Dynamic resource management in clouds: A probabilistic approach

IEICE Transactions on Communications

Volumn E95-B, Issue 8, 2012, Pages 2522-2529

  Gonç, Paulo ^a   Roy, Shubhabrata ^a   Begin, Thomas ^a   Loiseau, Patrick ^b  

^a UNIVERSITÉ DE LYON   (France)

^b EURECOM   (France)

Author keywords

Buzz flash crowd; Cloud networking; Epidemic model; Large deviation principle; Resource management; Service level agreements; Video on demand; Workload generator

Indexed keywords

NATURAL RESOURCES MANAGEMENT; RESOURCE ALLOCATION;

BUZZ/FLASH CROWD; CLOUD NETWORKINGS; EPIDEMIC MODELING; LARGE DEVIATION PRINCIPLE; RESOURCE MANAGEMENT; SERVICE LEVEL AGREEMENTS; WORKLOAD GENERATORS;

VIDEO ON DEMAND;

EID: 84864751481     PISSN: 09168516     EISSN: 17451345     Source Type: Journal    
DOI: 10.1587/transcom.E95.B.2522     Document Type: Article

References (12)

1. Amazon, "Amazon web service server instance choices," http://aws.amazon.com/ec2/instance-types/
2. P. Eugster, R. Guerraoui, A. Kermarrec, and L. Massoulie, "Epidemic information dissemination in distributed systems," IEEE Computer Society, vol. 37, no. 5, pp. 60-67, May 2004.
3. T. Bonald, L. Massoulié, F. Mathieu, D. Perino, and A. Twigg, "Epidemic live streaming: Optimal performance trade-offs," ACM SIGMETRICS Performance Evaluation Review -SIGMETRICS'08, vol. 36, no. 1, pp. 325-336, June 2008.
4. E. Caron, F. Desprez, and A.Muresan, "Pattern matching based forecast of non-periodic repetitive behavior for cloud clients," J. Grid Computing, vol. 9, no. 1, pp. 49-64, March 2011.
5. Sandvine, "Sandvines spring 2011 global internet phenomena report reveals new internet trends," May 2011.
6. B. Andy, "Star kids the data dump," http://waxy.org/2008/05/ star wars kid the data dump/
7. BBC, "Star wars kid is top viral video, month = november," 2006.
8. A. Barrat, M. Barthelemy, and A. Vespignani, Dynamical Processes on Complex Networks, 1st ed., Cambridge University Press, Nov. 2008.
9. S. Varadhan, "Large deviations," The Annals of Probability, vol. 36, no. 2, pp. 397-419, 2008.
10. J. Barral and P. Loiseau, "Large deviations for the local fluctuations of random walks," Stochastic Processes and their Applications, vol. 121, no. 10, pp. 2272-2302, 2011.
11. J. Barral and P. Gonçalves, "On the estimation of the large deviations spectrum," J. Statistical Physics, vol. 144, no. 6, pp. 1256-1283, 2011.
12. P. Loiseau, P. Gonçalves, J. Barral, and P. Vicat-Blanc Primet, "Modeling TCP throughput: An elaborated large-deviations-based model and its empirical validation," Proc. IFIP Performance, Nov. 2010.