diff --git a/docker/docker-compose-with-azblob.yml b/docker/docker-compose-with-azblob.yml
index 52976672bd731..117ce71b3ae1f 100644
--- a/docker/docker-compose-with-azblob.yml
+++ b/docker/docker-compose-with-azblob.yml
@@ -1,65 +1,95 @@
 ---
 version: "3"
+x-image: &image
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.4.0}
 services:
-  compactor-0:
-    extends:
-      file: docker-compose.yml
-      service: compactor-0
-    depends_on:
-      - meta-node-0
-    env_file: multiple_object_storage.env
-  compute-node-0:
-    extends:
-      file: docker-compose.yml
-      service: compute-node-0
+  risingwave-standalone:
+    <<: *image
+    command: "standalone --meta-opts=\" \
+                    --listen-addr 0.0.0.0:5690 \
+                    --advertise-addr 0.0.0.0:5690 \
+                    --dashboard-host 0.0.0.0:5691 \
+                    --prometheus-host 0.0.0.0:1250 \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    --backend etcd \
+                    --etcd-endpoints etcd-0:2388 \
+                    --state-store hummock+azblob://<container_name> \
+                    --data-directory hummock_001 \
+                    --config-path /risingwave.toml\" \
+                 --compute-opts=\" \
+                    --config-path /risingwave.toml \
+                    --listen-addr 0.0.0.0:5688 \
+                    --prometheus-listener-addr 0.0.0.0:1222 \
+                    --advertise-addr 0.0.0.0:5688 \
+                    --async-stack-trace verbose \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    #--parallelism 4 \
+                    #--total-memory-bytes 8589934592 \
+                    --role both \
+                    --meta-address http://0.0.0.0:5690\" \
+                 --frontend-opts=\" \
+                   --config-path /risingwave.toml \
+                   --listen-addr 0.0.0.0:4566 \
+                   --advertise-addr 0.0.0.0:4566 \
+                   --prometheus-listener-addr 0.0.0.0:2222 \
+                   --health-check-listener-addr 0.0.0.0:6786 \
+                   --meta-addr http://0.0.0.0:5690\" \
+                 --compactor-opts=\" \
+                   --listen-addr 0.0.0.0:6660 \
+                   --prometheus-listener-addr 0.0.0.0:1260 \
+                   --advertise-addr 0.0.0.0:6660 \
+                   --meta-address http://0.0.0.0:5690\""
+    expose:
+      - "6660"
+      - "1260"
+      - "4566"
+      - "5688"
+      - "1222"
+      - "5690"
+      - "1250"
+      - "5691"
+    ports:
+      - "4566:4566"
+      - "5690:5690"
+      - "5691:5691"
     depends_on:
-      - meta-node-0
+      - etcd-0
     env_file: multiple_object_storage.env
+    volumes:
+      - "./risingwave.toml:/risingwave.toml"
+    environment:
+      RUST_BACKTRACE: "1"
+      # If ENABLE_TELEMETRY is not set, telemetry will start by default
+      ENABLE_TELEMETRY: ${ENABLE_TELEMETRY:-true}
+    container_name: risingwave-standalone
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/6660; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5688; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/4566; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5690; exit $$?;'
+      interval: 1s
+      timeout: 5s
+    restart: always
+    deploy:
+      resources:
+        limits:
+          memory: 28G
+        reservations:
+          memory: 28G
   etcd-0:
     extends:
       file: docker-compose.yml
       service: etcd-0
-  frontend-node-0:
-    extends:
-      file: docker-compose.yml
-      service: frontend-node-0
-    depends_on:
-      - meta-node-0
   grafana-0:
     extends:
       file: docker-compose.yml
       service: grafana-0
-  meta-node-0:
