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

by Tilmann Rabl (Editor), Raghunath Nambiar (Editor), Chaitanya Baru (Editor), Milind Bhandarkar (Editor), Meikel Poess (Editor)

Overview

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.

Product Details

ISBN-13:	9783319497471
Publisher:	Springer International Publishing
Publication date:	01/05/2017
Series:	Lecture Notes in Computer Science , #10044
Edition description:	1st ed. 2016
Pages:	129
Product dimensions:	6.10(w) x 9.25(h) x 0.01(d)

Table of Contents

Big Data, Simulations and HPC Convergence.- Benchmarking Fast-Data Platforms for the Aadhaar Biometric Database.- Towards a General Array Database Benchmark: Measuring Storage Access.- ALOJA: a Benchmarking and Predictive Platform for Big Data Performance Analysis.- A Set of Metrics to Evaluate HDFS and S3 Performance on Amazon EMR with Avro and Parquet Formats.- Benchmarking the Availability and Fault Tolerance of Cassandra.- Performance Evaluation of Spark SQL using BigBench.- Accelerating Big Bench on Hadoop.