/taskmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/flink-configuration-configmap.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/jobmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/jobmanager-rest-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/jobmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/service-monitor.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/taskmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc2-flink/taskmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/flink-configuration-configmap.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/jobmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/jobmanager-rest-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/jobmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/service-monitor.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/taskmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc3-flink/taskmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/flink-configuration-configmap.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/jobmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/jobmanager-rest-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/jobmanager-service.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/service-monitor.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/taskmanager-deployment.yaml
 create mode 100644 theodolite-benchmarks/definitions/uc4-flink/taskmanager-service.yaml

diff --git a/theodolite-benchmarks/definitions/uc1-flink/flink-configuration-configmap.yaml b/theodolite-benchmarks/definitions/uc1-flink/flink-configuration-configmap.yaml
new file mode 100644
index 000000000..36178e2be
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/flink-configuration-configmap.yaml
@@ -0,0 +1,66 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: flink-config
+  labels:
+    app: flink
+data:
+  flink-conf.yaml: |+
+    jobmanager.rpc.address: flink-jobmanager
+    taskmanager.numberOfTaskSlots: 1 #TODO
+    #blob.server.port: 6124
+    #jobmanager.rpc.port: 6123
+    #taskmanager.rpc.port: 6122
+    #queryable-state.proxy.ports: 6125
+    #jobmanager.memory.process.size: 4Gb
+    #taskmanager.memory.process.size: 4Gb
+    #parallelism.default: 1 #TODO
+    metrics.reporter.prom.class: org.apache.flink.metrics.prometheus.PrometheusReporter
+    metrics.reporter.prom.interval: 10 SECONDS
+    taskmanager.network.detailed-metrics: true
+  # -> gives metrics about inbound/outbound network queue lengths
+  log4j-console.properties: |+
+    # This affects logging for both user code and Flink
+    rootLogger.level = INFO
+    rootLogger.appenderRef.console.ref = ConsoleAppender
+    rootLogger.appenderRef.rolling.ref = RollingFileAppender
+
+    # Uncomment this if you want to _only_ change Flink's logging
+    #logger.flink.name = org.apache.flink
+    #logger.flink.level = INFO
+
+    # The following lines keep the log level of common libraries/connectors on
+    # log level INFO. The root logger does not override this. You have to manually
+    # change the log levels here.
+    logger.akka.name = akka
+    logger.akka.level = INFO
+    logger.kafka.name= org.apache.kafka
+    logger.kafka.level = INFO
+    logger.hadoop.name = org.apache.hadoop
+    logger.hadoop.level = INFO
+    logger.zookeeper.name = org.apache.zookeeper
+    logger.zookeeper.level = INFO
+
+    # Log all infos to the console
+    appender.console.name = ConsoleAppender
+    appender.console.type = CONSOLE
+    appender.console.layout.type = PatternLayout
+    appender.console.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+
+    # Log all infos in the given rolling file
+    appender.rolling.name = RollingFileAppender
+    appender.rolling.type = RollingFile
+    appender.rolling.append = false
+    appender.rolling.fileName = ${sys:log.file}
+    appender.rolling.filePattern = ${sys:log.file}.%i
+    appender.rolling.layout.type = PatternLayout
+    appender.rolling.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+    appender.rolling.policies.type = Policies
+    appender.rolling.policies.size.type = SizeBasedTriggeringPolicy
+    appender.rolling.policies.size.size=100MB
+    appender.rolling.strategy.type = DefaultRolloverStrategy
+    appender.rolling.strategy.max = 10
+
+    # Suppress the irrelevant (wrong) warnings from the Netty channel handler
+    logger.netty.name = org.apache.flink.shaded.akka.org.jboss.netty.channel.DefaultChannelPipeline
+    logger.netty.level = OFF
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-flink/jobmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-deployment.yaml
new file mode 100644
index 000000000..512d4fe3c
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-deployment.yaml
@@ -0,0 +1,93 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-jobmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: jobmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: jobmanager
+    spec:
+      containers:
+        - name: jobmanager
+          image: ghcr.io/cau-se/theodolite-uc1-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["standalone-job", "--job-classname", "theodolite.uc1.application.HistoryServiceFlinkJob"] # optional arguments: ["--job-id", "<job id>", "--fromSavepoint", "/path/to/savepoint", "--allowNonRestoredState"]
