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

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.  

List 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.

Summary

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

• Assisted by: Chaitanya Baru (Editor), Chaitanya Baru et al (Editor), Milind Bhandarkar (Editor), Raghunat Nambiar (Editor), Raghunath Nambiar (Editor), Meikel Poess (Editor), Saumyadipta Pyne (Editor), Tilmann Rabl (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2016
• EAN: 9783319497471
• ISBN: 978-3-31-949747-1
• No. of pages: 129
• Dimensions: 157 mm x 8 mm x 235 mm
• Weight: 225 g
• Illustrations: IX, 129 p. 60 illus.
• Series: Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI; Springer; Lecture Notes in Computer Science; Information Systems and Applications, incl. Internet/Web, and HCI
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Algorithmen und Datenstrukturen, Data Mining, Algorithms, angewandte informatik, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Computermodellierung und -simulation, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, Information Systems Applications (incl. Internet), Computer and Information Systems Applications, database programming, Application software, Data Mining and Knowledge Discovery, Algorithms & data structures, Internet searching, Algorithm Analysis and Problem Complexity, Computer simulation, Computer modelling & simulation, Simulation and Modeling, Expert systems / knowledge-based systems, Information Storage and Retrieval, Computer Modelling