Streaming Systems : The What, Where, When, and How of Large-Scale Data Processing Paperback / softback
by Tyler Akidau, Slava Chernyak, Reuven Lax
Paperback / softback
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Description
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 compare The core principles and concepts behind robust out-of-order data processing How watermarks track progress and completeness in infinite datasets How exactly-once data processing techniques ensure correctness How the concepts of streams and tables form the foundations of both batch and streaming data processing The practical motivations behind a powerful persistent state mechanism, driven by a real-world example How time-varying relations provide a link between stream processing and the world of SQL and relational algebra
Information
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In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:200 pages
- Publisher:O'Reilly Media
- Publication Date:31/08/2018
- Category:
- ISBN:9781491983874
Other Formats
- EPUB from £27.60
- PDF from £27.60
Information
-
In Stock - low on stock, only 1 copy remainingFree UK DeliveryEstimated delivery 2-3 working days
- Format:Paperback / softback
- Pages:200 pages
- Publisher:O'Reilly Media
- Publication Date:31/08/2018
- Category:
- ISBN:9781491983874