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Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things

7th TPC Technology Conference, TPCTC 2015, Kohala Coast, HI, USA, August 31 - September 4, 2015. Revised Selected Papers

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Raghunath Nambiar

    1. Cisco Systems, Inc., San Jose, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Meikel Poess

    1. Oracle Corporation, Redwood City, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9508)

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

Included in the following conference series:

Conference proceedings info: TPCTC 2015.

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Table of contents (10 papers)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Reinventing the TPC: From Traditional to Big Data to Internet of Things

    • Raghunath Nambiar, Meikel Poess
    Pages 1-7

  3. Pocket Data: The Need for TPC-MOBILE

    • Oliver Kennedy, Jerry Ajay, Geoffrey Challen, Lukasz Ziarek
    Pages 8-25

  4. SparkBench – A Spark Performance Testing Suite

    • Dakshi Agrawal, Ali Butt, Kshitij Doshi, Josep-L. Larriba-Pey, Min Li, Frederick R Reiss et al.
    Pages 26-44

  5. NUMA-Aware Memory Management with In-Memory Databases

    • Mehul Wagle, Daniel Booss, Ivan Schreter, Daniel Egenolf
    Pages 45-60

  6. Big-SeqDB-Gen: A Formal and Scalable Approach for Parallel Generation of Big Synthetic Sequence Databases

    • Rim Moussa
    Pages 61-76

  7. A Benchmark Framework for Data Compression Techniques

    • Patrick Damme, Dirk Habich, Wolfgang Lehner
    Pages 77-93

  8. Enhancing Data Generation in TPCx-HS with a Non-uniform Random Distribution

    • Raghunath Nambiar, Tilmann Rabl, Karthik Kulkarni, Michael Frank
    Pages 94-129

  9. Rethinking Benchmarking for Data

    • Jignesh M. Patel
    Pages 130-134

  10. Big Data Benchmark Compendium

    • Todor Ivanov, Tilmann Rabl, Meikel Poess, Anna Queralt, John  Poelman, Nicolas Poggi et al.
    Pages 135-155

  11. Profiling the Performance of Virtualized Databases with the TPCx-V Benchmark

    • Andrew Bond, Doug Johnson, Greg Kopczynski, H. Reza Taheri
    Pages 156-172

  12. Back Matter

    Pages 173-173
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  1. Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things

Keywords

About this book

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).

Editors and Affiliations

  • Cisco Systems, Inc., San Jose, USA

    Raghunath Nambiar

  • Oracle Corporation, Redwood City, USA

    Meikel Poess

Bibliographic Information

  • Book Title: Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things

  • Book Subtitle: 7th TPC Technology Conference, TPCTC 2015, Kohala Coast, HI, USA, August 31 - September 4, 2015. Revised Selected Papers

  • Editors: Raghunath Nambiar, Meikel Poess

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-31409-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Softcover ISBN: 978-3-319-31408-2Published: 18 March 2016

  • eBook ISBN: 978-3-319-31409-9Published: 17 March 2016

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XI, 173

  • Number of Illustrations: 61 b/w illustrations

  • Topics: System Performance and Evaluation, Database Management, Information Storage and Retrieval

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