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


Streaming-Systems-The-What.pdf
ISBN: 9781491983874 | 352 pages | 9 Mb

Download PDF




  • Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing
  • Tyler Akidau, Slava Chernyak, Reuven Lax
  • Page: 352
  • Format: pdf, ePub, fb2, mobi
  • ISBN: 9781491983874
  • Publisher: O'Reilly Media, Incorporated
Download Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing


Download google books pdf ubuntu Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing (English literature)

Overview

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



More eBooks:
Descargas de libros de texto para kindle MALAS ARTES 9788432217296 de DONNA LEON (Literatura española)
Descargas de libros de audio para iPod gratis FOUR FAMOUS COUPLES 9789925303465 de
Free ebook search and download 365 Days of Drawing: Sketch and Paint Your Way Through the Creative Year 9781784881955
Ebook descargar el archivo epub FLORES DE TELA KANZASHI
Free book downloads for blackberry Christmas at White Pines English version 9781488055270
Ebooks online ebook download Gravity Falls: Journal 3 Special Edition 9781368002509