Techniques and Environments for Big Data Analysis

Parallel, Cloud, and Grid Computing

AvB. S.P. Mishra,Satchidananda Dehuri

Häftad, Engelska, 2018

Del 17 i serien Studies in Big Data

1 105 kr

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Beskrivning

This volume is aiming at a wide range of readers andresearchers in the area of Big Data by presenting the recent advances in the fieldsof Big Data Analysis, as well as the techniques and tools used to analyze it.

Produktinformation

Utgivningsdatum:2018-03-30
Mått:155 x 235 x 12 mm
Vikt:318 g
Format:Häftad
Språk:Engelska
Serie:Studies in Big Data
Antal sidor:191
Förlag:Springer International Publishing AG
ISBN:9783319801605

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Introduction to Big Data Analysis.- Parallel Environments.- A Deep Dive into the Hadoop World to Explore its VariousPerformances.- Natural Language Processing and Machine Learning for Big Data.- Big Data and Cyber Foraging: Future Scope and Challenges.- Parallel GA in Big Data Analysis.- Evolutionary Algorithm Based Techniques to Handle Big Data.- Statistical and Evolutionary Feature Selection TechniquesParallelized using MapReduce Programming Model.- A Data Aware Scheme for Scheduling Big-Data Applications on SAVANNA Hadoop.- The Role of Grid Technologies: A Next Level Combat with Big Data.

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