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Performance Evaluation and Benchmarking for the Analytics Era

9th TPC Technology Conference, TPCTC 2017, Munich, Germany, August 28, 2017, Revised Selected Papers

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Raghunath Nambiar

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

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    You can also search for this editor in PubMed   Google Scholar

  2. Meikel Poess

    1. Server Technologies, Oracle Corporation, Redwood Shores, 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 10661)

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

Included in the following conference series:

Conference proceedings info: TPCTC 2017.

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Table of contents (12 papers)

  1. Front Matter

    Pages I-XII
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  2. Industry Standards for the Analytics Era: TPC Roadmap

    • Raghunath Nambiar, Meikel Poess
    Pages 1-8

  3. PEEL: A Framework for Benchmarking Distributed Systems and Algorithms

    • Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
    Pages 9-24

  4. Senska – Towards an Enterprise Streaming Benchmark

    • Guenter Hesse, Benjamin Reissaus, Christoph Matthies, Martin Lorenz, Milena Kraus, Matthias Uflacker
    Pages 25-40

  5. Towards a Scalability and Energy Efficiency Benchmark for VNF

    • Norbert Schmitt, Jóakim von Kistowski, Samuel Kounev
    Pages 41-54

  6. Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments

    • Nicolas Poggi, Alejandro Montero, David Carrera
    Pages 55-74

  7. Performance Characterization of Big Data Systems with TPC Express Benchmark HS

    • Manan Trivedi
    Pages 75-92

  8. Experiences and Lessons in Practice Using TPCx-BB Benchmarks

    • Kebing Wang, Bianny Bian, Paul Cao, Mike Riess
    Pages 93-102

  9. JCC-H: Adding Join Crossing Correlations with Skew to TPC-H

    • Peter Boncz, Angelos-Christos Anatiotis, Steffen Kläbe
    Pages 103-119

  10. TPCx-HS v2: Transforming with Technology Changes

    • Tariq Magdon-Ismail, Chinmayi Narasimhadevara, Dave Jaffe, Raghunath Nambiar
    Pages 120-130

  11. Performance Assurance Model for Applications on SPARK Platform

    • Rekha Singhal, Praveen Singh
    Pages 131-146

  12. Benchmarking and Performance Analysis for Distributed Cache Systems: A Comparative Case Study

    • Haytham Salhi, Feras Odeh, Rabee Nasser, Adel Taweel
    Pages 147-163

  13. A Comparison of ARM Against x86 for Distributed Machine Learning Workloads

    • Sebastian Kmiec, Jonathon Wong, Hans-Arno Jacobsen, Da Qi Ren
    Pages 164-184

  14. Back Matter

    Pages 185-185
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  1. Performance Evaluation and Benchmarking for the Analytics Era

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About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 8th TPC Technology Conference, on Performance Evaluation and Benchmarking, TPCTC 2017, held in conjunction with the
43rd International Conference on Very Large Databases (VLDB 2017) in August/September 2017.


The 12 papers presented were carefully reviewed and selected from numerous
submissions. The TPC remains committed to developing new benchmark standards to keep pace 
with these rapid changes in technology.



Editors and Affiliations

  • Cisco Systems, Inc., San Jose, USA

    Raghunath Nambiar

  • Server Technologies, Oracle Corporation, Redwood Shores, USA

    Meikel Poess

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