-    extends:
-      file: docker-compose.yml
-      service: meta-node-0
-    command:
-      - meta-node
-      - "--listen-addr"
-      - "0.0.0.0:5690"
-      - "--advertise-addr"
-      - "meta-node-0:5690"
-      - "--dashboard-host"
-      - "0.0.0.0:5691"
-      - "--prometheus-host"
-      - "0.0.0.0:1250"
-      - "--backend"
-      - etcd
-      - "--etcd-endpoints"
-      - "etcd-0:2388"
-      - "--state-store"
-      - "hummock+azblob://<container_name>"
-      - "--data-directory"
-      - "hummock_001"
-      - "--config-path"
-      - /risingwave.toml
-    depends_on:
-      - etcd-0
-    env_file: multiple_object_storage.env
   prometheus-0:
     extends:
       file: docker-compose.yml
-      service: prometheus-
+      service: prometheus-0
   message_queue:
     extends:
       file: docker-compose.yml
diff --git a/docker/docker-compose-with-gcs.yml b/docker/docker-compose-with-gcs.yml
index 86c5eac18bf61..9cc4266eb96a9 100644
--- a/docker/docker-compose-with-gcs.yml
+++ b/docker/docker-compose-with-gcs.yml
@@ -1,61 +1,91 @@
 ---
 version: "3"
+x-image: &image
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.4.0}
 services:
-  compactor-0:
-    extends:
-      file: docker-compose.yml
-      service: compactor-0
+  risingwave-standalone:
+    <<: *image
+    command: "standalone --meta-opts=\" \
+                    --listen-addr 0.0.0.0:5690 \
+                    --advertise-addr 0.0.0.0:5690 \
+                    --dashboard-host 0.0.0.0:5691 \
+                    --prometheus-host 0.0.0.0:1250 \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    --backend etcd \
+                    --etcd-endpoints etcd-0:2388 \
+                    --state-store hummock+gcs://<bucket-name> \
+                    --data-directory hummock_001 \
+                    --config-path /risingwave.toml\" \
+                 --compute-opts=\" \
+                    --config-path /risingwave.toml \
+                    --listen-addr 0.0.0.0:5688 \
+                    --prometheus-listener-addr 0.0.0.0:1222 \
+                    --advertise-addr 0.0.0.0:5688 \
+                    --async-stack-trace verbose \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    #--parallelism 4 \
+                    #--total-memory-bytes 8589934592 \
+                    --role both \
+                    --meta-address http://0.0.0.0:5690\" \
+                 --frontend-opts=\" \
+                   --config-path /risingwave.toml \
+                   --listen-addr 0.0.0.0:4566 \
+                   --advertise-addr 0.0.0.0:4566 \
+                   --prometheus-listener-addr 0.0.0.0:2222 \
+                   --health-check-listener-addr 0.0.0.0:6786 \
+                   --meta-addr http://0.0.0.0:5690\" \
+                 --compactor-opts=\" \
+                   --listen-addr 0.0.0.0:6660 \
+                   --prometheus-listener-addr 0.0.0.0:1260 \
+                   --advertise-addr 0.0.0.0:6660 \
+                   --meta-address http://0.0.0.0:5690\""
+    expose:
+      - "6660"
+      - "1260"
+      - "4566"
+      - "5688"
+      - "1222"
+      - "5690"
+      - "1250"
+      - "5691"
+    ports:
+      - "4566:4566"
+      - "5690:5690"
+      - "5691:5691"
     depends_on:
-      - meta-node-0
-    env_file: multiple_object_storage.env
-  compute-node-0:
-    extends:
-      file: docker-compose.yml
-      service: compute-node-0
-    depends_on:
-      - meta-node-0
+      - etcd-0
     env_file: multiple_object_storage.env
+    volumes:
+      - "./risingwave.toml:/risingwave.toml"
+    environment:
+      RUST_BACKTRACE: "1"
+      # If ENABLE_TELEMETRY is not set, telemetry will start by default
