diff --git a/tools/profiler/config.json b/tools/profiler/config.json
index ec7a64e2d..a52027d83 100644
--- a/tools/profiler/config.json
+++ b/tools/profiler/config.json
@@ -1,4 +1,32 @@
 [
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-txt.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-img-1.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-img-2.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-vid.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
     {
         "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml",
         "predeployment-commands": [],
diff --git a/tools/profiler/yamls/compression/compression-database.yaml b/tools/profiler/yamls/compression/compression-database.yaml
new file mode 100644
index 000000000..b42a588d6
--- /dev/null
+++ b/tools/profiler/yamls/compression/compression-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: compression-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: compression-database
+  template:
+    metadata:
+      labels:
+        app: compression-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: compression-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: compression-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-compression-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-compression-database
+        image: docker.io/vhiveease/compression-init-database:latest
+        args:
+          - --db_addr=mongodb://compression-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/yamls/compression/kn-compression-python.yaml b/tools/profiler/yamls/compression/kn-compression-python-img-1.yaml
similarity index 96%
rename from tools/profiler/yamls/compression/kn-compression-python.yaml
rename to tools/profiler/yamls/compression/kn-compression-python-img-1.yaml
index 4e61f8291..7f18cb776 100644
--- a/tools/profiler/yamls/compression/kn-compression-python.yaml
+++ b/tools/profiler/yamls/compression/kn-compression-python-img-1.yaml
@@ -38,7 +38,8 @@ spec:
             - --function-endpoint-url=0.0.0.0
             - --function-endpoint-port=50051
             - --function-name=compression-python
-            - --value=metamorphosis.txt
+            - --value=img1.jpg
+            - --profile-function=true
         - image: docker.io/vhiveease/compression-python:latest
           args:
             - --addr=0.0.0.0
diff --git a/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml b/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml
new file mode 100644
index 000000000..263383e3b
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/compression/kn-compression-python-txt.yaml b/tools/profiler/yamls/compression/kn-compression-python-txt.yaml
new file mode 100644
index 000000000..b4116166d
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-txt.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=helloworld.txt
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/compression/kn-compression-python-vid.yaml b/tools/profiler/yamls/compression/kn-compression-python-vid.yaml
new file mode 100644
index 000000000..40d5057f2
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-vid.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=video1.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051