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  • Conference proceedings
  • © 2016

Big Data Benchmarking

6th International Workshop, WBDB 2015, Toronto, ON, Canada, June 16-17, 2015 and 7th International Workshop, WBDB 2015, New Delhi, India, December 14-15, 2015, Revised Selected Papers

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10044)

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 2015. WBDB 2015.

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Table of contents (7 papers)

  1. Front Matter

    Pages I-IX
  2. Future Challenges

    1. Front Matter

      Pages 1-1
    2. Big Data, Simulations and HPC Convergence

      • Geoffrey Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve
      Pages 3-17
  3. New Benchmark Proposals

    1. Front Matter

      Pages 19-19
    2. Benchmarking Fast-Data Platforms for the Aadhaar Biometric Database

      • Yogesh Simmhan, Anshu Shukla, Arun Verma
      Pages 21-39
    3. Towards a General Array Database Benchmark: Measuring Storage Access

      • George Merticariu, Dimitar Misev, Peter Baumann
      Pages 40-67
  4. Supporting Technology

    1. Front Matter

      Pages 69-69
    2. ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis

      • Nicolas Poggi, Josep Ll. Berral, David Carrera
      Pages 71-84
  5. Experimental Results

    1. Front Matter

      Pages 85-85
    2. Benchmarking the Availability and Fault Tolerance of Cassandra

      • Marten Rosselli, Raik Niemann, Todor Ivanov, Karsten Tolle, Roberto V. Zicari
      Pages 87-95
    3. Performance Evaluation of Spark SQL Using BigBench

      • Todor Ivanov, Max-Georg Beer
      Pages 96-116
    4. Accelerating BigBench on Hadoop

      • Yan Tang, Gowda Bhaskar, Jack Chen, Xin Hao, Yi Zhou, Yi Yao et al.
      Pages 117-127
  6. Back Matter

    Pages 129-129

Other Volumes

  1. Big Data Benchmarking

  2. Big Data Benchmarking

About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 6th International Workshop on Big Data Benchmarking, WBDB 2015, held in Toronto, ON, Canada, in June 2015 and the 7th International Workshop, WBDB 2015, held in New Delhi, India, in December 2015.

The 8 full papers presented in this book were carefully reviewed and selected from 22 submissions. They deal with recent trends in big data and HPC convergence, new proposals for big data benchmarking, as well as tooling and performance results.  

Editors and Affiliations

  • Technical University of Berlin, Berlin, Germany

    Tilmann Rabl

  • Cisco Systems, Inc., San Jose, USA

    Raghunath Nambiar

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

    Chaitanya Baru

  • Ampool, Inc., Santa Clara, USA

    Milind Bhandarkar

  • Oracle Corporation, Redwood Shores, USA

    Meikel Poess

  • Indian Institute of Public Health, Hyderabad, India

    Saumyadipta Pyne

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