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Performance Evaluation and Benchmarking

13th TPC Technology Conference, TPCTC 2021, Copenhagen, Denmark, August 20, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Raghunath Nambiar

    1. Advanced Micro Devices Inc., Santa Clara, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Meikel Poess

    1. Oracle Corporation, Redwood Shores, USA

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13169)

Part of the book sub series: Programming and Software Engineering (LNPSE)

Included in the following conference series:

Conference proceedings info: TPCTC 2021.

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Table of contents (9 papers)

  1. Front Matter

    Pages i-xi
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  2. A YCSB Workload for Benchmarking Hotspot Object Behaviour in NoSQL Databases

    • Casper Claesen, Ansar Rafique, Dimitri Van Landuyt, Wouter Joosen
    Pages 1-16

  3. IoTDataBench: Extending TPCx-IoT for Compression and Scalability

    • Yuqing Zhu, Yanzhe An, Yuan Zi, Yu Feng, Jianmin Wang
    Pages 17-32

  4. EvoBench: Benchmarking Schema Evolution in NoSQL

    • André Conrad, Mark Lukas Möller, Tobias Kreiter, Jan-Christopher Mair, Meike Klettke, Uta Störl
    Pages 33-49

  5. Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results

    • Miro Hodak, David Ellison, Ajay Dholakia
    Pages 50-61

  6. CH2: A Hybrid Operational/Analytical Processing Benchmark for NoSQL

    • Michael Carey, Dmitry Lychagin, M. Muralikrishna, Vijay Sarathy, Till Westmann
    Pages 62-80

  7. Orchestrating DBMS Benchmarking in the Cloud with Kubernetes

    • Patrick K. Erdelt
    Pages 81-97

  8. A Survey of Big Data, High Performance Computing, and Machine Learning Benchmarks

    • Nina Ihde, Paula Marten, Ahmed Eleliemy, Gabrielle Poerwawinata, Pedro Silva, Ilin Tolovski et al.
    Pages 98-118

  9. Tell-Tale Tail Latencies: Pitfalls and Perils in Database Benchmarking

    • Michael Fruth, Stefanie Scherzinger, Wolfgang Mauerer, Ralf Ramsauer
    Pages 119-134

  10. Quantifying Cloud Data Analytic Platform Scalability with Extended TPC-DS Benchmark

    • Guoheng Chen, Timothy Johnson, Miso Cilimdzic
    Pages 135-150

  11. Back Matter

    Pages 151-151
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  1. Performance Evaluation and Benchmarking

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the 13th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2021, held in August 2021.

The 9 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.

Editors and Affiliations

  • Advanced Micro Devices Inc., Santa Clara, USA

    Raghunath Nambiar

  • Oracle Corporation, Redwood Shores, USA

    Meikel Poess

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