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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 / edited by Tilmann Rabl, Raghunath Nambiar, Chaitanya Baru, Milind Bhandarkar, Meikel Poess, Saumyadipta Pyne.

SpringerLink Books Computer Science (2011-2024) Available online

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Format:
Book
Contributor:
Rabl, Tilmann, Editor.
Nambiar, Raghunath, Editor.
Baru, Chaitanya, Editor.
Bhandarkar, Milind., Editor.
Poess, Meikel, Editor.
Pyne, Saumyadipta, Editor.
SpringerLink (Online service)
Series:
Computer Science (SpringerNature-11645)
LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 10044
Information Systems and Applications, incl. Internet/Web, and HCI ; 10044
Language:
English
Subjects (All):
Database management.
Data mining.
Information storage and retrieval systems.
Application software.
Algorithms.
Computer simulation.
Database Management.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
Computer and Information Systems Applications.
Computer Modelling.
Local Subjects:
Database Management.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
Computer and Information Systems Applications.
Algorithms.
Computer Modelling.
Physical Description:
1 online resource (IX, 129 pages) : 60 illustrations
Edition:
1st ed. 2016.
Contained In:
Springer Nature eBook
Place of Publication:
Cham : Springer International Publishing : Imprint: Springer, 2016.
System Details:
text file PDF
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. .
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.
Other Format:
Printed edition:
ISBN:
978-3-319-49748-8
9783319497488
Access Restriction:
Restricted for use by site license.

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