diff --git a/install.md b/install.md
index f53586af36831e7cde470b6c9dc65dc5c3d915e4..ae9c262f8b6bff32e4f796495f8477f1938910e0 100644
--- a/install.md
+++ b/install.md
@@ -1,6 +1,13 @@
 # Install Milvus from Source Code
 
-## Software requirements
+- [Build from source](#build-from-source)
+- [Compile Milvus on Docker](#compile-milvus-on-docker)
+
+If you encounter any problems/issues compiling Milvus from source, please refer to [Troubleshooting](#troubleshooting).
+
+## Build from source
+
+### Requirements
 
 - Ubuntu 18.04 or higher
 
@@ -8,21 +15,21 @@
   
 - CMake 3.12 or higher
 
-##### For GPU version, you will also need:
+##### For GPU-enabled version, you will also need:
 
 - CUDA 10.0 or higher
 - NVIDIA driver 418 or higher
 
-## Compilation
+### Compilation
 
-### Step 1 Install dependencies
+#### Step 1 Install dependencies
 
 ```shell
 $ cd [Milvus root path]/core
 $ ./ubuntu_build_deps.sh
 ```
 
-### Step 2 Build
+#### Step 2 Build
 
 ```shell
 $ cd [Milvus root path]/core
@@ -31,7 +38,7 @@ or
 $ ./build.sh -t Release
 ```
 
-By default, it will build CPU version. To build GPU version, add `-g` option
+By default, it will build CPU-only version. To build GPU version, add `-g` option
 ```shell
 $ ./build.sh -g
 ```
@@ -43,7 +50,7 @@ $./build.sh -h
 
 When the build is completed, all the stuff that you need in order to run Milvus will be installed under `[Milvus root path]/core/milvus`.
 
-## Launch Milvus server
+### Launch Milvus server
 
 ```shell
 $ cd [Milvus root path]/core/milvus
@@ -68,14 +75,87 @@ To stop Milvus server, run:
 $ ./stop_server.sh
 ```
 
+## Compile Milvus on Docker
+
+With this dockerfile, you should be able to compile Milvus on any Linux platform that run Docker. To build a GPU supported Milvus, you neeed to install [NVIDIA Docker](https://github.com/NVIDIA/nvidia-docker/) first.
+
+### Step 1 Pull Milvus Docker images
+
+Pull CPU-only image:
+
+```shell
+$ docker pull milvusdb/milvus-cpu-build-env:v0.6.0-ubuntu18.04
+```
+
+Pull GPU-enabled image:
+
+```shell
+$ docker pull milvusdb/milvus-gpu-build-env:v0.6.0-ubuntu18.04
+```
+### Step 2 Start the Docker container
+
+Start a CPU-only container:
+
+```shell
+$ docker run -it -p 19530:19530 -d milvusdb/milvus-cpu-build-env:v0.6.0-ubuntu18.04
+```
+
+Start a GPU container:
+
+```shell
+$ docker run — runtime=nvidia -it -p 19530:19530 -d milvusdb/milvus-gpu-build-env:v0.6.0-ubuntu18.04
+```
+To enter the container:
+
+```shell
+$ docker exec -it [container_id] bash
+```
+### Step 3 Download Milvus source code
+
+Download Milvus source code:
+
+```shell
+$ cd /home
+$ wget https://github.com/milvus-io/milvus/archive/0.6.0.tar.gz
+```
+
+Extract the source package:
+
+```shell
+$ tar xvf ./v0.6.0.tar.gz
+```
+
+The source code is extracted into a folder called `milvus-0.6.0`. To enter its core directory:
+
+```shell
+$ cd ./milvus-0.6.0/core
+```
+### Step 4 Compile Milvus in the container
+
+If you are using a CPU-only image, compile it like this:
+```shell
+$ ./build.sh -t Release
+```
+
+If you are using a GPU-enabled image, you need to add a `-g` parameter:
+```shell
+$ ./build.sh -g -t Release
+```
+
+Then start Milvus server：
+```shell
+$ ./start_server.sh
+```
+
 ## Troubleshooting
 1. If you encounter the following error when compiling: 
 `protocol https not supported or disabled in libcurl`.
 First, make sure you have `libcurl4-openssl-dev` installed in your system.
-Then try reinstall CMake from source with `--system-curl` option:
-```shell
-$ ./bootstrap --system-curl 
-$ make 
-$ sudo make install
-```
-
+Then try reinstalling the latest CMake from source with `--system-curl` option:
+
+   ```shell
+   $ ./bootstrap --system-curl 
+   $ make 
+   $ sudo make install
+   ```
+If the `--system-curl` command doesn't work, you can also reinstall CMake in **Ubuntu Software** on your local computer.