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Techniques and Environments for Big Data Analysis, 1st ed. 2016 Parallel, Cloud, and Grid Computing Studies in Big Data Series, Vol. 17

Langue : Anglais

Coordonnateurs : Mishra B. S.P., Dehuri Satchidananda, Kim Euiwhan, Wang Gi-Name

Couverture de l’ouvrage Techniques and Environments for Big Data Analysis

This volume is aiming at a wide range of readers and researchers in the area of Big Data by presenting the recent advances in the fields of Big Data Analysis, as well as the techniques and tools used to analyze it. The book includes 10 distinct chapters providing a concise introduction to Big Data Analysis and recent Techniques and Environments for Big Data Analysis. It gives insight into how the expensive fitness evaluation of evolutionary learning can play a vital role in big data analysis by adopting Parallel, Grid, and Cloud computing environments.

Introduction to Big Data Analysis.- Parallel Environments.- A Deep Dive into the Hadoop World to Explore its Various
Performances.- 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 Techniques
Parallelized 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.

Presents the recent advances in the fields of Big Data Analysis, as well as the techniques and tools used to analyze it

Emphasis is on theoretical advances of Big Data and it’s practices in parallel, cloud, and grid environment

Interesting and novel collection useful for researchers and students

Includes supplementary material: sn.pub/extras

Date de parution :

Ouvrage de 191 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 105,49 €

Ajouter au panier

Date de parution :

Ouvrage de 191 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 105,49 €

Ajouter au panier