+          #command: ['sleep', '60m']
+          ports:
+            - containerPort: 6123
+              name: rpc
+            - containerPort: 6124
+              name: blob-server
+            - containerPort: 8081
+              name: webui
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6123
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf
+#            - name: job-artifacts-volume
+#              mountPath: /opt/flink/usrlib
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-jobmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
+#        - name: job-artifacts-volume
+#          hostPath:
+#            path: /host/path/to/job/artifacts
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-flink/jobmanager-rest-service.yaml b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-rest-service.yaml
new file mode 100644
index 000000000..3d74aaf7f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-rest-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager-rest
+spec:
+  type: NodePort
+  ports:
+    - name: rest
+      port: 8081
+      targetPort: 8081
+      nodePort: 30081
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-flink/jobmanager-service.yaml b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-service.yaml
new file mode 100644
index 000000000..e2ff5d989
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/jobmanager-service.yaml
@@ -0,0 +1,20 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: rpc
+      port: 6123
+    - name: blob-server
+      port: 6124
+    - name: webui
+      port: 8081
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc1-flink/service-monitor.yaml b/theodolite-benchmarks/definitions/uc1-flink/service-monitor.yaml
new file mode 100644
index 000000000..02f78823c
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: flink
+    appScope: titan-ccp
+  name: flink
+spec:
+  selector:
+    matchLabels:
+        app: flink
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc1-flink/taskmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc1-flink/taskmanager-deployment.yaml
new file mode 100644
index 000000000..7d4655469
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/taskmanager-deployment.yaml
@@ -0,0 +1,87 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-taskmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: taskmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: taskmanager
+    spec:
+      containers:
+        - name: taskmanager
+          image: ghcr.io/cau-se/theodolite-uc1-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: TASK_MANAGER_NUMBER_OF_TASK_SLOTS
+              value: "1" #TODO
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["taskmanager"]
+          ports:
+            - containerPort: 6122
+              name: rpc
+            - containerPort: 6125
+              name: query-state
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6122
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf/
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-taskmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
diff --git a/theodolite-benchmarks/definitions/uc1-flink/taskmanager-service.yaml b/theodolite-benchmarks/definitions/uc1-flink/taskmanager-service.yaml
new file mode 100644
index 000000000..a2e27f64a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc1-flink/taskmanager-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-taskmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: taskmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-flink/flink-configuration-configmap.yaml b/theodolite-benchmarks/definitions/uc2-flink/flink-configuration-configmap.yaml
new file mode 100644
index 000000000..321541f6a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/flink-configuration-configmap.yaml
@@ -0,0 +1,66 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: flink-config
+  labels:
+    app: flink
+data:
+  flink-conf.yaml: |+
+    #jobmanager.rpc.address: flink-jobmanager
+    #taskmanager.numberOfTaskSlots: 1 #TODO
+    #blob.server.port: 6124
+    #jobmanager.rpc.port: 6123
+    #taskmanager.rpc.port: 6122
+    #queryable-state.proxy.ports: 6125
+    #jobmanager.memory.process.size: 4Gb
+    #taskmanager.memory.process.size: 4Gb
+    #parallelism.default: 1 #TODO
+    metrics.reporter.prom.class: org.apache.flink.metrics.prometheus.PrometheusReporter
+    metrics.reporter.prom.interval: 10 SECONDS
+    taskmanager.network.detailed-metrics: true
+  # -> gives metrics about inbound/outbound network queue lengths
+  log4j-console.properties: |+
+    # This affects logging for both user code and Flink
+    rootLogger.level = INFO
+    rootLogger.appenderRef.console.ref = ConsoleAppender
+    rootLogger.appenderRef.rolling.ref = RollingFileAppender
+
+    # Uncomment this if you want to _only_ change Flink's logging
+    #logger.flink.name = org.apache.flink
+    #logger.flink.level = INFO
+
+    # The following lines keep the log level of common libraries/connectors on
+    # log level INFO. The root logger does not override this. You have to manually
+    # change the log levels here.
