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Spark: Big Data Cluster Computing in Production by Ilya Ganelin at Abbey's Bookshop,
Spark: Big Data Cluster Computing in Production
— —
Ilya Ganelin Ema Orhian

Spark

Big Data Cluster Computing in Production

Ilya Ganelin,  Ema Orhian,  Kai Sasaki ,  Brennon York

$82.95

Paperback

Not in-store but you can order this
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English
John Wiley & Sons Inc
11 March 2016
Distributed systems
Production-targeted Spark guidance with real-world use cases Spark: Big Data Cluster Computing in Production goes beyond general Spark overviews to provide targeted guidance toward using lightning-fast big-data clustering in production. Written by an expert team well-known in the big data community, this book walks you through the challenges in moving from proof-of-concept or demo Spark applications to live Spark in production. Real use cases provide deep insight into common problems, limitations, challenges, and opportunities, while expert tips and tricks help you get the most out of Spark performance. Coverage includes Spark SQL, Tachyon, Kerberos, ML Lib, YARN, and Mesos, with clear, actionable guidance on resource scheduling, db connectors, streaming, security, and much more.

Spark has become the tool of choice for many Big Data problems, with more active contributors than any other Apache Software project. General introductory books abound, but this book is the first to provide deep insight and real-world advice on using Spark in production. Specific guidance, expert tips, and invaluable foresight make this guide an incredibly useful resource for real production settings.

Review Spark hardware requirements and estimate cluster size Gain insight from real-world production use cases Tighten security, schedule resources, and fine-tune performance Overcome common problems encountered using Spark in production

Spark works with other big data tools including MapReduce and Hadoop, and uses languages you already know like Java, Scala, Python, and R. Lightning speed makes Spark too good to pass up, but understanding limitations and challenges in advance goes a long way toward easing actual production implementation. Spark: Big Data Cluster Computing in Production tells you everything you need to know, with real-world production insight and expert guidance, tips, and tricks.
By:   , , , ,
Imprint:   John Wiley & Sons Inc
Country of Publication:   United States
Dimensions:   Height: 236mm,  Width: 188mm,  Spine: 13mm
Weight:   372g
ISBN:   9781119254010
ISBN 10:   1119254019
Pages:   216
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

Ilya Ganelin is a data engineer working at Capital One Data Innovation Lab. Ilya is an active contributor to the core components of Apache Spark and a committer to Apache Apex. Ema Orhian is a Big Data Engineer interested in scaling algorithms. She is the main committer on jaws-spark-sql-rest, a data warehouse explorer on top of Spark SQL. Kai Sasaki is a software engineer working in distributed computing and machine learning. He is a Spark contributor who develops mainly MLlib, ML libraries. Brennon York has been a core contributor to Apache Spark since 2014 including development on GraphX and the core build environment.

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