End-to-end performability analysis for Infrastructure-as-a-Service cloud: An interacting stochastic models approach

Proceedings - 16th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2010

Volumn , Issue , 2010, Pages 125-132

  Ghosh, Rahul ^a   Trivedi, Kishor S ^a   Naik, Vijay K ^b   Kim, Dong Seong ^a  

^a Duke University   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTIC MODELS; CLOUD SERVICES; CLOUD SYSTEMS; HIGH FIDELITY MODELS; MANAGEMENT METHOD; MEASUREMENT-BASED; MODEL SOLUTION; OVERALL-MODEL; PERFORMABILITY; PROCESSING STEPS; QOS METRICS; RESPONSE DELAYS; SERVICE AVAILABILITY; SERVICE REQUESTS; SUBMODELS;

DISTRIBUTED DATABASE SYSTEMS; QUALITY OF SERVICE; STOCHASTIC MODELS;

QUALITY CONTROL;

EID: 79951846203     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PRDC.2010.30     Document Type: Conference Paper

References (27)

1. "Amazon EC2," http://aws.amazon.com/ec2.
2. "IBM Cloud Computing," http://www.ibm.com/ibm/cloud/.
3. M. Martinello et al., "Web service availability: Impact of error recovery and traffic model," Journal of Reliability Engineering and System Safety, vol. 89, no. 1, pp. 6-16, July 2005. (Pubitemid 40583830)
4. N. Sato and K. S. Trivedi, "Stochastic modeling of composite web services for closed-form analysis of their performance and reliability bottlenecks," in ICSOC, 2007.
5. J. F. Meyer, "On evaluating the performability of degrad-able computing systems," IEEE Transactions on Computers, vol. 29, no. 8, pp. 720-731, August 1980.
6. K. S. Trivedi, Probability and Statistics with Reliability, Queuing and Computer Science Applications. Wiley, 2001.
7. L. Kleinrock and R. Gail, Queueing Systems: Problems and Solutions. John Wiley and Sons, 1996.
8. B. W. Johnson, The Design and Analysis of Fault Tolerant Digital Systems. Addison-Wesley Longman, 1988.
9. R. Ghosh, F. Longo, V. K. Naik, and K. S. Trivedi, "Quantifying resiliency of IaaS cloud," in RACOS Workshop, 2010.
10. D. Wang, R. M. Fricks, and K. S. Trivedi, "Dealing with non-exponential distributions in dependability models," in Symp. on Perf. Eval. - Stories and Perspectives. G. Kotsis (ed.), Oesterreichchische Computer Gessellschaft, 2003.
11. H. Okamura, T. Dohi, and K. S. Trivedi, "Markovian arrival process parameter estimation with group data," IEEE/ACM Transactions on Networking, vol. 17, no. 4, 2008.
12. A. Rindos et al., "Exact methods for the transient analysis of non-homogenous continuous time Markov chains," in W. J. Stewart (eds.), 2nd Intl. Workshop on the Numerical Solution of Markov Chains, Kluwer Academic Publishers, 1995.
13. R. Ghosh, K. S. Trivedi, V. K. Naik, and D. S. Kim, "Performability analysis for Infrastructure-as-a-Service cloud: An interacting stochastic models approach," in IBM Research Report, RC 25006, 2010.
14. H. Choi, V. G. Kulkarni, and K. S. Trivedi, "Markov regenerative stochastic Petri nets," Performance Evaluation, 1994.
15. P. Garbacki and V. Naik, "Efficient resource virtualization and sharing strategies for heterogeneous grid environments," in Integrated Network Management, 2007.
16. W. E. Smith et al., "Availability analysis of multi-component Blade Server system," IBM Systems Journal, 2008.
17. V. Mainkar and K. S. Trivedi, "Sufficient conditions for existence of a fixed point in stochastic reward net-based iterative models," IEEE Trans. on Software Engineering, 1996.
18. K. S. Trivedi and R. Sahner, "SHARPE at the age of twenty two," ACM Sigmetrics Performance Evaluation Review, vol. 36, no. 4, pp. 52-57, March 2009.
19. K. Xiong and H. Perros, "Service performance and analysis in cloud computing," in SERVICES '09: Proceedings of the 2009 Congress on Services - I, 2009.
20. S. Ostermann et al., "A performance analysis of EC2 cloud computing services for scientific computing," in Cloudcomp, 2009.
21. E. Deelman, G. Singh, M. Livny, J. B. Berriman, and J. Good, "The cost of doing science on the cloud: the Montage example," in SC, 2008.
22. N. Yigitbasi et al., "C-meter: A framework for performance analysis of computing clouds," in Cloud, 2009.
23. W. Voorsluys, J. Broberg, S. Venugopal, and R. Buyya, "Cost of virtual machine live migration in clouds: A performance evaluation," in CloudCom '09: Proceedings of the 1st International Conference on Cloud Computing, 2009.
24. Y. S. Dai, B. Yang, J. Dongarra, and G. Zhang, "Cloud service reliability: Modeling and analysis," in PRDC, 2009.
25. B. Yang et al., "Performance evaluation of cloud service considering fault recovery," in CloudCom, 2009.
26. K. V. Vishwanath and N. Nagappan, "Characterizing cloud computing hardware reliability," in ACM SoCC, 2010.
27. N. Bonvin, T. G. Papaioannou, and K. Aberer, "Dynamic cost efficient replications in data clouds," in ACDC, 2009.