diff --git a/README.md b/README.md
index 4e7110a..13a3390 100644
--- a/README.md
+++ b/README.md
@@ -36,21 +36,20 @@ Docker Desktop (or Orbstack) with Kubenetes enabled, and helm CLI are required i
 
 The playground runs a number of services. The TCP ports used may clash with existing services you run, such as MySQL or Postgres.
 
-| Docker container      | Ports used             |
-| --------------------- | ---------------------- |
-| playground-gravitino  | 8090 9001              |
-| playground-hive       | 3307 19000 19083 60070 |
-| playground-mysql      | 13306                  |
-| playground-postgresql | 15342                  |
-| playground-trino      | 18080                  |
-| playground-jupyter    | 18888                  |
-| playground-prometheus | 19090                  |
-| playground-grafana    | 13000                  |
+| Docker container      | Ports used                      |
+| --------------------- | ------------------------------- |
+| playground-gravitino  | 8090 9001                       |
+| playground-hive       | 3307 10000 19000 19083 60070    |
+| playground-mysql      | 13306                           |
+| playground-postgresql | 15432                           |
+| playground-trino      | 18080                           |
+| playground-spark      | 14040                           |
+| playground-jupyter    | 18888                           |
+| playground-prometheus | 19090                           |
+| playground-grafana    | 13000                           |
 
 ## Playground usage
 
-
-
 ### One curl command launch playground
 ```shell
 /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/apache/gravitino-playground/HEAD/install.sh)"
@@ -63,100 +62,85 @@ git clone git@github.com:apache/gravitino-playground.git
 cd gravitino-playground
 ```
 
-#### Docker
+### Commands
 
-##### Start
+Command will be automatically detected runtime environment and execute corresponding commands.
 
-```
-./playground.sh docker start
-```
+#### Start
 
-##### Check status
-```shell 
-./playground.sh docker status
-```
-##### Stop playground
 ```shell
-./playground.sh docker stop
+./playground.sh start
 ```
 
-#### Kubernetes
-
-Enable Kubernetes in Docker Desktop or Orbstack.
-
-In Project root directory, execute this command:
-
+#### Check status
+```shell
+./playground.sh status
 ```
-helm upgrade --install gravitino-playground ./helm-chart/ --create-namespace --namespace gravitino-playground --set projectRoot=$(pwd)
+
+#### Stop
+```shell
+./playground.sh stop
 ```
 
-##### Start
+### Port Forwarding
 
-```
-./playground.sh k8s start
-```
+#### Docker
 
-##### Check status
-```shell 
-./playground.sh k8s status
-```
+Will actomaticaly forward the ports to localhost.
 
-##### Port Forwarding 
+#### Kubernetes
 
-To access pods or services at `localhost`, you needs to do these steps:
+Currently, need to manually port-forward the ports to localhost.
 
-1. Log in to the Gravitino playground Trino pod using the following command:
+command format: `kubectl port-forward svc/<service-name> -n <namespace> <port>:<target-port>`
 
-```
-TRINO_POD=$(kubectl get pods --namespace gravitino-playground -l app=trino -o jsonpath="{.items[0].metadata.name}")
-kubectl exec $TRINO_POD -n gravitino-playground -it -- /bin/bash
-```
-2. Log in to the Gravitino playground Spark pod using the following command:
+for example:
 
-```
-SPARK_POD=$(kubectl get pods --namespace gravitino-playground -l app=spark -o jsonpath="{.items[0].metadata.name}")
-kubectl exec $SPARK_POD -n gravitino-playground -it -- /bin/bash
+```shell
+# gravitino
+kubectl port-forward svc/gravitino -n gravitino-playground 8090:8090
+# jupyternotebook
+kubectl port-forward svc/jupyternotebook -n gravitino-playground 18888:18888
 ```
 
-3. Port-forwarding Gravitino Service, so that you can access it at `localhost:8090`.
+## Experiencing Apache Gravitino with Trino SQL
 
-```
-kubectl port-forward svc/gravitino -n gravitino-playground 8090:8090      
-```
+### Using Trino CLI
 
-4. Port-forwarding Jupyter Notebook Service, so that you can access it at `localhost:8888`.
+1. Login to the Gravitino playground Trino service using the following command:
 
-```
-kubectl port-forward svc/jupyternotebook -n gravitino-playground 8888:8888
+```shell
+# Docker
+docker exec -it playground-trino bash
 ```
 
-##### Stop playground
 ```shell
-./playground.sh k8s stop
+# Kubernetes
+TRINO_POD=$(kubectl get pods --namespace gravitino-playground -l app=trino -o jsonpath="{.items[0].metadata.name}")
+kubectl exec $TRINO_POD -n gravitino-playground -it -- /bin/bash
 ```
 
+2. Open the Trino CLI in the container.
 
+```shell
+trino
+```
 
+## Using Jupyter Notebook
 
-## Experiencing Apache Gravitino with Trino SQL
-
-### Using Trino CLI in Docker Container
-
-1. Login to the Gravitino playground Trino Docker container using the following command:
+first, port-forward the jupyternotebook service to localhost:
 
 ```shell
-docker exec -it playground-trino bash
-````
-
-2. Open the Trino CLI in the container.
+# Docker
+# Not necessary, because it will be automatically forwarded to localhost
+```
 
 ```shell
-trino@container_id:/$ trino
+# Kubernetes
+kubectl port-forward svc/jupyternotebook -n gravitino-playground 18888:18888
 ```
 
-## Using Jupyter Notebook
-
-1. Open the Jupyter Notebook in the browser at [http://localhost:18888](http://localhost:18888).
+1. Open the Jupyter Notebook in the browser [http://localhost:18888](http://localhost:18888).
 
 2. Open the `gravitino-trino-example.ipynb` notebook.
 
@@ -167,16 +151,25 @@ trino@container_id:/$ trino
 1. Login to the Gravitino playground Spark Docker container using the following command:
 
 ```shell
+# Docker
 docker exec -it playground-spark bash
-````
+```
+
+```shell
+# Kubernetes
+SPARK_POD=$(kubectl get pods --namespace gravitino-playground -l app=spark -o jsonpath="{.items[0].metadata.name}")
+kubectl exec $SPARK_POD -n gravitino-playground -it -- /bin/bash
+```
 
 2. Open the Spark SQL client in the container.
 
 ```shell
-spark@container_id:/$ cd /opt/spark && /bin/bash bin/spark-sql
+cd /opt/spark && /bin/bash bin/spark-sql
 ```
 
-## Monitoring Gravitino
+## Monitoring Gravitino(Docker only)
+
+Currently, not supported in Kubernetes.
 
 1. Open the Grafana in the browser at [http://localhost:13000](http://localhost:13000).