+    logger.akka.name = akka
+    logger.akka.level = INFO
+    logger.kafka.name= org.apache.kafka
+    logger.kafka.level = INFO
+    logger.hadoop.name = org.apache.hadoop
+    logger.hadoop.level = INFO
+    logger.zookeeper.name = org.apache.zookeeper
+    logger.zookeeper.level = INFO
+
+    # Log all infos to the console
+    appender.console.name = ConsoleAppender
+    appender.console.type = CONSOLE
+    appender.console.layout.type = PatternLayout
+    appender.console.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+
+    # Log all infos in the given rolling file
+    appender.rolling.name = RollingFileAppender
+    appender.rolling.type = RollingFile
+    appender.rolling.append = false
+    appender.rolling.fileName = ${sys:log.file}
+    appender.rolling.filePattern = ${sys:log.file}.%i
+    appender.rolling.layout.type = PatternLayout
+    appender.rolling.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+    appender.rolling.policies.type = Policies
+    appender.rolling.policies.size.type = SizeBasedTriggeringPolicy
+    appender.rolling.policies.size.size=100MB
+    appender.rolling.strategy.type = DefaultRolloverStrategy
+    appender.rolling.strategy.max = 10
+
+    # Suppress the irrelevant (wrong) warnings from the Netty channel handler
+    logger.netty.name = org.apache.flink.shaded.akka.org.jboss.netty.channel.DefaultChannelPipeline
+    logger.netty.level = OFF
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-flink/jobmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-deployment.yaml
new file mode 100644
index 000000000..cece4286d
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-deployment.yaml
@@ -0,0 +1,93 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-jobmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: jobmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: jobmanager
+    spec:
+      containers:
+        - name: jobmanager
+          image: ghcr.io/cau-se/theodolite-uc2-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["standalone-job", "--job-classname", "theodolite.uc2.application.HistoryServiceFlinkJob"] # optional arguments: ["--job-id", "<job id>", "--fromSavepoint", "/path/to/savepoint", "--allowNonRestoredState"]
+          #command: ['sleep', '60m']
+          ports:
+            - containerPort: 6123
+              name: rpc
+            - containerPort: 6124
+              name: blob-server
+            - containerPort: 8081
+              name: webui
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6123
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf
+#            - name: job-artifacts-volume
+#              mountPath: /opt/flink/usrlib
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-jobmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
+#        - name: job-artifacts-volume
+#          hostPath:
+#            path: /host/path/to/job/artifacts
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-flink/jobmanager-rest-service.yaml b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-rest-service.yaml
new file mode 100644
index 000000000..3d74aaf7f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-rest-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager-rest
+spec:
+  type: NodePort
+  ports:
+    - name: rest
+      port: 8081
+      targetPort: 8081
+      nodePort: 30081
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-flink/jobmanager-service.yaml b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-service.yaml
new file mode 100644
index 000000000..e2ff5d989
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/jobmanager-service.yaml
@@ -0,0 +1,20 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: rpc
+      port: 6123
+    - name: blob-server
+      port: 6124
+    - name: webui
+      port: 8081
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc2-flink/service-monitor.yaml b/theodolite-benchmarks/definitions/uc2-flink/service-monitor.yaml
new file mode 100644
index 000000000..02f78823c
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: flink
+    appScope: titan-ccp
+  name: flink
+spec:
+  selector:
+    matchLabels:
+        app: flink
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc2-flink/taskmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc2-flink/taskmanager-deployment.yaml
new file mode 100644
index 000000000..c0a10f65a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/taskmanager-deployment.yaml
@@ -0,0 +1,87 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-taskmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: taskmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: taskmanager
+    spec:
+      containers:
+        - name: taskmanager
+          image: ghcr.io/cau-se/theodolite-uc2-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: TASK_MANAGER_NUMBER_OF_TASK_SLOTS
+              value: "1" #TODO
