This post originally appeared as a contributed piece on The New Stack. LinkedIn began processing “big data” on Apache Hadoop six years ago. As time passed, we recognized that some of our use cases couldn’t be implemented in Hadoop due to the large turn-around time that batch processing needed. We wanted our results to be calculated incrementally and available immediately at any time. Around the sa