Big Data Benchmarking: 6th International Workshop, WBDB 2015, Toronto, ON, Canada, June 16-17, 2015 and 7th International Workshop, WBDB 2015, New Delhi, India, December 14-15, 2015, Revised Selected Papers

✍ Scribed by Tilmann Rabl, Raghunath Nambiar, Chaitanya Baru, Milind Bhandarkar, Meikel Poess, Saumyadipta Pyne (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 132
Series: Lecture Notes in Computer Science 10044
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Big Data Benchmarking, WBDB 2015, held in Toronto, ON, Canada, in June 2015 and the 7th International Workshop, WBDB 2015, held in New Delhi, India, in December 2015.

The 8 full papers presented in this book were carefully reviewed and selected from 22 submissions. They deal with recent trends in big data and HPC convergence, new proposals for big data benchmarking, as well as tooling and performance results.

✦ Table of Contents

Front Matter....Pages I-IX
Front Matter....Pages 1-1
Big Data, Simulations and HPC Convergence....Pages 3-17
Front Matter....Pages 19-19
Benchmarking Fast-Data Platforms for the Aadhaar Biometric Database....Pages 21-39
Towards a General Array Database Benchmark: Measuring Storage Access....Pages 40-67
Front Matter....Pages 69-69
ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis....Pages 71-84
Front Matter....Pages 85-85
Benchmarking the Availability and Fault Tolerance of Cassandra....Pages 87-95
Performance Evaluation of Spark SQL Using BigBench....Pages 96-116
Accelerating BigBench on Hadoop....Pages 117-127
Back Matter....Pages 129-129

✦ Subjects

Database Management;Data Mining and Knowledge Discovery;Information Storage and Retrieval;Information Systems Applications (incl. Internet);Algorithm Analysis and Problem Complexity;Simulation and Modeling

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