Performance Evaluation and Benchmarking for the Era of Artificial Intelligence
10th TPC Technology Conference, TPCTC 2018, Rio de Janeiro, Brazil, August 27–31, 2018, Revised Selected Papers
Editors: Nambiar, Raghunath, Poess, Meikel (Eds.)
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- About this book
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This book constitutes the thoroughly refereed post-conference proceedings of the 10th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2018, held in conjunction with the 44th International Conference on Very Large Databases (VLDB 2018) in August 2018.
The 10 papers presented were carefully reviewed and selected from numerous submissions.
The TPC encourages researchers and industry experts to present and debate novel ideas and methodologies in performance evaluation, measurement, and characterization.
- Table of contents (11 chapters)
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Industry Panel on Defining Industry Standards for Benchmarking Artificial Intelligence
Pages 1-6
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UniBench: A Benchmark for Multi-model Database Management Systems
Pages 7-23
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PolyBench: The First Benchmark for Polystores
Pages 24-41
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Benchmarking Distributed Data Processing Systems for Machine Learning Workloads
Pages 42-57
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Characterizing the Performance and Resilience of HCI Clusters with the TPCx-HCI Benchmark
Pages 58-70
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Table of contents (11 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Performance Evaluation and Benchmarking for the Era of Artificial Intelligence
- Book Subtitle
- 10th TPC Technology Conference, TPCTC 2018, Rio de Janeiro, Brazil, August 27–31, 2018, Revised Selected Papers
- Editors
-
- Raghunath Nambiar
- Meikel Poess
- Series Title
- Programming and Software Engineering
- Series Volume
- 11135
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-11404-6
- DOI
- 10.1007/978-3-030-11404-6
- Softcover ISBN
- 978-3-030-11403-9
- Edition Number
- 1
- Number of Pages
- XIII, 155
- Number of Illustrations
- 41 b/w illustrations, 48 illustrations in colour
- Topics
