Learning Spark Streaming

Best Practices for Scaling and Optimizing Apache Spark

Francois Garillot (Autor)

Buch | Softcover

300 Seiten

2017
O'Reilly Media (Verlag)
978-1-4919-4424-0 (ISBN)

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To build analytics tools that provide faster insights, knowing how to process data in real time is a must, and moving from batch processing to stream processing is absolutely required. Fortunately, the Spark in-memory framework/platform for processing data has added an extension devoted to fault-tolerant stream processing: Spark Streaming.

If you're familiar with Apache Spark and want to learn how to implement it for streaming jobs, this practical book is a must.

Understand how Spark Streaming fits in the big picture
Learn core concepts such as Spark RDDs, Spark Streaming clusters, and the fundamentals of a DStream
Discover how to create a robust deployment
Dive into streaming algorithmics
Learn how to tune, measure, and monitor Spark Streaming

Francois Garillot worked on Scala's type system in 2006, earned his PhD from the French Ecole Polytechnique in 2011, and worked at Typesafe, after a brief stint in Internet advertising. He's worked on interactive interfaces to the Scala compiler, while nourishing a strong enthusiasm for data analytics in his spare time, until Apache Spark let him fullfill this passion as his main job. He received the first Spark Certification in November 2014, and worked in London and Philadelphia, among other places. In his spare time, he can be found practicing one of a half-dozen ways of making coffee, climbing up or skiing down a not-necessarily-Alpine mountain, or sailing a not-necessarily coastal course.

Erscheinungsdatum	03.12.2016
Verlagsort	Sebastopol
Sprache	englisch
Maße	150 x 250 mm
Gewicht	666 g
Einbandart	kartoniert
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Analytics • Apache • Big Data • Spark • Streaming
ISBN-10	1-4919-4424-2 / 1491944242
ISBN-13	978-1-4919-4424-0 / 9781491944240
Zustand	Neuware