LEADER 04674nam 22008055 450 001 996465520003316 005 20200706003157.0 010 $a3-319-49748-0 024 7 $a10.1007/978-3-319-49748-8 035 $a(CKB)3710000000981122 035 $a(DE-He213)978-3-319-49748-8 035 $a(MiAaPQ)EBC6284970 035 $a(MiAaPQ)EBC5610490 035 $a(Au-PeEL)EBL5610490 035 $a(OCoLC)965518812 035 $a(PPN)19713730X 035 $a(EXLCZ)993710000000981122 100 $a20161130d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Benchmarking$b[electronic resource] $e6th International Workshop, WBDB 2015, Toronto, ON, Canada, June 16-17, 2015 and 7th International Workshop, WBDB 2015, New Delhi, India, December 14-15, 2015, Revised Selected Papers /$fedited by Tilmann Rabl, Raghunath Nambiar, Chaitanya Baru, Milind Bhandarkar, Meikel Poess, Saumyadipta Pyne 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (IX, 129 p. 60 illus.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v10044 311 $a3-319-49747-2 327 $aBig 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. 330 $aThis book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Big Data Benchmarking, WBDB 2015, held in Toronto, ON, Canada, in June 2015 and the 7th International Workshop, WBDB 2015, held in New Delhi, India, in December 2015. The 8 full papers presented in this book were carefully reviewed and selected from 22 submissions. They deal with recent trends in big data and HPC convergence, new proposals for big data benchmarking, as well as tooling and performance results. . 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v10044 606 $aDatabase management 606 $aData mining 606 $aInformation storage and retrieval 606 $aApplication software 606 $aAlgorithms 606 $aComputer simulation 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aSimulation and Modeling$3https://scigraph.springernature.com/ontologies/product-market-codes/I19000 615 0$aDatabase management. 615 0$aData mining. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aAlgorithms. 615 0$aComputer simulation. 615 14$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aSimulation and Modeling. 676 $a005.7 702 $aRabl$b Tilmann$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNambiar$b Raghunath$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBaru$b Chaitanya$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBhandarkar$b Milind$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPoess$b Meikel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPyne$b Saumyadipta$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465520003316 996 $aBig Data Benchmarking$92830170 997 $aUNISA