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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

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Tilmann Rabl

    1. Technical University of Berlin, Berlin, Germany

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  2. Raghunath Nambiar

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

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  3. Chaitanya Baru

    1. University of California at San Diego, La Jolla, USA

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  4. Milind Bhandarkar

    1. Ampool, Inc., Santa Clara, USA

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  5. Meikel Poess

    1. Oracle Corporation, Redwood Shores, USA

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  6. Saumyadipta Pyne

    1. Indian Institute of Public Health, Hyderabad, India

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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)

Included in the following conference series:

Conference proceedings info: WBDB 2015. WBDB 2015.

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Table of contents (7 papers)

  1. Front Matter

    Pages I-IX
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  2. Future Challenges

    1. Front Matter

      Pages 1-1
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    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
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    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
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    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
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    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
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Other volumes

  1. Big Data Benchmarking

  2. Big Data Benchmarking

Keywords

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

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