diff --git a/README.md b/README.md
index 0bb7b964..55376cea 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@ BigDL makes it easy for data scientists and data engineers to build end-to-end,
  
  * [PPML](#ppml-privacy-preserving-machine-learning): privacy preserving big data analysis and machine learning (*experimental*)
  
- * [Serving](#getting-started-with-serving): Distributed and Automated Model Inference on Big Data Streaming Frameworks
+ * [Cluster Serving](https://bigdl.readthedocs.io/en/latest/doc/Serving/Overview/serving.html): Real-time, Distributed Model Serving
 
 For more information, you may [read the docs](https://bigdl.readthedocs.io/).
 
@@ -201,13 +201,6 @@ See the Chronos [user guide](https://bigdl.readthedocs.io/en/latest/doc/Chronos/
 
 See the [PPML user guide](https://bigdl.readthedocs.io/en/latest/doc/PPML/Overview/ppml.html) for more details. 
 
-## Getting Started with Serving
-BigDL Cluster Serving is an end-to-end pipeline to scale-out local applications. We recommend you to refer to following example to kick-off.
-
-[Migrate Keras application to Serving](https://bigdl.readthedocs.io/en/latest/doc/Serving/Example/keras-to-cluster-serving-example.ipynb)
-
-See the Serving [user guide](https://bigdl.readthedocs.io/en/latest/doc/Serving/Overview/serving.html) and [quickstart](https://bigdl.readthedocs.io/en/latest/doc/Serving/QuickStart/serving-quickstart.html) for more details.
-
 ## More information
 
 - [Document Website](https://bigdl.readthedocs.io/)