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["taskmanager"]
+          ports:
+            - containerPort: 6122
+              name: rpc
+            - containerPort: 6125
+              name: query-state
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6122
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf/
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-taskmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
diff --git a/theodolite-benchmarks/definitions/uc2-flink/taskmanager-service.yaml b/theodolite-benchmarks/definitions/uc2-flink/taskmanager-service.yaml
new file mode 100644
index 000000000..a2e27f64a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc2-flink/taskmanager-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-taskmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: taskmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-flink/flink-configuration-configmap.yaml b/theodolite-benchmarks/definitions/uc3-flink/flink-configuration-configmap.yaml
new file mode 100644
index 000000000..321541f6a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/flink-configuration-configmap.yaml
@@ -0,0 +1,66 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: flink-config
+  labels:
+    app: flink
+data:
+  flink-conf.yaml: |+
+    #jobmanager.rpc.address: flink-jobmanager
+    #taskmanager.numberOfTaskSlots: 1 #TODO
+    #blob.server.port: 6124
+    #jobmanager.rpc.port: 6123
+    #taskmanager.rpc.port: 6122
+    #queryable-state.proxy.ports: 6125
+    #jobmanager.memory.process.size: 4Gb
+    #taskmanager.memory.process.size: 4Gb
+    #parallelism.default: 1 #TODO
+    metrics.reporter.prom.class: org.apache.flink.metrics.prometheus.PrometheusReporter
+    metrics.reporter.prom.interval: 10 SECONDS
+    taskmanager.network.detailed-metrics: true
+  # -> gives metrics about inbound/outbound network queue lengths
+  log4j-console.properties: |+
+    # This affects logging for both user code and Flink
+    rootLogger.level = INFO
+    rootLogger.appenderRef.console.ref = ConsoleAppender
+    rootLogger.appenderRef.rolling.ref = RollingFileAppender
+
+    # Uncomment this if you want to _only_ change Flink's logging
+    #logger.flink.name = org.apache.flink
+    #logger.flink.level = INFO
+
+    # The following lines keep the log level of common libraries/connectors on
+    # log level INFO. The root logger does not override this. You have to manually
+    # change the log levels here.
+    logger.akka.name = akka
+    logger.akka.level = INFO
+    logger.kafka.name= org.apache.kafka
+    logger.kafka.level = INFO
+    logger.hadoop.name = org.apache.hadoop
+    logger.hadoop.level = INFO
+    logger.zookeeper.name = org.apache.zookeeper
+    logger.zookeeper.level = INFO
+
+    # Log all infos to the console
+    appender.console.name = ConsoleAppender
+    appender.console.type = CONSOLE
+    appender.console.layout.type = PatternLayout
+    appender.console.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+
+    # Log all infos in the given rolling file
+    appender.rolling.name = RollingFileAppender
+    appender.rolling.type = RollingFile
+    appender.rolling.append = false
+    appender.rolling.fileName = ${sys:log.file}
+    appender.rolling.filePattern = ${sys:log.file}.%i
+    appender.rolling.layout.type = PatternLayout
+    appender.rolling.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+    appender.rolling.policies.type = Policies
+    appender.rolling.policies.size.type = SizeBasedTriggeringPolicy
+    appender.rolling.policies.size.size=100MB
+    appender.rolling.strategy.type = DefaultRolloverStrategy
+    appender.rolling.strategy.max = 10
+
+    # Suppress the irrelevant (wrong) warnings from the Netty channel handler
+    logger.netty.name = org.apache.flink.shaded.akka.org.jboss.netty.channel.DefaultChannelPipeline
+    logger.netty.level = OFF
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-flink/jobmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-deployment.yaml
new file mode 100644
index 000000000..33bf1f112
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-deployment.yaml
@@ -0,0 +1,93 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-jobmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: jobmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: jobmanager
+    spec:
+      containers:
+        - name: jobmanager
+          image: ghcr.io/cau-se/theodolite-uc3-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["standalone-job", "--job-classname", "theodolite.uc3.application.HistoryServiceFlinkJob"] # optional arguments: ["--job-id", "<job id>", "--fromSavepoint", "/path/to/savepoint", "--allowNonRestoredState"]
+          #command: ['sleep', '60m']
+          ports:
+            - containerPort: 6123
+              name: rpc
+            - containerPort: 6124
+              name: blob-server
+            - containerPort: 8081
