Probabilistic demand allocation for cloud service brokerage

Proceedings - IEEE INFOCOM

Volumn 2016-July, Issue , 2016, Pages

  Qiu, Chenxi ^a   Shen, Haiying ^a   Chen, Liuhua ^a  

^a Clemson University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COSTS; DISTRIBUTED DATABASE SYSTEMS; ERRORS; FORECASTING; NONLINEAR PROGRAMMING;

ACCURATE PREDICTION; DEMAND ALLOCATION; DEMAND PREDICTION; NONLINEAR PROGRAMMING PROBLEM; PREDICTION ERRORS; PROBLEM SOLUTIONS; SEASONAL PERIODS; SERVICE LEVEL AGREEMENTS;

PROBLEM SOLVING;

EID: 84983283390     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFOCOM.2016.7524611     Document Type: Conference Paper

References (24)

1. Gartner, "http://www.gartner.com/.
2. Z. C. Computing, "http://www.zimory.com/.
3. R. Buyya, C. S. Yeo, J. B. S. Venugopal and, and I. Brandic, "Cloud computing and emerging it platforms: Vision, hype, and reality for delivering computing as the 5th utility.," Future Generation Computer Systems, 2009.
4. A. C. Compute, "http://aws.amazon.com/ec2/hpc-applications/," 2011.
5. D. Niu, C. Feng, and B. Li, "A theory of cloud bandwidth pricing for video-on-demand providers.," in Proc. of INFOCOM, 2012.
6. L. Chen and H. Shen, "Consolidating complementary vms with spatial/temporal-awareness in cloud datacenters.," in Proc. of Infocom, 2013.
7. S. Lee, R. Panigrahy, V. Prabhakaran, V. Ramasubramanian, K. Talwar, L. Uyeda, and U. Wieder, "Validating heuristics for virtual machines consolidation," 2011.
8. S. Srikantaiah, A. Kansal, and F. Zhao, "Energy aware consolidation for cloud computing.," in Proc. of HotPower, 2008.
9. C. Tang, M. Steinder, M. Spreitzer, and G. Pacifici, "A scalable application placement controller for enterprise data centers.," in Proc. of WWW, 2007.
10. T. Wood, P. J. Shenoy, A. Venkataramani, and M. S. Yousif., "Blackbox and gray-box strategies for virtual machine migration.," in Proc. of NSDI, 2007.
11. Z. Shen, S. Subbiah, X. Gu, and J. Wilkes, "Cloudscale: Elastic resource scaling for multi-tenant cloud systems.," in Proc. of SOCC, 2011.
12. R. N. Bracewell, The Hartley Transform. Oxford Univ. Press, New York, 1986.
13. G. cluster data., "https://code.google.com/p/googleclusterdata/.
14. S. M. Ross, Introduction to Probability Models, 8th Edition. Amsterdam: Academic Press, 2003.
15. M. Bazaraa, H. Sherali, and C. Shetty, "Nonlinear programming: Theory and algorithms.," Wiley Interscience, 2006.
16. "Amazon EC2." http://aws.amazon.com/ec2.
17. D. Niu, Z. Liu, B. Li, and S. Zhao, "Demand forecast and performance prediction in peer-assisted on-demand streaming systems.," in Proc. of Infocom, 2011.
18. G. E. P. Box, G. M. Jenkins, and G. C. Reinsel, Time Series Analysis: Forecasting and Control. WILEY, 2008.
19. P. X. Gao, A. R. Curtis, B. Wong, and S. Keshav, "Its not easy being green.," in Proc. of Sigcomm, 2012.
20. R. N. Bracewell, "The fast hartley transform.," in Proc. of IEEE, 1986.
21. H. S. Hou, "The fast hartley transform algorithm algorithm.," 1987.
22. F. TA and R. MG, "Greedy randomized adaptive search procedures.," Journal of global optimization, 1995.
23. "lookbusy." http://devin.com/lookbusy/.
24. M. G. S. Zaourar, "Variable size vector bin packing heuristics application to the machine reassignment problem.," Distributed, Parallel, and Cluster Computing.