Streaming Systems. The What, Where, When, and How of Large-Scale Data Processing - Tyler Akidau, Slava Chernyak, Reuven Lax

Streaming Systems. The What, Where, When, and How of Large-Scale Data Processing za 143.65 zł

Cena: 143.65 zł
Sklep: ebookpoint.pl
Kup teraz Streaming Systems. The What, Where, When, and How of Large-Scale Data Processing za 143.65 zł w księgarni ebookpoint.pl
Wydawca: ebookpoint
Kategoria: bez kategorii
ISBN: 9781491983829
Waga: b/d kg
Rok wydania: 2020

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