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Created: 2026-07-16

Updated: 2026-07-16

Introduction#

Big data has emerged as a strategic property of nations and organizations. There are driving needs to generate values from big data. However, the sheer volume of big data requires significant storage capacity, transmission bandwidth, computations, and power consumption. It is expected that systems with unprecedented scales can resolve the problems caused by varieties of big data with daunting volumes. Nevertheless, without big data benchmarks, it is very difficult for big data owners to make choice on which system is best for meeting with their specific requirements. They also face challenges on how to optimize the systems and their solutions for specific or even comprehensive workloads. Meanwhile, researchers are also working on innovative data management systems, hardware architectures, operating systems, and programming systems to improve performance in dealing with big data.

This workshop, the fifth its series, 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.

Workshop date: September 5, 2014

Call for Papers#

Topics#

The workshop seeks papers that address hot topic issues in benchmarking, designing and optimizing big data systems. Specific topics of interest include but are not limited to:

  • Big data workload characterization and benchmarking
  • Performance analysis of big data systems
  • Workload-optimized big data systems
  • Innovative prototypes of big data infrastructures
  • Emerging hardware technologies in big data systems
  • Operating systems support for big data systems
  • Interactions among architecture, systems and data management
  • Hardware and software co-design for big data
  • Practice report of evaluating and optimizing large-scale big data systems

Papers should present original research. As big data spans many disciplines, papers should provide sufficient background material to make them accessible to the broader community.

Download Call for Papers PDF

Paper Submissions#

Papers must be submitted in PDF. We will accept 12-page papers in Springer LNCS style: http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0. The submissions will be judged based on their originality, significance, relevance, and clarity of presentation. The workshop proceeding will be published by Springer LNCS (indexed by EI). About 3 best papers will be recommended for IEEE Transactions on Emerging Topics in Computing (TETC) Special issue on Big Data Benchmarks, Performance Optimization, and Emerging Hardware.

Submission site: https://www.easychair.org/conferences/?conf=bpoe05

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Important Dates#

Abstract (not mandatory) due: June 15, 2014

Papers due: June 30, 2014 (Extended to July 3rd, HARD DEADLINE)

Notification of acceptance: July 15, 2014

Camera-ready: July 30, 2014

Workshop session: September 5, 2014

Program#

September 5th, 2014

Best paper award will be announced at the end of the workshop!

The conference organizers will designate ONE paper accepted to the conference as the BPOE Best Paper. Every accepted paper is automatically eligible for this award.

The winner of this award will receive a certificate with the name of the award, to be awarded at the BPOE Workshop that year.

The main criterion for selecting the best paper is as follows: solving a ground-breaking research problem; proposing a novel technique with strong theoretical or empirical results; introducing an interesting and important new problem, and etc.

Morning

Session chair: Dr. Rui Han and Dr. Yueguo Chen

TimeTopicSpeaker-
9:00-9:05Opening remarkProfessor Jianfeng ZhanICT, CAS and University of CAS
9:05-9:35A Benchmark to Evaluate Mobile Video Upload to Cloud InfrastructuresAfsin Akdogan, Hien To, Seon Ho Kim and Cyrus Shahabi.University of Southern California
9:35-10:05A Study of SQL-on-Hadoop SystemsYueguo Chen, Xiongpai Qin, Xiaoyong Du and Jiaheng Lu.Renmin University of China
10:05-10:30Tea break--
10:30-11:00A Micro-benchmark Suite for Evaluating Hadoop MapReduce on High-Performance NetworksDipti Shankar, Xiaoyi Lu, Md Rahman, Nusrat Islam and Dhabaleswar Panda.The Ohio State University
11:00-11:30Predoop: Preempting Reduce Task for job execution accelerationYi Liang, Yufeng Wang, Minglu Fan, Chen Zhang, and Yuqing ZhuBeijing University of Technology
11:30-12:00MemTest: A Novel Benchmark for In-Memory DatabaseQiangqiang Kang, Cheqing Jin, Zhao Zhang and Aoying ZhouEast China Normal University
Afternoon

