TY  - BOOK
AU  - Akidau,Tyler
AU  - Chernyak,Slava
AU  - Lax,Reuven
TI  - Streaming systems: the what, where, when, and how of large-scale data processing 
SN  - 9781491983874
AV  - TK5105.386 AKI 2018
U1  - 006.7876 23
PY  - 2018///
CY  - Sebastopol
PB  -  O'Reilly Media, Inc.
KW  - Streaming technology (Telecommunications)
KW  - Electronic data processing
KW  - Distributed processing
KW  - Big data
KW  - fast
N1  - Includes index; Preface Or: What Are You Getting Yourself Into Here? -- Part 1. The beam model.  Streaming 101 -- The what, where, when, and how of data processing -- Watermarks -- Advanced windowing -- Exactly-once and side effects -- Part 2. Streams and tables.  Streams and tables -- The practicalities of persistent state -- Streaming SQL -- Streaming joints -- The evolution of large-scale data processing
N2  - 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
ER  -