Streaming data is a big deal in big data these days, and for good reason. Businesses crave ever more timely data, and streaming is a good way to achieve lower latency. Plus, streaming is a much easier way to tame the massive, unbounded data sets that are increasingly common today.
Expanded from co-author Tyler Akidauâs popular series of blog posts "Streaming 101" and "Streaming 102", this practical book shows data engineers, data scientists, and developers how to work with streaming or event-time data in a conceptual and platform-agnostic way. Youâll go from "101"-level understanding of stream processing to a nuanced grasp of the what, where, when, and how of processing real-time data streams.
Dive deep into topics including watermarks and windowing, as well as state and timers in the context of stream processing. Although the book uses Apache Beam code snippets to make examples concrete, it presents a general and broad explanation of streaming that's not tied to a specific framework.
Table of Contents
Chapter 1. Why Stream Processing?
Chapter 2. Data Processing Patterns
Chapter 3. The What, Where, When, and How of Data Processing
- ISBN 9781491983874
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