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.
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
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
Time |
Topic |
Speaker |
|
9:00-9:05 |
Opening remark[PPT] |
Professor Jianfeng Zhan |
ICT, CAS and University of CAS |
9:05-9:35 |
A Benchmark to Evaluate Mobile Video Upload to Cloud Infrastructures[PPT] |
Afsin Akdogan, Hien To, Seon Ho Kim and Cyrus Shahabi. |
University of Southern California |
9:35-10:05 |
A Study of SQL-on-Hadoop Systems[PPT] |
Yueguo Chen, Xiongpai Qin, Xiaoyong Du and Jiaheng Lu. |
Renmin University of China |
10:05-10:30 |
Tea break |
||
10:30-11:00 |
A Micro-benchmark Suite for Evaluating Hadoop MapReduce on High-Performance Networks[PPT] |
Dipti Shankar, Xiaoyi Lu, Md Rahman, Nusrat Islam and Dhabaleswar Panda. |
The Ohio State University |
11:00-11:30 |
Predoop: Preempting Reduce Task for job execution acceleration[PPT] |
Yi Liang, Yufeng Wang, Minglu Fan, Chen Zhang, and Yuqing Zhu. |
Beijing University of Technology |
11:30-12:00 |
MemTest: A Novel Benchmark for In-Memory Database[PPT] |
Qiangqiang Kang, Cheqing Jin, Zhao Zhang and Aoying Zhou. |
East China Normal University |
Afternoon
Session chair: Dr. Xiaoyi Lu
Time |
Topic |
Speaker |
|
14:00-14:30 |
Record Placement Based on Data Skew Using Solid State Drives[PPT] |
Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael Franklin and Ion Stoica |
NEC and University of California, Berkeley |
14:30-15:00 |
InvarNet-X: A Comprehensive Invariant based Performance Diagnosis in Big Data Platform[PPT] |
Pengfei Chen, Yong Qi, Di Hou and Huachong Sun. |
Xi’an Jiaotong University |
15:00-15:30 |
Tea break |
||
15:30-16:00 |
DSIMBench: A benchmark for Microarray data using R[PPT] |
Shicai Wang, Ioannis Pandis, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen and Yike Guo |
Imperial College London |
16:00-16:30 |
Benchmarking Replication and Consistency Strategies in Cloud Severing Databases: HBase and Cassandra |
Huajin Wang, Jianhui Li, Haiming Zhang and Yuanchun Zhou. |
Computer Network Information Center, Chinese Academy of Sciences |
16:30-17:00 |
Efficient HTTP based I/O on very large dataset for high performance computing with the Libdavix library[PPT] |
Adrien Devresse and Fabrizio Furano |
CERN, European Organization for Nuclear Research |
17:00-17:20 |
Closing remark and announcement of Best Paper Award[PPT] |
Dr 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
Phote Gallery
Opening remark
Professor Jianfeng Zhan
Speaker
Dr. Adrien Devresse
Dr. Afsin Akdogan
Dr. Yueguo Chen
Dr. Rui Han
Dr. Xiaoyi Lu
Mr. Qiangqiang Kang
Dr. Pengfei Chen
Dr. Jun Suzuki
Mr. Shicai Wang
Dr. Haijun Wang
Audience
Best paper award
Professor Jianfeng Zhan and Dr. Jun Suzuki
Closing remark
Dr. Rui Han
Previous Events
Workshop |
Dates |
Location |
October 7, 2013 |
IEEE BigData Conference, San Jose, CA |
|
October 31,2013 |
CCF HPC China, Guilin, China |
|
December 5,2013 |
CCF Big Data Technology Conference 2013, BeiJing, China |
|
March 1, 2014 |
ASPLOS 2014, Salt Lake City, Utah, USA |