Big Data and High Performance Computing

Publisher: IOS Press
Year: 2015
Tongue: English
Leaves: 169
Series: Advances in Parallel Computing
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Title Page......Page 2
Preface......Page 6
Contents......Page 8
Fundamentals and General Concepts......Page 10
Big Data: Insight and the Scientific Method......Page 12
Programming Visual and Script-Based Big Data Analytics Workflows on Clouds......Page 27
Big Data from Scientific Simulations......Page 41
Towards a Comprehensive Set of Big Data Benchmarks......Page 56
Technologies, Processing and Storage......Page 76
Big Data Technologies......Page 78
Cori: A Pre-Exascale Supercomputer for Big Data and HPC Applications......Page 91
Architectural Implications for Exascale Based on Big Data Workflow Requirements......Page 110
Case Studies......Page 124
Networking Materials Data: Accelerating Discovery at Experimental Facilities......Page 126
Big Data Research at DKRZ - Climate Model Data Production Workflow......Page 142
Subject Index......Page 166
Author Index......Page 168

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