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Resource Management for Big Data Platforms

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Cover of 'Resource Management for Big Data Platforms'

Table of Contents

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    Book Overview
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    Chapter 1 Performance Modeling of Big Data-Oriented Architectures
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    Chapter 2 Workflow Scheduling Techniques for Big Data Platforms
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    Chapter 3 Cloud Technologies: A New Level for Big Data Mining
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    Chapter 4 Agent-Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems
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    Chapter 5 Maximize Profit for Big Data Processing in Distributed Datacenters
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    Chapter 6 Energy and Power Efficiency in Cloud
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    Chapter 7 Context-Aware and Reinforcement Learning-Based Load Balancing System for Green Clouds
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    Chapter 8 High-Performance Storage Support for Scientific Big Data Applications on the Cloud
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    Chapter 9 Information Fusion for Improving Decision-Making in Big Data Applications
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    Chapter 10 Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics
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    Chapter 11 Fault Tolerance in MapReduce: A Survey
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    Chapter 12 Big Data Security
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    Chapter 13 Big Biological Data Management
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    Chapter 14 Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms
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    Chapter 15 Feature Dimensionality Reduction for Mammographic Report Classification
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    Chapter 16 Parallel Algorithms for Multirelational Data Mining: Application to Life Science Problems
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    Chapter 17 Parallelization of Sparse Matrix Kernels for Big Data Applications
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    Chapter 18 Delivering Social Multimedia Content with Scalability
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    Chapter 19 A Java-Based Distributed Approach for Generating Large-Scale Social Network Graphs
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    Chapter 20 Predicting Video Virality on Twitter
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    Chapter 21 Big Data Uses in Crowd Based Systems
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    Chapter 22 Evaluation of a Web Crowd-Sensing IoT Ecosystem Providing Big Data Analysis
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    Chapter 23 A Smart City Fighting Pollution, by Efficiently Managing and Processing Big Data from Sensor Networks
Attention for Chapter 4: Agent-Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems
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Chapter title
Agent-Based High-Level Interaction Patterns for Modeling Individual and Collective Optimizations Problems
Chapter number 4
Book title
Resource Management for Big Data Platforms
Published by
Springer, Cham, January 2016
DOI 10.1007/978-3-319-44881-7_4
Book ISBNs
978-3-31-944880-0, 978-3-31-944881-7
Authors

Rocco Aversa, Luca Tasquier

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