Akidau, Tyler
Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing
- ISBN 13:
- 9781491983874
- author:
- Akidau, Tyler
- format:
- Paperback
- publisher:
- O'Reilly Media
- language:
- English
- Publication Year:
- 2018
- Pages:
- 352
- Dimensions:
- 23.11 x 17.78 x 1.78 centimetres
- Genre:
- Computers, Computer Science, Data Processing
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Streaming Systems: Understanding Real-time Data Processing Tyler Akidau, Slava Chernyak, Reuven Lax O'Reilly, 2018, Paperback, 329 pages This practical guide helps data engineers, data scientists, and developers work with streaming data in a conceptual and platform-agnostic way. It covers the core principles and concepts behind robust out-of-order data processing, watermarking, and exactly-once processing techniques. You'll learn how these concepts form the foundations of both batch and streaming data processing. The book explores the practical motivations behind powerful persistent state mechanisms and delves into time-varying relations that link stream processing to SQL and relational algebra. By understanding these topics, you can develop a nuanced approach to working with real-time data streams.
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