+      ENABLE_TELEMETRY: ${ENABLE_TELEMETRY:-true}
+    container_name: risingwave-standalone
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/6660; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5688; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/4566; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5690; exit $$?;'
+      interval: 1s
+      timeout: 5s
+    restart: always
+    deploy:
+      resources:
+        limits:
+          memory: 28G
+        reservations:
+          memory: 28G
   etcd-0:
     extends:
       file: docker-compose.yml
       service: etcd-0
-  frontend-node-0:
-    extends:
-      file: docker-compose.yml
-      service: frontend-node-0
-    depends_on:
-      - meta-node-0
   grafana-0:
     extends:
       file: docker-compose.yml
       service: grafana-0
-  meta-node-0:
-    extends:
-      file: docker-compose.yml
-      service: meta-node-0
-    command:
-      - meta-node
-      - "--listen-addr"
-      - "0.0.0.0:5690"
-      - "--advertise-addr"
-      - "meta-node-0:5690"
-      - "--dashboard-host"
-      - "0.0.0.0:5691"
-      - "--prometheus-host"
-      - "0.0.0.0:1250"
-      - "--backend"
-      - etcd
-      - "--etcd-endpoints"
-      - "etcd-0:2388"
-      - "--state-store"
-      - "hummock+gcs://<bucket-name>"
-      - "--data-directory"
-      - "hummock_001"
-      - "--config-path"
-      - /risingwave.toml
-    depends_on:
-      - "etcd-0"
-    env_file: multiple_object_storage.env
   prometheus-0:
     extends:
       file: docker-compose.yml
diff --git a/docker/docker-compose-with-oss.yml b/docker/docker-compose-with-oss.yml
index 1e4868964e147..8917447ee7256 100644
--- a/docker/docker-compose-with-oss.yml
+++ b/docker/docker-compose-with-oss.yml
@@ -1,61 +1,91 @@
 ---
 version: "3"
+x-image: &image
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.4.0}
 services:
-  compactor-0:
-    extends:
-      file: docker-compose.yml
-      service: compactor-0
+  risingwave-standalone:
+    <<: *image
+    command: "standalone --meta-opts=\" \
+                    --listen-addr 0.0.0.0:5690 \
+                    --advertise-addr 0.0.0.0:5690 \
+                    --dashboard-host 0.0.0.0:5691 \
+                    --prometheus-host 0.0.0.0:1250 \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    --backend etcd \
+                    --etcd-endpoints etcd-0:2388 \
+                    --state-store hummock+oss://<bucket-name> \
+                    --data-directory hummock_001 \
+                    --config-path /risingwave.toml\" \
+                 --compute-opts=\" \
+                    --config-path /risingwave.toml \
+                    --listen-addr 0.0.0.0:5688 \
+                    --prometheus-listener-addr 0.0.0.0:1222 \
+                    --advertise-addr 0.0.0.0:5688 \
+                    --async-stack-trace verbose \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    #--parallelism 4 \
+                    #--total-memory-bytes 8589934592 \
+                    --role both \
+                    --meta-address http://0.0.0.0:5690\" \
+                 --frontend-opts=\" \
+                   --config-path /risingwave.toml \
+                   --listen-addr 0.0.0.0:4566 \
+                   --advertise-addr 0.0.0.0:4566 \
+                   --prometheus-listener-addr 0.0.0.0:2222 \
+                   --health-check-listener-addr 0.0.0.0:6786 \
+                   --meta-addr http://0.0.0.0:5690\" \
+                 --compactor-opts=\" \
+                   --listen-addr 0.0.0.0:6660 \
+                   --prometheus-listener-addr 0.0.0.0:1260 \
+                   --advertise-addr 0.0.0.0:6660 \
+                   --meta-address http://0.0.0.0:5690\""
