Streaming Systems Book Reviews
Streaming Systems by Tyler Akidau, Slava Chernyak & Reuven Lax Book Summary
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.
You’ll explore:
How streaming and batch data processing patterns compareThe core principles and concepts behind robust out-of-order data processingHow watermarks track progress and completeness in infinite datasetsHow exactly-once data processing techniques ensure correctnessHow the concepts of streams and tables form the foundations of both batch and streaming data processingThe practical motivations behind a powerful persistent state mechanism, driven by a real-world exampleHow time-varying relations provide a link between stream processing and the world of SQL and relational algebra
Book Name | Streaming Systems |
Genre | Computers & Internet |
Author | Tyler Akidau, Slava Chernyak & Reuven Lax |
Published | 16 July 2018, Monday |
Language | English |
E-Book Size | 16.96 MB |
Streaming Systems (Tyler Akidau, Slava Chernyak & Reuven Lax) Book Reviews 2024
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Summary of Streaming Systems by Tyler Akidau, Slava Chernyak & Reuven Lax
The Streaming Systems book written by Tyler Akidau, Slava Chernyak & Reuven Lax was published on 16 July 2018, Monday in the Computers & Internet category. A total of 130 readers of the book gave the book 0 points out of 5.
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