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
Rabl, Tilmann. editor.
Title
:
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
Author
:
Rabl, Tilmann. editor.
ISBN
:
9783319497488
Physical Description
:
IX, 129 p. 60 illus. online resource.
Series
:
Information Systems and Applications, incl. Internet/Web, and HCI ; 10044
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.
Abstract
:
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. .
Subject Term
:
Database management.
Data mining.
Information storage and retrieva.
Computer software.
Computer simulation.
Database Management. http://scigraph.springernature.com/things/product-market-codes/I18024
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
Information Storage and Retrieval. http://scigraph.springernature.com/things/product-market-codes/I18032
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
Algorithm Analysis and Problem Complexity. http://scigraph.springernature.com/things/product-market-codes/I16021
Simulation and Modeling. http://scigraph.springernature.com/things/product-market-codes/I19000
Added Author
:
Rabl, Tilmann.
Nambiar, Raghunath.
Baru, Chaitanya.
Bhandarkar, Milind.
Poess, Meikel.
Pyne, Saumyadipta.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2086015-1001 | QA76.9 .D3 | Online Springer |