Conquering Big Data with High Performance Computing

✍ Scribed by Ritu Arora (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 328
Category: Library

No coin nor oath required. For personal study only.

✦ Table of Contents

Front Matter....Pages i-viii
An Introduction to Big Data, High Performance Computing, High-Throughput Computing, and Hadoop....Pages 1-12
Using High Performance Computing for Conquering Big Data....Pages 13-30
Data Movement in Data-Intensive High Performance Computing....Pages 31-59
Using Managed High Performance Computing Systems for High-Throughput Computing....Pages 61-79
Accelerating Big Data Processing on Modern HPC Clusters....Pages 81-107
dispel4py: Agility and Scalability for Data-Intensive Methods Using HPC....Pages 109-137
Performance Analysis Tool for HPC and Big Data Applications on Scientific Clusters....Pages 139-161
Big Data Behind Big Data....Pages 163-189
Empowering R with High Performance Computing Resources for Big Data Analytics....Pages 191-217
Big Data Techniques as a Solution to Theory Problems....Pages 219-231
High-Frequency Financial Statistics Through High-Performance Computing....Pages 233-252
Large-Scale Multi-Modal Data Exploration with Human in the Loop....Pages 253-268
Using High Performance Computing for Detecting Duplicate, Similar and Related Images in a Large Data Collection....Pages 269-286
Big Data Processing in the eDiscovery Domain....Pages 287-307
Databases and High Performance Computing....Pages 309-319
Conquering Big Data Through the Usage of the Wrangler Supercomputer....Pages 321-329

✦ Subjects

Database Management;Computer System Implementation;Data Structures

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