+              name: webui
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6123
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf
+#            - name: job-artifacts-volume
+#              mountPath: /opt/flink/usrlib
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-jobmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
+#        - name: job-artifacts-volume
+#          hostPath:
+#            path: /host/path/to/job/artifacts
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-flink/jobmanager-rest-service.yaml b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-rest-service.yaml
new file mode 100644
index 000000000..3d74aaf7f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-rest-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager-rest
+spec:
+  type: NodePort
+  ports:
+    - name: rest
+      port: 8081
+      targetPort: 8081
+      nodePort: 30081
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-flink/jobmanager-service.yaml b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-service.yaml
new file mode 100644
index 000000000..e2ff5d989
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/jobmanager-service.yaml
@@ -0,0 +1,20 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: rpc
+      port: 6123
+    - name: blob-server
+      port: 6124
+    - name: webui
+      port: 8081
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc3-flink/service-monitor.yaml b/theodolite-benchmarks/definitions/uc3-flink/service-monitor.yaml
new file mode 100644
index 000000000..02f78823c
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: flink
+    appScope: titan-ccp
+  name: flink
+spec:
+  selector:
+    matchLabels:
+        app: flink
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc3-flink/taskmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc3-flink/taskmanager-deployment.yaml
new file mode 100644
index 000000000..8f70b7308
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/taskmanager-deployment.yaml
@@ -0,0 +1,87 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-taskmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: taskmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: taskmanager
+    spec:
+      containers:
+        - name: taskmanager
+          image: ghcr.io/cau-se/theodolite-uc3-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: TASK_MANAGER_NUMBER_OF_TASK_SLOTS
+              value: "1" #TODO
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["taskmanager"]
+          ports:
+            - containerPort: 6122
+              name: rpc
+            - containerPort: 6125
+              name: query-state
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6122
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf/
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-taskmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
diff --git a/theodolite-benchmarks/definitions/uc3-flink/taskmanager-service.yaml b/theodolite-benchmarks/definitions/uc3-flink/taskmanager-service.yaml
new file mode 100644
index 000000000..a2e27f64a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc3-flink/taskmanager-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-taskmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: taskmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-flink/flink-configuration-configmap.yaml b/theodolite-benchmarks/definitions/uc4-flink/flink-configuration-configmap.yaml
new file mode 100644
index 000000000..321541f6a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/flink-configuration-configmap.yaml
@@ -0,0 +1,66 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: flink-config
+  labels:
+    app: flink
+data:
+  flink-conf.yaml: |+
+    #jobmanager.rpc.address: flink-jobmanager
+    #taskmanager.numberOfTaskSlots: 1 #TODO
+    #blob.server.port: 6124
+    #jobmanager.rpc.port: 6123
+    #taskmanager.rpc.port: 6122
+    #queryable-state.proxy.ports: 6125
+    #jobmanager.memory.process.size: 4Gb
+    #taskmanager.memory.process.size: 4Gb
+    #parallelism.default: 1 #TODO
+    metrics.reporter.prom.class: org.apache.flink.metrics.prometheus.PrometheusReporter
+    metrics.reporter.prom.interval: 10 SECONDS
+    taskmanager.network.detailed-metrics: true
+  # -> gives metrics about inbound/outbound network queue lengths
+  log4j-console.properties: |+
+    # This affects logging for both user code and Flink
+    rootLogger.level = INFO
+    rootLogger.appenderRef.console.ref = ConsoleAppender
+    rootLogger.appenderRef.rolling.ref = RollingFileAppender
+
+    # Uncomment this if you want to _only_ change Flink's logging
+    #logger.flink.name = org.apache.flink
+    #logger.flink.level = INFO
+
+    # The following lines keep the log level of common libraries/connectors on
+    # log level INFO. The root logger does not override this. You have to manually
+    # change the log levels here.
