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Performance Evaluation and Benchmarking for the Era of Cloud(s)

11th TPC Technology Conference, TPCTC 2019, Los Angeles, CA, USA, August 26, 2019, Revised Selected Papers

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Raghunath Nambiar

    1. Advanced Micro Devices (United States), 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 12257)

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

Included in the following conference series:

Conference proceedings info: TPCTC 2019.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Benchmarking Elastic Cloud Big Data Services Under SLA Constraints

    • Nicolas Poggi, Víctor Cuevas-Vicenttín, Josep Lluis Berral, Thomas Fenech, Gonzalo Gómez, Davide Brini et al.
    Pages 1-18

  3. Efficient Multiway Hash Join on Reconfigurable Hardware

    • Rekha Singhal, Yaqi Zhang, Jeffrey D. Ullman, Raghu Prabhakar, Kunle Olukotun
    Pages 19-38

  4. Challenges in Distributed MLPerf

    • Miro Hodak, Ajay Dholakia
    Pages 39-46

  5. ADABench - Towards an Industry Standard Benchmark for Advanced Analytics

    • Tilmann Rabl, Christoph Brücke, Philipp Härtling, Stella Stars, Rodrigo Escobar Palacios, Hamesh Patel et al.
    Pages 47-63

  6. TPCx-BB (Big Bench) in a Single-Node Environment

    • Dippy Aggarwal, Shreyas Shekhar, Chris Elford, Umachandar Jayachandran, Sadashivan Krishnamurthy, Jamie Reding et al.
    Pages 64-83

  7. CBench-Dynamo: A Consistency Benchmark for NoSQL Database Systems

    • Miguel Diogo, Bruno Cabral, Jorge Bernardino
    Pages 84-98

  8. Benchmarking Pocket-Scale Databases

    • Carl Nuessle, Oliver Kennedy, Lukasz Ziarek
    Pages 99-115

  9. End-to-End Benchmarking of Deep Learning Platforms

    • Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl
    Pages 116-132

  10. Role of the TPC in the Cloud Age

    • Alain Crolotte, Feifei Li, Meikel Poess, Peter Boncz, Raghunath Nambiar
    Pages 133-138

  11. Benchmarking Database Cloud Services

    • Manfred Drozd
    Pages 139-153

  12. Use Machine Learning Methods to Predict Lifetimes of Storage Devices

    • Yingxuan Zhu, Bowen Jiang, Yong Wang, Tim Tingqiu Yuan, Jian Li
    Pages 154-163

  13. Back Matter

    Pages 165-165
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  1. Performance Evaluation and Benchmarking for the Era of Cloud(s)

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the 11th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2019, held in conjunction with the 45th International Conference on Very Large Databases (VLDB 2019) in August 2019.
The 11 papers presented were carefully reviewed and focus on topics such as blockchain; big data and analytics; complex event processing; database Optimizations; data Integration; disaster tolerance and recovery; artificial Intelligence; emerging storage technologies (NVMe, 3D XPoint Memory etc.); hybrid workloads; energy and space efficiency; in-memory databases; internet of things; virtualization; enhancements to TPC workloads; lessons learned in practice using TPC workloads; collection and interpretation of performance data in public cloud environments.

 

Editors and Affiliations

  • Advanced Micro Devices (United States), Santa Clara, USA

    Raghunath Nambiar

  • Oracle Corporation, Redwood Shores, USA

    Meikel Poess

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