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Big Data Benchmarks, Performance Optimization, and Emerging Hardware

6th Workshop, BPOE 2015, Kohala, HI, USA, August 31 - September 4, 2015. Revised Selected Papers

  • Jianfeng Zhan
  • Rui Han
  • Roberto V. Zicari
Conference proceedings BPOE 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9495)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9495)

Table of contents

  1. Front Matter
    Pages I-X
  2. Benchmarking

    1. Front Matter
      Pages 1-1
    2. Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Lizy K. John, Jiangtao Xu et al.
      Pages 10-21
  3. Benchmarking and Workload Characterization

    1. Front Matter
      Pages 23-23
    2. Wenliang Cheng, Chengyu Wang, Bing Xiao, Weining Qian, Aoying Zhou
      Pages 37-49
    3. Gang Lu, Xinlong Lin, Runlin Zhou
      Pages 50-63
  4. Performance Optimization and Evaluation

    1. Front Matter
      Pages 65-65
    2. Xinhui Tian, Gang Lu, Xiexuan Zhou, Jingwei Li
      Pages 67-80
    3. Ahsan Javed Awan, Mats Brorsson, Vladimir Vlassov, Eduard Ayguade
      Pages 81-92
    4. Zhuo Tang, Wen Ma, Rui Li, Kenli Li, Keqin Li
      Pages 93-106
    5. Runlin Zhou, Yanfei Lv, Dongjin Fan, Hong Zhang, Chunge Zhu
      Pages 107-116
  5. Emerging Hardware

    1. Front Matter
      Pages 117-117
    2. Adithya Bhat, Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Dipti Shankar, Dhabaleswar K. (DK) Panda
      Pages 119-132
    3. Shinichi Yamagiwa, Koichi Marumo, Hiroshi Sakamoto
      Pages 133-146
  6. Back Matter
    Pages 147-147

About these proceedings

Introduction

This book constitutes the thoroughly revised selected papers of the 6th workshop on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 2015, held in Kohala Coast, HI, USA, in August/September 2015 as satellite event of VLDB 2015, the 41st International Conference on Very Large Data Bases.

The 8 papers presented were carefully reviewed and selected from 10 submissions. The workshop focuses on architecture and system support for big data systems, aiming at bringing researchers and practitioners from data management, architecture, and systems research communities together to discuss the research issues at the intersection of these areas. This book also invites three papers from several industrial partners, including two papers describing tools used in system benchmarking and monitoring and one paper discussing principles and methodologies in existing big data benchmarks.

Keywords

cloud computing data management knowledge graph performance social network analytics architectures benchmark big data communication protocol databases emerging tools and methodologies hadoop hardware lossless data compression mapreduce measurement online social networks optimization scalability

Editors and affiliations

  • Jianfeng Zhan
    • 1
  • Rui Han
    • 2
  • Roberto V. Zicari
    • 3
  1. 1.Institute of ComputingChinese Academy of SciencesBeijingChina
  2. 2.ICT, Chinese Academy of SciencesBeijingChina
  3. 3.FB12 - DBIS (5. Stock)Goethe Universität FrankfurtFrankfurtGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-29006-5
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-29005-8
  • Online ISBN 978-3-319-29006-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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