+    expose:
+      - "6660"
+      - "1260"
+      - "4566"
+      - "5688"
+      - "1222"
+      - "5690"
+      - "1250"
+      - "5691"
+    ports:
+      - "4566:4566"
+      - "5690:5690"
+      - "5691:5691"
     depends_on:
-      - meta-node-0
-    env_file: multiple_object_storage.env
-  compute-node-0:
-    extends:
-      file: docker-compose.yml
-      service: compute-node-0
-    depends_on:
-      - meta-node-0
+      - etcd-0
     env_file: multiple_object_storage.env
+    volumes:
+      - "./risingwave.toml:/risingwave.toml"
+    environment:
+      RUST_BACKTRACE: "1"
+      # If ENABLE_TELEMETRY is not set, telemetry will start by default
+      ENABLE_TELEMETRY: ${ENABLE_TELEMETRY:-true}
+    container_name: risingwave-standalone
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/6660; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5688; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/4566; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5690; exit $$?;'
+      interval: 1s
+      timeout: 5s
+    restart: always
+    deploy:
+      resources:
+        limits:
+          memory: 28G
+        reservations:
+          memory: 28G
   etcd-0:
     extends:
       file: docker-compose.yml
       service: etcd-0
-  frontend-node-0:
-    extends:
-      file: docker-compose.yml
-      service: frontend-node-0
-    depends_on:
-      - meta-node-0
   grafana-0:
     extends:
       file: docker-compose.yml
       service: grafana-0
-  meta-node-0:
-    extends:
-      file: docker-compose.yml
-      service: meta-node-0
-    command:
-      - meta-node
-      - "--listen-addr"
-      - "0.0.0.0:5690"
-      - "--advertise-addr"
-      - "meta-node-0:5690"
-      - "--dashboard-host"
-      - "0.0.0.0:5691"
-      - "--prometheus-host"
-      - "0.0.0.0:1250"
-      - "--backend"
-      - etcd
-      - "--etcd-endpoints"
-      - "etcd-0:2388"
-      - "--state-store"
-      - "hummock+oss://<bucket_name>"
-      - "--data-directory"
-      - "hummock_001"
-      - "--config-path"
-      - /risingwave.toml
-    depends_on:
-      - "etcd-0"
-    env_file: multiple_object_storage.env
   prometheus-0:
     extends:
       file: docker-compose.yml
diff --git a/docker/docker-compose-with-s3.yml b/docker/docker-compose-with-s3.yml
index 4ba477c0d05a3..8589e436f6de7 100644
--- a/docker/docker-compose-with-s3.yml
+++ b/docker/docker-compose-with-s3.yml
@@ -1,61 +1,91 @@
 ---
 version: "3"
+x-image: &image
+  image: ${RW_IMAGE:-risingwavelabs/risingwave:v1.4.0}
 services:
-  compactor-0:
-    extends:
-      file: docker-compose.yml
-      service: compactor-0
-    depends_on:
-      - meta-node-0
-    env_file: aws.env
-  compute-node-0:
-    extends:
-      file: docker-compose.yml
-      service: compute-node-0
+  risingwave-standalone:
+    <<: *image
+    command: "standalone --meta-opts=\" \
+                    --listen-addr 0.0.0.0:5690 \
+                    --advertise-addr 0.0.0.0:5690 \
+                    --dashboard-host 0.0.0.0:5691 \
+                    --prometheus-host 0.0.0.0:1250 \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    --backend etcd \
+                    --etcd-endpoints etcd-0:2388 \
+                    --state-store hummock+s3://<bucket-name> \
+                    --data-directory hummock_001 \
+                    --config-path /risingwave.toml\" \
+                 --compute-opts=\" \
+                    --config-path /risingwave.toml \
+                    --listen-addr 0.0.0.0:5688 \
+                    --prometheus-listener-addr 0.0.0.0:1222 \
+                    --advertise-addr 0.0.0.0:5688 \
+                    --async-stack-trace verbose \
