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Big Data Benchmarking

5th International Workshop, WBDB 2014, Potsdam, Germany, August 5-6- 2014, Revised Selected Papers

  • Tilmann Rabl
  • Kai Sachs
  • Meikel Poess
  • Chaitanya Baru
  • Hans-Arno Jacobson

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8991)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 8991)

Table of contents

  1. Front Matter
    Pages I-X
  2. Benchmark Specifications and Proposals

    1. Front Matter
      Pages 1-1
    2. Tilmann Rabl, Michael Frank, Manuel Danisch, Bhaskar Gowda, Hans-Arno Jacobsen
      Pages 3-11
    3. Heiko Gerwens, Tobias Kutning
      Pages 12-23
    4. Ashok Joshi, Raghunath Nambiar, Michael Brey
      Pages 29-36
    5. Dimitri Vorona, Florian Funke, Alfons Kemper, Thomas Neumann
      Pages 37-44
    6. Umeshwar Dayal, Chetan Gupta, Ravigopal Vennelakanti, Marcos R. Vieira, Song Wang
      Pages 45-60
  3. Hadoop and MapReduce

    1. Front Matter
      Pages 61-61
    2. Avrilia Floratou, Fatma Özcan, Berni Schiefer
      Pages 63-72
    3. Shaikh Muhammad Allayear, Md. Salahuddin, Delwar Hossain, Sung Soon Park
      Pages 73-86
    4. Todor Ivanov, Roberto V. Zicari, Alejandro Buchmann
      Pages 87-98
  4. In-Memory, Data Generation and Graphs

    1. Front Matter
      Pages 99-99
    2. Ralf Teusner, Michael Perscheid, Malte Appeltauer, Jonas Enderlein, Thomas Klingbeil, Michael Kusber
      Pages 101-108
    3. Alexandru Iosup, Mihai Capotă, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu et al.
      Pages 109-131
    4. Martin Boissier, Carsten Meyer, Matthias Uflacker, Christian Tinnefeld
      Pages 132-144
    5. André Petermann, Martin Junghanns, Robert Müller, Erhard Rahm
      Pages 145-155
  5. Back Matter
    Pages 157-157

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Big Data Benchmarking, WBDB 2014, held in Potsdam, Germany, in August 2014.

The 13 papers presented in this book were carefully reviewed and selected from numerous submissions and cover topics such as benchmarks specifications and proposals, Hadoop and MapReduce - in the different context such as virtualization and cloud - as well as in-memory, data generation, and graphs.

Keywords

Bandwidth Benchmark Big data Bigbench Cloud computing Data generation Data management Data warehouse Databases Hadoop In-memory database In-memory systems Mapreduce-based systems Mixed workload Optimization Query processing SQL Scalability Transactions Virtualization

Editors and affiliations

  • Tilmann Rabl
    • 1
  • Kai Sachs
    • 2
  • Meikel Poess
    • 3
  • Chaitanya Baru
    • 4
  • Hans-Arno Jacobson
    • 5
  1. 1.University of TorontoTorontoCanada
  2. 2.SAP SEKölnGermany
  3. 3.Server TechnologiesOracle CorporationRedwood ShoresUSA
  4. 4.University of California at San DiegoLa Jolla, CAUSA
  5. 5.Middleware Systems Research GroupTorontoCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-20233-4
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-20232-7
  • Online ISBN 978-3-319-20233-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site