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Big Data Processing Using Spark in Cloud (Paperback, Softcover reprint of the original 1st ed. 2019) Loot Price: R2,789
Discovery Miles 27 890
Big Data Processing Using Spark in Cloud (Paperback, Softcover reprint of the original 1st ed. 2019): Mamta Mittal, Valentina...

Big Data Processing Using Spark in Cloud (Paperback, Softcover reprint of the original 1st ed. 2019)

Mamta Mittal, Valentina E. Balas, Lalit Mohan Goyal, Raghvendra Kumar

Series: Studies in Big Data, 43

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Loot Price R2,789 Discovery Miles 27 890 | Repayment Terms: R261 pm x 12*

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The book describes the emergence of big data technologies and the role of Spark in the entire big data stack. It compares Spark and Hadoop and identifies the shortcomings of Hadoop that have been overcome by Spark. The book mainly focuses on the in-depth architecture of Spark and our understanding of Spark RDDs and how RDD complements big data's immutable nature, and solves it with lazy evaluation, cacheable and type inference. It also addresses advanced topics in Spark, starting with the basics of Scala and the core Spark framework, and exploring Spark data frames, machine learning using Mllib, graph analytics using Graph X and real-time processing with Apache Kafka, AWS Kenisis, and Azure Event Hub. It then goes on to investigate Spark using PySpark and R. Focusing on the current big data stack, the book examines the interaction with current big data tools, with Spark being the core processing layer for all types of data. The book is intended for data engineers and scientists working on massive datasets and big data technologies in the cloud. In addition to industry professionals, it is helpful for aspiring data processing professionals and students working in big data processing and cloud computing environments.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Series: Studies in Big Data, 43
Release date: December 2018
First published: 2019
Editors: Mamta Mittal • Valentina E. Balas • Lalit Mohan Goyal • Raghvendra Kumar
Dimensions: 235 x 155 x 15mm (L x W x T)
Format: Paperback
Pages: 264
Edition: Softcover reprint of the original 1st ed. 2019
ISBN-13: 978-981-13-4448-0
Categories: Books > Computing & IT > Computer communications & networking > Network security
Books > Business & Economics > Business & management > Business mathematics & systems > General
Books > Computing & IT > Applications of computing > Databases > General
LSN: 981-13-4448-5
Barcode: 9789811344480

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