+    logger.akka.name = akka
+    logger.akka.level = INFO
+    logger.kafka.name= org.apache.kafka
+    logger.kafka.level = INFO
+    logger.hadoop.name = org.apache.hadoop
+    logger.hadoop.level = INFO
+    logger.zookeeper.name = org.apache.zookeeper
+    logger.zookeeper.level = INFO
+
+    # Log all infos to the console
+    appender.console.name = ConsoleAppender
+    appender.console.type = CONSOLE
+    appender.console.layout.type = PatternLayout
+    appender.console.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+
+    # Log all infos in the given rolling file
+    appender.rolling.name = RollingFileAppender
+    appender.rolling.type = RollingFile
+    appender.rolling.append = false
+    appender.rolling.fileName = ${sys:log.file}
+    appender.rolling.filePattern = ${sys:log.file}.%i
+    appender.rolling.layout.type = PatternLayout
+    appender.rolling.layout.pattern = %d{yyyy-MM-dd HH:mm:ss,SSS} %-5p %-60c %x - %m%n
+    appender.rolling.policies.type = Policies
+    appender.rolling.policies.size.type = SizeBasedTriggeringPolicy
+    appender.rolling.policies.size.size=100MB
+    appender.rolling.strategy.type = DefaultRolloverStrategy
+    appender.rolling.strategy.max = 10
+
+    # Suppress the irrelevant (wrong) warnings from the Netty channel handler
+    logger.netty.name = org.apache.flink.shaded.akka.org.jboss.netty.channel.DefaultChannelPipeline
+    logger.netty.level = OFF
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-flink/jobmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-deployment.yaml
new file mode 100644
index 000000000..b6533a2c4
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-deployment.yaml
@@ -0,0 +1,93 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-jobmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: jobmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: jobmanager
+    spec:
+      containers:
+        - name: jobmanager
+          image: ghcr.io/cau-se/theodolite-uc4-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["standalone-job", "--job-classname", "theodolite.uc4.application.AggregationServiceFlinkJob"] # optional arguments: ["--job-id", "<job id>", "--fromSavepoint", "/path/to/savepoint", "--allowNonRestoredState"]
+          #command: ['sleep', '60m']
+          ports:
+            - containerPort: 6123
+              name: rpc
+            - containerPort: 6124
+              name: blob-server
+            - containerPort: 8081
+              name: webui
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6123
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf
+#            - name: job-artifacts-volume
+#              mountPath: /opt/flink/usrlib
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-jobmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
+#        - name: job-artifacts-volume
+#          hostPath:
+#            path: /host/path/to/job/artifacts
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-flink/jobmanager-rest-service.yaml b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-rest-service.yaml
new file mode 100644
index 000000000..3d74aaf7f
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-rest-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager-rest
+spec:
+  type: NodePort
+  ports:
+    - name: rest
+      port: 8081
+      targetPort: 8081
+      nodePort: 30081
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-flink/jobmanager-service.yaml b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-service.yaml
new file mode 100644
index 000000000..e2ff5d989
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/jobmanager-service.yaml
@@ -0,0 +1,20 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-jobmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: rpc
+      port: 6123
+    - name: blob-server
+      port: 6124
+    - name: webui
+      port: 8081
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: jobmanager
\ No newline at end of file
diff --git a/theodolite-benchmarks/definitions/uc4-flink/service-monitor.yaml b/theodolite-benchmarks/definitions/uc4-flink/service-monitor.yaml
new file mode 100644
