04674nam 22008055 450 99646552000331620200706003157.03-319-49748-010.1007/978-3-319-49748-8(CKB)3710000000981122(DE-He213)978-3-319-49748-8(MiAaPQ)EBC6284970(MiAaPQ)EBC5610490(Au-PeEL)EBL5610490(OCoLC)965518812(PPN)19713730X(EXLCZ)99371000000098112220161130d2016 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierBig Data Benchmarking[electronic resource] 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 Pyne1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (IX, 129 p. 60 illus.)Information Systems and Applications, incl. Internet/Web, and HCI ;100443-319-49747-2 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.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. .Information Systems and Applications, incl. Internet/Web, and HCI ;10044Database managementData miningInformation storage and retrievalApplication softwareAlgorithmsComputer simulationDatabase Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Simulation and Modelinghttps://scigraph.springernature.com/ontologies/product-market-codes/I19000Database management.Data mining.Information storage and retrieval.Application software.Algorithms.Computer simulation.Database Management.Data Mining and Knowledge Discovery.Information Storage and Retrieval.Information Systems Applications (incl. Internet).Algorithm Analysis and Problem Complexity.Simulation and Modeling.005.7Rabl Tilmannedthttp://id.loc.gov/vocabulary/relators/edtNambiar Raghunathedthttp://id.loc.gov/vocabulary/relators/edtBaru Chaitanyaedthttp://id.loc.gov/vocabulary/relators/edtBhandarkar Milindedthttp://id.loc.gov/vocabulary/relators/edtPoess Meikeledthttp://id.loc.gov/vocabulary/relators/edtPyne Saumyadiptaedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996465520003316Big Data Benchmarking2830170UNISA