The problem is: we have an existing java project with the back end storage as MySQL. The data is too big to process in memory now. The solution is to use Hadoop.
How to in a nutshell:
- load data from MySQL into Hive using Sqoop
- perform JOIN on different tables using Hive
- write Java code to process join result using Hadoop
- analyze the output using other tools like R