Big Data Benchmarks, Performance Optimization, and Emerging Hardware

4th and 5th Workshops, BPOE 2014, Salt Lake City, USA, March 1, 2014 and Hangzhou, China, September 5, 2014, Revised Selected Papers

  • Jianfeng Zhan
  • Rui Han
  • Chuliang Weng
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8807)

Table of contents

  1. Front Matter
    Pages I-X
  2. Topical Section Headings: Benchmarking

    1. Front Matter
      Pages 1-1
    2. Rui Han, Xiaoyi Lu, Jiangtao Xu
      Pages 3-18
    3. Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat Islam, Dhabaleswar K. (DK) Panda
      Pages 19-33
    4. Qiangqiang Kang, Cheqing Jin, Zhao Zhang, Aoying Zhou
      Pages 34-46
    5. Shicai Wang, Ioannis Pandis, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen et al.
      Pages 47-56
    6. Afsin Akdogan, Hien To, Seon Ho Kim, Cyrus Shahabi
      Pages 57-70
    7. Huajin Wang, Jianhui Li, Haiming Zhang, Yuanchun Zhou
      Pages 71-82
  3. Topical Section Headings: Workload Characterization

    1. Front Matter
      Pages 83-83
    2. Fengfeng Pan, Yinliang Yue, Jin Xiong, Daxiang Hao
      Pages 85-97
    3. Xiajun Wang, Song Huang, Song Fu, Krishna Kavi
      Pages 98-108
  4. Topical Section Headings: Performance Optimization and Evaluation

    1. Front Matter
      Pages 109-109
    2. Fan Liang, Chen Feng, Xiaoyi Lu, Zhiwei Xu
      Pages 111-123
    3. Kamal Kc, Vincent W. Freeh
      Pages 141-153
    4. Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du et al.
      Pages 154-166
    5. Yi Liang, Yufeng Wang, Minglu Fan, Chen Zhang, Yuqing Zhu
      Pages 167-180
    6. Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael Franklin, Ion Stoica
      Pages 181-193
  5. Topical Section Headings: Emerging Hardware

    1. Front Matter
      Pages 207-207

About these proceedings

Introduction

This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

Keywords

BigBench MapReduce-based systems architectures cloud computing data management data warehouse database database management system databases emerging architectures emerging tools and methodologies evaluation hardware measurement optimization performance performance modeling scalability transactions

Editors and affiliations

  • Jianfeng Zhan
    • 1
  • Rui Han
    • 2
  • Chuliang Weng
    • 3
  1. 1.ICT, Chinese Academy of SciencesBeijingChina
  2. 2.ICT, Chinese Academy of SciencesBeijingChina
  3. 3.Shannon (IT) Lab.HuaweiChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-13021-7
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-13020-0
  • Online ISBN 978-3-319-13021-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349