The implications from benchmarking three big data systems

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013

Volumn , Issue , 2013, Pages 31-38

  Quan, Jing ^a   Shi, Yingjie ^b   Zhao, Ming ^c   Yang, Wei ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^c FLORIDA INTERNATIONAL UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIG DATA; ENERGY UTILIZATION;

APPLICATION LEVEL; BIG DATA APPLICATIONS; COMPREHENSIVE EVALUATION; DATA CENTER SYSTEMS; FUNDAMENTAL COMPONENT; HARDWARE PLATFORM; IMPLEMENTATION APPROACH; RELATIVE PERFORMANCE;

BENCHMARKING;

EID: 84893272392     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2013.6691706     Document Type: Conference Paper

References (15)

1. Shirer, M., &Murray, S. (2011). IDC Predicts 2012 Will Be the Year of Mobile and Cloud Platform Wars as IT Vendors Vie for Leadership While the Industry Redefines Itself, International Data Corporation (IDC).
2. http://prof.ict.ac.cn/BigDataBench
3. http://hadoop.apache.org
4. Berezecki M, Frachtenberg E, Paleczny M, et al. Many-core key-value store. Green Computing Conference and Workshops (IGCC), 2011 International. IEEE, 2011: 1-8.
5. http://www-01.ibm.com/software/data/infosphere/hadoop
6. http://hpc.nrel.gov/systems
7. Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Jianfeng Zhan, Yongqiang He, Shiming Gong, Xiaona Li, Shujie Zhang, and Bizhu Qiu. BigDataBench: A Big Data Benchmark Suite from Web Search Engines. The Third Workshop on Architectures and Systems for Big Data(ASBD 2013) in conjunction with The 40th International Symposium on Computer Architecture, May 2013.
8. Chunjie Luo, Jianfeng Zhan, et al. CloudRank: Benchmarking and Ranking Private Cloud Computing System for Data Processing Applications. Institute of Computing Technology, Chinese Academy fo Sciences.
9. Inside Intel Core Microarchitecture and Smart Memory Access. White Paper of Inter Company
10. http://www.legitreviews.com/intel
11. Richard Schooler. Tilera Many-Core Processors for Cloud Applications. Tilera Corp.2011/12/2
12. Bell, S., Edwards, B., Amann, J., Conlin, R., Joyce, K., Leung, V., et al. (2008, February). Tile64-processor: A 64-core soc with mesh interconnect. In Solid-State Circuits Conference, 2008. ISSCC 2008. Digest of Technical Papers. IEEE International (pp. 88-598). IEEE.
13. Jia, Z., Zhou, R., Zhu, C., Wang, L., Gao, W., Shi, etc. The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. Lecture Node in Computer Science. 2013.
14. Jia, Zhen. and Wang, Lei. and Zhan, Jianfeng. and Zhang, Lixin and Chunjie Luo. Characterizing Data Analysis Workloads in Data Centers. 2013 IEEE International Symposium on Workload Characterization (IISWC 2013).
15. Diane Bryant, Jason Waxman. Introducing the First Datacenter Atom SOC. December 11, 2012.