Big Data Benchmarking: 6th International Workshop, Wbdb 2015, Toronto, On, Canada, June 16-17, 2015 and 7th International Workshop, Wbdb 2015

ISBN-13: 9783319497471 / Angielski / Miękka / 2016 / 129 str.

Tilmann Rabl; Raghunath Nambiar; Chaitanya Baru

Opis

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.

Spis treści

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.