Task scheduling and server provisioning for energy-efficient cloud-computing data centers

Proceedings - International Conference on Distributed Computing Systems

Volumn , Issue , 2013, Pages 226-231

  Liu, Ning ^a   Dong, Ziqian ^b   Rojas Cessa, Roberto ^c  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b NEW YORK INSTITUTE OF TECHNOLOGY   (United States)

^c NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Cloud computing; Energy; Greedy Algorithm; Green data centers; Integer Programming; Task Scheduling

Indexed keywords

ENERGY; ENERGY EXPENDITURE; GREEDY ALGORITHMS; GREEN DATA CENTERS; INTEGER PROGRAMMING PROBLEMS; OPTIMIZATION MODELING; RESPONSE-TIME CONSTRAINT; TASK-SCHEDULING;

CLOUD COMPUTING; COMPUTER SYSTEMS; ENERGY UTILIZATION; INTEGER PROGRAMMING; MULTITASKING; SCHEDULING; SCHEDULING ALGORITHMS;

ENERGY EFFICIENCY;

EID: 84893234490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDCSW.2013.68     Document Type: Conference Paper

References (27)

1. "Google docs," http://docs.google.com.
2. "Amazon web services," http://aws.amazon.com.
3. "Azure services platform," http://www.microsoft.com/azure.
4. "IBM smart business services," http://www.ibm.com/ibm/cloud.
5. C. D. Patel and A. J. Shah, "Cost model for planning, development and operation of a data center," http://www.hpl.hp.com/techreports/2005/ HPL-2005-107R1.pdf.
6. J. Baliga, R. Ayre, K. Hinton, and R. Tucker, "Green cloud computing: Balancing energy in processing, storage, and transport," in Proceedings of the IEEE, vol. 99, no. 1, January 2011, pp. 149-167.
7. "Power, pollution and the internet." [Online]. Available: http://www.nytimes.com/2012/09/23/technology/data-centerswaste-vast-Amounts-of- energy-belying-industry-image.html
8. "Data center energy consumption trends." [Online]. Available: http://www1.eere.energy.gov/femp/program/dc energy consumption.html
9. C. Clos, "A study of non-blocking switching networks," in Bell Systems Technical Journal, 1953, pp. 406-424.
10. E. Oki, Z. Jing, R. Rojas-Cessa, and H. Chao, "Concurrent round-robinbased dispatching schemes for Clos-network switches," in IEEE/ACM Trans. on Networking., vol. 10, no. 6, 2002, pp. 830-844.
11. K. Pun and M. Hamdi, "Dispatching schemes for clos-network switches," Computer Networks, vol. 44, no. 5, pp. 667-679, 2004.
12. C. Minkenberg and M. Gusat, "Speculative flow control for high-radix datacenter interconnect routers," in Parallel and Distributed Processing Symposium, 2007. IPDPS 2007. IEEE International. IEEE, 2007, pp. 1-10.
13. M. Hamdi, "Building next generation massive data centers," Security-Enriched Urban Computing and Smart Grid, pp. 11-11, 2011.
14. B. Heller, S. Seetharaman, P. Mahadevan, Y. Yiakoumis, P. Sharma, S. Banerjee, and N. McKeown, "Elastictree: saving energy in data center networks," in Proceedings of the 7th USENIX conference on Networked systems design and implementation, 2010, pp. 17-17.
15. C. Minkenberg, R. Luijten, F. Abel, W. Denzel, and M. Gusat, "Current issues in packet switch design," ACM SIGCOMM Computer Communication Review, vol. 33, no. 1, pp. 119-124, 2003.
16. "Data center energy consumption trends." [Online]. Available: http://www1.eere.energy.gov/femp/ program/ dc energy consumption.html
17. A. Bohra and V. Chaudhary, "Vmeter: Power modelling for virtualized clouds," in Parallel Distributed Processing, Workshops and Phd Forum (IPDPSW), 2010 IEEE International Symposium on, April 2010, pp. 1-8.
18. I. Goiri, F. Juli and, R. Nou, J. Berral, J. Guitart, and J. Torres, "Energyaware scheduling in virtualized datacenters," in Cluster Computing (CLUSTER), 2010 IEEE International Conference on, sept. 2010, pp. 58-67.
19. A. Beloglazov and R. Buyya, "Energy efficient resource management in virtualized cloud data centers," in Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing. Washington, DC, USA: IEEE Computer Society, 2010, pp. 826-831. [Online]. Available: http://dx.doi.org/10.1109/CCGRID.2010.46
20. P. Mahadevan, P. Sharma, S. Banerjee, and P. Ranganathan, "Energy aware network operations," in INFOCOM Workshops 2009, IEEE, April 2009, pp. 1-6.
21. Q. Tang, S. Gupta, and G. Varsamopoulos, "Energy-efficient thermalaware task scheduling for homogeneous high-performance computing data centers: A cyber-physical approach," in Parallel and Distributed Systems, IEEE Transactions on, vol. 19, no. 11, Nov. 2008, pp. 1458-1472.
22. B. Shi and A. Srivastava, "Thermal and power-Aware task scheduling for hadoop based storage centric datacenters," in Green Computing Conference, 2010 International, Aug. 2010, pp. 73-83.
23. R. Raghavendra, P. Ranganathan, V. Talwar, Z. Wang, and X. Zhu, "No "power" struggles: coordinated multi-level power management for the data center," in Proceedings of the 13th international conference on Architectural support for programming languages and operating systems, ser. ASPLOS XIII. New York, NY, USA: ACM, 2008, pp. 48-59. [Online]. Available: http://doi.acm.org/10.1145/1346281.1346289
24. A.-H. Mohsenian-Rad and A. Leon-Garcia, "Optimal residential load control with price prediction in real-time electricity pricing environments," Smart Grid, IEEE Transactions on, vol. 1, no. 2, pp. 120-133, sept. 2010.
25. A. Tam, K. Xi, and H. Chao, "Use of devolved controllers in data center networks," in Computer Communications Workshops (INFOCOM WKSHPS), 2011 IEEE Conference on. IEEE, 2011, pp. 596-601.
26. S. Khan and I. Ahmad, "Non-cooperative, semi-cooperative, and cooperative games-based grid resource allocation," in Parallel and Distributed Processing Symposium, 2006. IPDPS 2006. 20th International, april 2006, p. 10 pp.
27. N. Liu, Z. Dong, and R. Rojas-Cessa, "Task and server assignment for reduction of energy consumption in datacenters," in the 11th IEEE International Symposium on Network Computing and Applications, IEEE NCA12, August 2012, pp. 1-4.