Big Data Processing Using Spark in Cloud

Big Data Processing Using Spark in Cloud
By:Mamta Mittal,Valentina E. Balas,Lalit Mohan Goyal,Raghvendra Kumar
Published on 2018-06-16 by Springer

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.

This Book was ranked at 3 by Google Books for keyword Data Processing.

Book ID of Big Data Processing Using Spark in Cloud's Books is wzFgDwAAQBAJ, Book which was written byMamta Mittal,Valentina E. Balas,Lalit Mohan Goyal,Raghvendra Kumarhave ETAG "f8Z+B8PSeqA"

Book which was published by Springer since 2018-06-16 have ISBNs, ISBN 13 Code is 9789811305504 and ISBN 10 Code is 9811305501

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