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  • Conference proceedings
  • © 2015

Big Data Benchmarking

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

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

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Conference series link(s): WBDB: Workshop on Big Data Benchmarks

Conference proceedings info: WBDB 2014.

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Table of contents (13 papers)

  1. Front Matter

    Pages I-X
  2. Benchmark Specifications and Proposals

    1. Front Matter

      Pages 1-1
    2. Towards a Complete BigBench Implementation

      • Tilmann Rabl, Michael Frank, Manuel Danisch, Bhaskar Gowda, Hans-Arno Jacobsen
      Pages 3-11
    3. BW-EML SAP Standard Application Benchmark

      • Heiko Gerwens, Tobias Kutning
      Pages 12-23
    4. Benchmarking Internet of Things Solutions

      • Ashok Joshi, Raghunath Nambiar, Michael Brey
      Pages 29-36
    5. Benchmarking Elastic Query Processing on Big Data

      • Dimitri Vorona, Florian Funke, Alfons Kemper, Thomas Neumann
      Pages 37-44
    6. An Approach to Benchmarking Industrial Big Data Applications

      • 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. Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?

      • Avrilia Floratou, Fatma Özcan, Berni Schiefer
      Pages 63-72
    3. The Emergence of Modified Hadoop Online-Based MapReduce Technology in Cloud Environments

      • Shaikh Muhammad Allayear, Md. Salahuddin, Delwar Hossain, Sung Soon Park
      Pages 73-86
    4. Benchmarking Virtualized Hadoop Clusters

      • Todor Ivanov, Roberto V. Zicari, Alejandro Buchmann
      Pages 87-98
  4. In-Memory, Data Generation and Graphs

    1. Front Matter

      Pages 99-99
    2. PopulAid: In-Memory Test Data Generation

      • Ralf Teusner, Michael Perscheid, Malte Appeltauer, Jonas Enderlein, Thomas Klingbeil, Michael Kusber
      Pages 101-108
    3. Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics

      • Alexandru Iosup, Mihai Capotă, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu et al.
      Pages 109-131
    4. And All of a Sudden: Main Memory Is Less Expensive Than Disk

      • Martin Boissier, Carsten Meyer, Matthias Uflacker, Christian Tinnefeld
      Pages 132-144
    5. FoodBroker - Generating Synthetic Datasets for Graph-Based Business Analytics

      • André Petermann, Martin Junghanns, Robert Müller, Erhard Rahm
      Pages 145-155
  5. Back Matter

    Pages 157-157

Other Volumes

  1. Big Data Benchmarking

About this book

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.

Editors and Affiliations

  • University of Toronto, Toronto, Canada

    Tilmann Rabl

  • SAP SE, Köln, Germany

    Kai Sachs

  • Server Technologies, Oracle Corporation, Redwood Shores, USA

    Meikel Poess

  • University of California at San Diego, La Jolla, CA, USA

    Chaitanya Baru

  • Middleware Systems Research Group, Toronto, Canada

    Hans-Arno Jacobson

Bibliographic Information

Buy it now

Buying options

eBook USD 34.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 44.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access