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portada Resource Management for Big Data Platforms: Algorithms, Modelling, and High-Performance Computing Techniques
Type
Physical Book
Publisher
Author
Language
English
Pages
516
Format
Paperback
ISBN13
9783319831558
Categories

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

Pop, Florin ; Kolodziej, Joanna ; Di Martino, Beniamino (Author) · Springer · Paperback

Resource Management for Big Data Platforms: Algorithms, Modelling, and High-Performance Computing Techniques - Pop, Florin ; Kolodziej, Joanna ; Di Martino, Beniamino

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

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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