HBase High Performance Cookbook

Real-time data analysis using Hbase and Mahout

The data, which is readily available using different data streams, needs to be parsed and converted to a meaningful format, which essentially creates value for the business. Hbase integration with Mahout provides the stream that allows us to do clustering in machine learning, which is a way of programmatically orchestrating similar sets of data in a more organized and meaningful way.

Let's say that you have a fruit tasting session where you have different types of fruits, and you want to group people who liked apples, bananas, watermelons, and so on. A small set of data will look staggered, so we have to create some sort of algorithm to do it programmatically. Here is how the data will look before ...