Session chair: Dr. Xiaoyi Lu

TimeTopicSpeaker-
14:00-14:30Record Placement Based on Data Skew Using Solid State DrivesJun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael Franklin and Ion StoicaNEC and University of California, Berkeley
14:30-15:00nvarNet-X: A Comprehensive Invariant based Performance Diagnosis in Big Data PlatformPengfei Chen, Yong Qi, Di Hou and Huachong Sun.Xi鈥檃n Jiaotong University
15:00-15:30Tea break--
15:30-16:00DSIMBench: A benchmark for Microarray data using RShicai Wang, Ioannis Pandis, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen and Yike GuoImperial College London
16:00-16:30Benchmarking Replication and Consistency Strategies in Cloud Severing Databases: HBase and CassandraHuajin Wang, Jianhui Li, Haiming Zhang and Yuanchun Zhou.Computer Network Information Center, Chinese Academy of Sciences
16:30-17:00Efficient HTTP based I/O on very large dataset for high performance computing with the Libdavix libraryAdrien Devresse and Fabrizio FuranoCERN, European Organization for Nuclear Research
17:00-17:20Closing remark and announcement of Best Paper AwardDr Rui Han-

Venue Information#

publish latter

Contact information#

Rui Han?hanrui@ict.ac.cn)

Organization#

Steering committee:#

  • Christos Kozyrakis, Stanford
  • Xiaofang Zhou, University of Queensland
  • Dhabaleswar K Panda, Ohio State University
  • Aoying Zhou, East China Normal University
  • Raghunath Nambiar, Cisco
  • Lizy K John, University of Texas at Austin
  • Xiaoyong Du, Renmin University of China
  • Ippokratis Pandis, IBM Almaden Research Center
  • Xueqi Cheng, ICT, Chinese Academy of Sciences
  • Bill Jia, Facebook
  • Lidong Zhou, Microsoft Research Asia
  • H. Peter Hofstee, IBM Austin Research Laboratory
  • Alexandros Labrinidis, University of Pittsburgh
  • Cheng-Zhong Xu, Wayne State University
  • Jianfeng Zhan, ICT, Chinese Academy of Sciences
  • Guang R. Gao, University of Delaware.
  • Yunquan Zhang, ICT, Chinese Academy of Sciences

General Chair: Jianfeng Zhan

Program Co-Chair: Rui Han and Yingjie Shi

Web Chair: Rui Han, ICT, Chinese Academy of Sciences

Keynote speaker

TBD

Program Committee#

  • Bingsheng He, Nanyang Technological University
  • Xu Liu, Rice University
  • Rong Chen, Shanghai Jiao Tong University
  • Weijia Xu, Texas Advanced Computing Center, University of Texas at Austin
  • Lijie Wen, School of Software, Tsinghua University
  • Dejun Jiang, Institute of Computing Technology Chinese Academy of Sciences
  • Xiaoyi Lu, The Ohio State University
  • Mauricio Breternitz, AMD Research
  • Rene Mueller, IBM Research
  • Lei Wang, Institute of computing technology, Chinese Academy of Sciences
  • Xiaoyu Zhang, CSHUST
  • Yueguo Chen, Renmin University
  • Seetharami Seelam, IBM
  • Edwin Sha, Chongqing University
  • Mingyu Chen, Institute of Computing Technology, Chinese Academy of Sciences
  • Yinliang Yue, ICT
  • Hoyoung Jeung, SAP Research Brisbane, Australia
  • Jian Ouyang, baidu
  • Zhenyu Guo, Microsoft
  • Guangyan Zhang, Tsinghua University
  • Cheqing Jin, East China Normal University
  • Tilmann Rabl? University of Toronto
  • Jiuyang Tang, National University of Defense Technology
  • Farhan Tauheed EPFL

Opening remark#

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Professor Jianfeng Zhan

Speaker#

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Dr. Adrien Devresse

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Dr. Afsin Akdogan

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Dr. Yueguo Chen

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Dr. Rui Han

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Dr. Xiaoyi Lu

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Mr. Qiangqiang Kang

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Dr. Pengfei Chen

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Dr. Jun Suzuki

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Mr. Shicai Wang

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Dr. Haijun Wang

Audience#

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Best paper award#

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Professor Jianfeng Zhan and Dr. Jun Suzuki

Closing remark#

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Dr. Rui Han

Previous Events#

WorkshopDatesLocation
BPOE-1October 7, 2013IEEE Big Data Conference, San Jose, CA
BPOE-2October 31, 2013CCF HPC China, Guilin, China
BPOE-3December 5,2013CCF Big Data Technology Conference 2013, BeiJing, China
BPOE-4March 1, 2014ASPLOS 2014, Salt Lake City, Utah, USA