Big Data Benchmarking

Author : Tilmann Rabl
Publisher : Springer
ISBN 13 : 3319105965
Total Pages : 203 pages
Book Rating : 4.63/5 ( download)

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Download or read book Advancing Big Data Benchmarks written by Tilmann Rabl and published by Springer. This book was released on 2014-10-08 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint proceedings of the Third and Fourth Workshop on Big Data Benchmarking. The third WBDB was held in Xi'an, China, in July 2013 and the Fourth WBDB was held in San José, CA, USA, in October, 2013. The 15 papers presented in this book were carefully reviewed and selected from 33 presentations. They focus on big data benchmarks; applications and scenarios; tools, systems and surveys.

Author : Tilmann Rabl
Publisher : Springer
ISBN 13 : 3642539742
Total Pages : 214 pages
Book Rating : 4.49/5 ( download)

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Download or read book Specifying Big Data Benchmarks written by Tilmann Rabl and published by Springer. This book was released on 2013-12-18 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed revised selected papers of the First Workshop on Big Data Benchmarks, WBDB 2012, held in San Jose, CA, USA, in May 2012 and the Second Workshop on Big Data Benchmarks, WBDB 2012, held in Pune, India, in December 2012. The 14 revised papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on benchmarking, foundations and tools; domain specific benchmarking; benchmarking hardware and end-to-end big data benchmarks.

Author : Jianfeng Zhan
Publisher : Springer
ISBN 13 : 3319130218
Total Pages : 221 pages
Book Rating : 4.17/5 ( download)

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Download or read book Big Data Benchmarks, Performance Optimization, and Emerging Hardware written by Jianfeng Zhan and published by Springer. This book was released on 2014-11-10 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

Author : Raghunath Nambiar
Publisher : Springer Nature
ISBN 13 : 3030849244
Total Pages : 124 pages
Book Rating : 4.45/5 ( download)

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Download or read book Performance Evaluation and Benchmarking written by Raghunath Nambiar and published by Springer Nature. This book was released on 2021-08-03 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 12th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2020, held in August 2020.The 8 papers presented were carefully reviewed and cover the following topics: testing ACID compliance in the LDBC social network benchmark; experimental performance evaluation of stream processing engines made easy; revisiting issues in benchmarking metric selection; performance evaluation for digital transformation; experimental comparison of relational and NoSQL document systems; a framework for supporting repetition and evaluation in the process of cloud-based DBMS performance benchmarking; benchmarking AI inference; a domain independent benchmark evolution model for the transaction processing performance council.

Author : Tilmann Rabl
Publisher : Springer
ISBN 13 : 3319202332
Total Pages : 164 pages
Book Rating : 4.34/5 ( download)

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Download or read book Big Data Benchmarking written by Tilmann Rabl and published by Springer. This book was released on 2015-06-13 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Big Data Benchmarking, WBDB 2014, held in Potsdam, Germany, in August 2014. The 13 papers presented in this book were carefully reviewed and selected from numerous submissions and cover topics such as benchmarks specifications and proposals, Hadoop and MapReduce - in the different context such as virtualization and cloud - as well as in-memory, data generation, and graphs.

Author : Tilmann Rabl
Publisher : Springer
ISBN 13 : 3319497480
Total Pages : 132 pages
Book Rating : 4.88/5 ( download)

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Download or read book Big Data Benchmarking written by Tilmann Rabl and published by Springer. This book was released on 2016-11-30 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Jianfeng Zhan
Publisher : Springer
ISBN 13 : 3319290061
Total Pages : 147 pages
Book Rating : 4.65/5 ( download)

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Download or read book Big Data Benchmarks, Performance Optimization, and Emerging Hardware written by Jianfeng Zhan and published by Springer. This book was released on 2016-01-28 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly revised selected papers of the 6th workshop on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 2015, held in Kohala Coast, HI, USA, in August/September 2015 as satellite event of VLDB 2015, the 41st International Conference on Very Large Data Bases. The 8 papers presented were carefully reviewed and selected from 10 submissions. The workshop focuses on architecture and system support for big data systems, aiming at bringing researchers and practitioners from data management, architecture, and systems research communities together to discuss the research issues at the intersection of these areas. This book also invites three papers from several industrial partners, including two papers describing tools used in system benchmarking and monitoring and one paper discussing principles and methodologies in existing big data benchmarks.

Author : Raghunath Nambiar
Publisher : Springer
ISBN 13 : 3319153501
Total Pages : 218 pages
Book Rating : 4.06/5 ( download)

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Download or read book Performance Characterization and Benchmarking. Traditional to Big Data written by Raghunath Nambiar and published by Springer. This book was released on 2015-02-04 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 6th TPC Technology Conference, TPCTC 2014, held in Hangzhou, China, in September 2014. It contains 12 selected peer-reviewed papers, a report from the TPC Public Relations Committee. Many buyers use TPC benchmark results as points of comparison when purchasing new computing systems. The information technology landscape is evolving at a rapid pace, challenging industry experts and researchers to develop innovative techniques for evaluation, measurement and characterization of complex systems. The TPC remains committed to developing new benchmark standards to keep pace and one vehicle for achieving this objective is the sponsorship of the Technology Conference on Performance Evaluation and Benchmarking (TPCTC). Over the last five years TPCTC has been held successfully in conjunction with VLDB.

Author : Raghunath Nambiar
Publisher : Springer
ISBN 13 : 3319543342
Total Pages : 175 pages
Book Rating : 4.45/5 ( download)

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Download or read book Performance Evaluation and Benchmarking. Traditional - Big Data - Internet of Things written by Raghunath Nambiar and published by Springer. This book was released on 2017-02-17 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 8th TPC Technology Conference, on Performance Evaluation and Benchmarking, TPCTC 2016, held in conjunction with the 41st International Conference on Very Large Databases (VLDB 2016) in New Delhi, India, in September 2016. The 9 papers presented were carefully reviewed and selected from 20 submissions. They reflect the rapid pace at which industry experts and researchers develop innovative techniques for evaluation, measurement and characterization of complex systems.

Author : Raghunath Nambiar
Publisher : Springer
ISBN 13 : 3319314092
Total Pages : 173 pages
Book Rating : 4.99/5 ( download)

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Download or read book Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things written by Raghunath Nambiar and published by Springer. This book was released on 2016-03-17 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 7th TPC Technology Conference on Performance Evaluation and Benchmarking, TPSTC 2015, held in conjunction with the 40th International Conference on Very Large Databases (VLDB 2015) in Kohala Coast, Hawaii, USA, in August/September 2015. The 8 papers presented together with 1 keynote, and 1 vision paper were carefully reviewed and selected from 24 submissions. Many buyers use TPC benchmark results as points of comparison when purchasing new computing systems. The information technology landscape is evolving at a rapid pace, challenging industry experts and researchers to develop innovative techniques for evaluation, measurement and characterization of complex systems. The TPC remains committed to developing new benchmark standards to keep pace, and one vehicle for achieving this objective is the sponsorship of the Technology Conference on Performance Evaluation and Benchmarking (TPCTC).