Streaming systems : the what, where, when, and how of large-scale data processing /
Tyler Akidau, Slava Chernyak, Reuven Lax.
- First edition.
- Sebastopol : O'Reilly Media, Inc., 2018.
- xviii, 329 pages : illustrations (some color) ; 24 cm.
Includes index.
Preface Or: What Are You Getting Yourself Into Here? -- Part 1. The beam model. Streaming 101 -- The what, where, when, and how of data processing -- Watermarks -- Advanced windowing -- Exactly-once and side effects -- Part 2. Streams and tables. Streams and tables -- The practicalities of persistent state -- Streaming SQL -- Streaming joints -- The evolution of large-scale data processing.
Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way. Expanded from Tyler Akidau's popular blog posts "Streaming 101" and "Streaming 102", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You'll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax.
9781491983874 1491983876
2018277258
GBB7A7223 bnb
018395585 Uk
Streaming technology (Telecommunications) Electronic data processing--Distributed processing. Big data. Big data. Electronic data processing--Distributed processing. Streaming technology (Telecommunications)