index 000000000..02f78823c
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/service-monitor.yaml
@@ -0,0 +1,14 @@
+apiVersion: monitoring.coreos.com/v1
+kind: ServiceMonitor
+metadata:
+  labels:
+    app: flink
+    appScope: titan-ccp
+  name: flink
+spec:
+  selector:
+    matchLabels:
+        app: flink
+  endpoints:
+    - port: metrics
+      interval: 10s
diff --git a/theodolite-benchmarks/definitions/uc4-flink/taskmanager-deployment.yaml b/theodolite-benchmarks/definitions/uc4-flink/taskmanager-deployment.yaml
new file mode 100644
index 000000000..8f70b7308
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/taskmanager-deployment.yaml
@@ -0,0 +1,87 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: flink-taskmanager
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: flink
+      component: taskmanager
+  template:
+    metadata:
+      labels:
+        app: flink
+        component: taskmanager
+    spec:
+      containers:
+        - name: taskmanager
+          image: ghcr.io/cau-se/theodolite-uc3-flink:latest
+          env:
+            - name: KAFKA_BOOTSTRAP_SERVERS
+              value: "theodolite-cp-kafka:9092"
+            - name: SCHEMA_REGISTRY_URL
+              value: "http://theodolite-cp-schema-registry:8081"
+            - name: COMMIT_INTERVAL_MS
+              value: "100"
+            - name: CHECKPOINTING
+              value: "false"
+            - name: PARALLELISM
+              value: "1"
+            - name: "FLINK_STATE_BACKEND"
+              value: "rocksdb"
+            - name: JOB_MANAGER_RPC_ADDRESS
+              value: "flink-jobmanager"
+            - name: TASK_MANAGER_NUMBER_OF_TASK_SLOTS
+              value: "1" #TODO
+            - name: FLINK_PROPERTIES
+              value: |+
+                blob.server.port: 6124
+                jobmanager.rpc.port: 6123
+                taskmanager.rpc.port: 6122
+                queryable-state.proxy.ports: 6125
+                jobmanager.memory.process.size: 4Gb
+                taskmanager.memory.process.size: 4Gb
+                #parallelism.default: 1 #TODO
+          resources:
+            limits:
+              memory: 4Gi
+              cpu: 1000m
+          args: ["taskmanager"]
+          ports:
+            - containerPort: 6122
+              name: rpc
+            - containerPort: 6125
+              name: query-state
+            - containerPort: 9249
+              name: metrics
+          livenessProbe:
+            tcpSocket:
+              port: 6122
+            initialDelaySeconds: 30
+            periodSeconds: 60
+          volumeMounts:
+            - name: flink-config-volume-rw
+              mountPath: /opt/flink/conf/
+          securityContext:
+            runAsUser: 9999  # refers to user _flink_ from official flink image, change if necessary
+      initContainers:
+        - name: init-taskmanager
+          image: busybox:1.28
+          command: ['cp', '-a', '/flink-config/.', '/flink-config-rw/']
+          volumeMounts:
+            - name: flink-config-volume
+              mountPath: /flink-config/
+            - name: flink-config-volume-rw
+              mountPath: /flink-config-rw/
+      volumes:
+        - name: flink-config-volume
+          configMap:
+            name: flink-config
+            items:
+              - key: flink-conf.yaml
+                path: flink-conf.yaml
+              - key: log4j-console.properties
+                path: log4j-console.properties
+        - name: flink-config-volume-rw
+          emptyDir: {}
diff --git a/theodolite-benchmarks/definitions/uc4-flink/taskmanager-service.yaml b/theodolite-benchmarks/definitions/uc4-flink/taskmanager-service.yaml
new file mode 100644
index 000000000..a2e27f64a
--- /dev/null
+++ b/theodolite-benchmarks/definitions/uc4-flink/taskmanager-service.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: flink-taskmanager
+  labels:
+    app: flink
+spec:
+  type: ClusterIP
+  ports:
+    - name: metrics
+      port: 9249
+  selector:
+    app: flink
+    component: taskmanager
\ No newline at end of file
-- 
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