Cover image for Guide to High Performance Distributed Computing Case Studies with Hadoop, Scalding and Spark
Title:
Guide to High Performance Distributed Computing Case Studies with Hadoop, Scalding and Spark
Author:
Srinivasa, K.G. author.
ISBN:
9783319134970
Edition:
1st ed. 2015.
Physical Description:
XVII, 304 p. 43 illus. online resource.
Series:
Computer Communications and Networks,
Contents:
Part I: Programming Fundamentals of High Performance Distributed Computing -- Introduction -- Getting Started with Hadoop -- Getting Started with Spark -- Programming Internals of Scalding and Spark -- Part II: Case studies using Hadoop, Scalding and Spark -- Case Study I: Data Clustering using Scalding and Spark -- Case Study II: Data Classification using Scalding and Spark -- Case Study III: Regression Analysis using Scalding and Spark -- Case Study IV: Recommender System using Scalding and Spark.
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