Streaming systems : the what, where, when, and how of large-scale data processing / Tyler Akidau, Slava Chernyak, Reuven Lax.
| Author/creator |
Akidau, Tyler author. |
| Other author/creator | Chernyak, Slava, author. |
| Other author/creator | Lax, Reuven, author. |
| Format | Book and Print |
| Edition | First edition. |
| Publication Info | Sebastopol, CA : O'Reilly, [2018] |
| Copyright Notice | ©2018 |
| Description | xviii, 329 pages : illustrations (some color) ; 24 cm |
| Subject(s) |
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| Contents | 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. |
| Abstract | 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. |
| General note | Includes index. |
| ISBN | 9781491983874 |
| ISBN | 1491983876 |
Available Items
| Library | Location | Call Number | Status | Item Actions | |
| Joyner | General Stacks | TK5105.386 .A55 2018 | ✔ Available | Place Hold |