+                    --connector-rpc-endpoint 0.0.0.0:50051 \
+                    #--parallelism 4 \
+                    #--total-memory-bytes 8589934592 \
+                    --role both \
+                    --meta-address http://0.0.0.0:5690\" \
+                 --frontend-opts=\" \
+                   --config-path /risingwave.toml \
+                   --listen-addr 0.0.0.0:4566 \
+                   --advertise-addr 0.0.0.0:4566 \
+                   --prometheus-listener-addr 0.0.0.0:2222 \
+                   --health-check-listener-addr 0.0.0.0:6786 \
+                   --meta-addr http://0.0.0.0:5690\" \
+                 --compactor-opts=\" \
+                   --listen-addr 0.0.0.0:6660 \
+                   --prometheus-listener-addr 0.0.0.0:1260 \
+                   --advertise-addr 0.0.0.0:6660 \
+                   --meta-address http://0.0.0.0:5690\""
+    expose:
+      - "6660"
+      - "1260"
+      - "4566"
+      - "5688"
+      - "1222"
+      - "5690"
+      - "1250"
+      - "5691"
+    ports:
+      - "4566:4566"
+      - "5690:5690"
+      - "5691:5691"
     depends_on:
-      - meta-node-0
-    env_file: aws.env
+      - etcd-0
+    env_file: multiple_object_storage.env
+    volumes:
+      - "./risingwave.toml:/risingwave.toml"
+    environment:
+      RUST_BACKTRACE: "1"
+      # If ENABLE_TELEMETRY is not set, telemetry will start by default
+      ENABLE_TELEMETRY: ${ENABLE_TELEMETRY:-true}
+    container_name: risingwave-standalone
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/6660; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5688; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/4566; exit $$?;'
+        - bash -c 'printf \"GET / HTTP/1.1\n\n\" > /dev/tcp/127.0.0.1/5690; exit $$?;'
+      interval: 1s
+      timeout: 5s
+    restart: always
+    deploy:
+      resources:
+        limits:
+          memory: 28G
+        reservations:
+          memory: 28G
   etcd-0:
     extends:
       file: docker-compose.yml
       service: etcd-0
-  frontend-node-0:
-    extends:
-      file: docker-compose.yml
-      service: frontend-node-0
-    depends_on:
-      - meta-node-0
   grafana-0:
     extends:
       file: docker-compose.yml
       service: grafana-0
-  meta-node-0:
-    extends:
-      file: docker-compose.yml
-      service: meta-node-0
-    command:
-      - meta-node
-      - "--listen-addr"
-      - "0.0.0.0:5690"
-      - "--advertise-addr"
-      - "meta-node-0:5690"
-      - "--dashboard-host"
-      - "0.0.0.0:5691"
-      - "--prometheus-host"
-      - "0.0.0.0:1250"
-      - "--backend"
-      - etcd
-      - "--etcd-endpoints"
-      - "etcd-0:2388"
-      - "--state-store"
-      - "hummock+s3://<bucket-name>"
-      - "--data-directory"
-      - "hummock_001"
-      - "--config-path"
-      - /risingwave.toml
-    depends_on:
-      - "etcd-0"
-    env_file: aws.env
   prometheus-0:
     extends:
       file: docker-compose.yml
diff --git a/docker/multiple_object_storage.env b/docker/multiple_object_storage.env
index dbeb573e5220a..2e683037271cb 100644
--- a/docker/multiple_object_storage.env
+++ b/docker/multiple_object_storage.env
@@ -9,7 +9,7 @@ RUST_BACKTRACE="1"
 # AZBLOB_ACCOUNT_NAME=your_account_name
 # AZBLOB_ACCOUNT_KEY=your_account_key
 
-# Ali Cloud OSS, please do not include the bucket name in the endpoint, but configure bucket name in the docker-compose-with-oss file L196 instead.
+# Ali Cloud OSS, please do not include the bucket name in the endpoint, but configure bucket name in the docker-compose-with-oss file L16 instead.
 # OSS_ENDPOINT=your_endpoint
 # OSS_ACCESS_KEY_ID=your_account_name
 # OSS_ACCESS_KEY_SECRET=your_account_key
\ No newline at end of file