ENGLISH

Resource Management for Big Data Platforms: Algorithms, Modelling, and High-Performance Computing Techniques

By Joanna Kołodziej , Florin Pop , Beniamino Di Martino (eds.)

Book information

Publisher
Springer International Publishing
Year
2016
ISBN
978-3-319-44880-0, 978-3-319-44881-7
DOI
10.1007/978-3-319-44881-7
Language
english
Format
PDF
Filesize
14 MB (14906729 bytes)
Series
Computer Communications and Networks
Edition
1
Pages
XIII, 516\509
Time added
2016-11-20 09:00:00
Computer Communication Networks;Simulation and Mod

Description

Serving as a flagship driver towards advance research in the area of Big Data platforms and applications, this book provides a platform for the dissemination of advanced topics of theory, research efforts and analysis, and implementation oriented on methods, techniques and performance evaluation. In 23 chapters, several important formulations of the architecture design, optimization techniques, advanced analytics methods, biological, medical and social media applications are presented. These chapters discuss the research of members from the ICT COST Action IC1406 High-Performance Modelling and Simulation for Big Data Applications (cHiPSet). This volume is ideal as a reference for students, researchers and industry practitioners working in or interested in joining interdisciplinary works in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers to grasp the key concerns and their potential solutions.

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