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: Lecture Notes in Computer Science, cartea 10044
Editat de Tilmann Rabl, Raghunath Nambiar, Chaitanya Baru, Milind Bhandarkar, Meikel Poess, Saumyadipta Pyneen Limba Engleză Paperback – 6 dec 2016
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.
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Specificații
ISBN-13: 9783319497471
ISBN-10: 3319497472
Pagini: 129
Ilustrații: IX, 129 p. 60 illus.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.2 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI
Locul publicării:Cham, Switzerland
ISBN-10: 3319497472
Pagini: 129
Ilustrații: IX, 129 p. 60 illus.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.2 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI
Locul publicării:Cham, Switzerland
Cuprins
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.
Caracteristici
Includes supplementary material: sn.pub/extras