2. Honestly... • I know a lot more about Apache Storm than I do Apache Spark Streaming. • I've been involved with Apache Storm, in one way or another, since it was open-sourced. • I'm admittedly biased. 3. But... • A number of articles/papers comparing Apache Storm and Spark Streaming are inaccurate in terms of Storm’s features and performance characteristics. • Code and configuration for those stu
This document discusses sources of complexity in big data systems and proposes a new design approach. Common sources of complexity include a lack of human fault tolerance, conflating data and queries, and schemas done wrong. The author proposes building data systems based on immutability, separating data storage from querying through precomputed views, and using batch processing to compute views p
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