Improving the network energy efficiency in MapReduce systems

Proceedings - International Conference on Computer Communications and Networks, ICCCN

Volumn , Issue , 2013, Pages

  Wang, Lin ^a,b   Zhang, Fa ^a   Liu, Zhiyong ^a,c  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Data center networks; Energy efficiency; MapReduce; Traffic engineering; Virtual machine assignment

Indexed keywords

APPROXIMATE ALGORITHMS; DATA CENTER NETWORKINGS; DATA CENTER NETWORKS; ENERGY EFFICIENT ROUTING; MAP-REDUCE; TRAFFIC ENGINEERING; UNIFIED MODELING; VIRTUAL MACHINES;

COMPUTER SIMULATION;

ENERGY EFFICIENCY;

EID: 84891415826     PISSN: 10952055     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCN.2013.6614143     Document Type: Conference Paper

References (19)

1. J. Dean and S. Ghemawat, "Mapreduce: Simplified data processing on large clusters," in OSDI, 2004, pp. 137-150.
2. U.s. environmental protection agency's data center report to congress. [Online]. Available: http://tinyurl.com/2jz3ft
3. D. Abts, M. R. Marty, P. M. Wells, P. Klausler, and H. Liu, "Energy proportional datacenter networks," in ISCA, 2010, pp. 338-347.
4. B. Heller, S. Seetharaman, P. Mahadevan, Y. Yiakoumis, P. Sharma, S. Banerjee, and N. McKeown, "Elastictree: Saving energy in data center networks," in NSDI, 2010, pp. 249-264.
5. Y. Shang, D. Li, and M. Xu, "Energy-aware routing in data center network," in Green Networking, 2010, pp. 1-8.
6. P. Mahadevan, S. Banerjee, P. Sharma, A. Shah, and P. Ranganathan, "On energy efficiency for enterprise and data center networks," IEEE Communications Magazine, vol. 49, no. 8, pp. 94-100, 2011.
7. X. Wang, Y. Yao, X. Wang, K. Lu, and Q. Cao, "Carpo: Correlationaware power optimization in data center networks," in INFOCOM, 2012, pp. 1125-1133.
8. N. Vasic, P. Bhurat, D. M. Novakovic, M. Canini, S. Shekhar, and D. Kostic, "Identifying and using energy-critical paths," in CoNEXT, 2011, p. 18.
9. J.W. Jiang, T. Lan, S. Ha, M. Chen, and M. Chiang, "Joint vm placement and routing for data center traffic engineering," in INFOCOM, 2012, pp. 2876-2880.
10. L. Huang, Q. Jia, X. Wang, S. Yang, and B. Li, "Pcube: Improving power efficiency in data center networks," in IEEE CLOUD, 2011, pp. 65-72.
11. T. Benson, A. Anand, A. Akella, and M. Zhang, "Understanding data center traffic characteristics," in WREN, 2009, pp. 65-72.
12. M. Al-Fares, A. Loukissas, and A. Vahdat, "A scalable, commodity data center network architecture," in SIGCOMM, 2008, pp. 63-74.
13. C. Guo, G. Lu, D. Li, H. Wu, X. Zhang, Y. Shi, C. Tian, Y. Zhang, and S. Lu, "Bcube: a high performance, server-centric network architecture for modular data centers," in SIGCOMM, 2009, pp. 63-74.
14. C. Guo, H. Wu, K. Tan, L. Shi, Y. Zhang, and S. Lu, "Dcell: a scalable and fault-tolerant network structure for data centers," in SIGCOMM, 2008, pp. 75-86.
15. M. Andrews, A. Fernández Anta, L. Zhang, and W. Zhao, "Routing for energy minimization in the speed scaling model," in INFOCOM, 2010, pp. 2435-2443.
16. D. Xie, N. Ding, Y. C. Hu, and R. R. Kompella, "The only constant is change: incorporating time-varying network reservations in data centers," in SIGCOMM, 2012, pp. 199-210.
17. T. C. Koopmans and M. Beckmann, "Assignment problems and the location of economic activities," Econometrica, vol. 25, no. 53-76, 1957.
18. L. Wang, A. Fernández Anta, F. Zhang, C. Hou, and Z. Liu, "Energyefficient network routing with discrete cost functions," in TAMC, 2012, pp. 307-318.
19. Cplex. [Online]. Available: http://www.ilog.com/products/cplex