lindong28 commented on a change in pull request #71:
URL: https://github.com/apache/flink-ml/pull/71#discussion_r841071394



##########
File path: flink-ml-benchmark/README.md
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@@ -0,0 +1,172 @@
+# Flink ML Benchmark Getting Started
+
+This document provides instructions on how to run benchmarks on Flink ML's
+stages in a Linux/MacOS environment.
+
+## Prerequisites
+
+### Install Flink
+
+Please make sure Flink 1.14 or higher version has been installed in your local
+environment. You can refer to the [local
+installation](https://nightlies.apache.org/flink/flink-docs-master/docs/try-flink/local_installation/)
+instruction on Flink's document website for how to achieve this.
+
+### Set Up Flink Environment Variables
+
+After having installed Flink, please register `$FLINK_HOME` as an environment
+variable into your local environment. For example, suppose you have downloaded
+Flink 1.14.0 and placed Flink's binary folder under `/usr/local/`, then you 
need
+to run the following command:
+
+```bash
+export FLINK_HOME=`/usr/local/flink-1.14.0`
+```
+
+Then please run the following command. If this command returns 1.14.0 or a
+higher version, then it means that the required Flink environment has been
+successfully installed and registered in your local environment.
+
+```bash
+$FLINK_HOME/bin/flink --version
+```
+
+### Acquire Flink ML Binary Distribution
+
+In order to use Flink ML's CLI you need to have the latest binary distribution
+of Flink ML. You can acquire the distribution by building Flink ML's source 
code
+locally, which means to execute the following command in Flink ML repository's
+root directory.
+
+```bash
+mvn clean package -DskipTests
+cd ./flink-ml-dist/target/flink-ml-*-bin/flink-ml*/

Review comment:
       Sounds good.




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