Stochastic modeling and quality evaluation of infrastructure-as-a-service clouds

IEEE Transactions on Automation Science and Engineering

Volumn 12, Issue 1, 2015, Pages 162-170

  Xia, Yunni ^a   Zhou, Mengchu ^c,d   Luo, Xin ^a   Zhu, Qingsheng ^a   Li, Jia ^a   Huang, Yu ^b  

^a CHONGQING UNIVERSITY   (China)

^b PEKING UNIVERSITY   (China)

^c Ministry of Education   (China)

^d NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Cloud computing; infrastructure as a service (IaaS); modeling and analysis; quality of service (QoS)

Indexed keywords

CLOUD COMPUTING; DISTRIBUTED COMPUTER SYSTEMS; GRID COMPUTING; QUALITY CONTROL; QUALITY OF SERVICE; STOCHASTIC SYSTEMS; TELECOMMUNICATION SERVICES;

CLOUD ENVIRONMENTS; CONFIDENCE INTERVAL ANALYSIS; GRID COMPUTING SYSTEMS; MASSIVE SERVICES; MODEL AND ANALYSIS; MODEL BASED APPROACH; QUALITY EVALUATION; REJECTION PROBABILITY;

INFRASTRUCTURE AS A SERVICE (IAAS);

EID: 84920808724     PISSN: 15455955     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASE.2013.2276477     Document Type: Article

References (21)

1. J. Rao, Y. D. Wei, J. Y. Gong, and C. Z. Xu, "QoS guarantees and service differentiation for dynamic cloud applications," IEEE Trans. Netw. Service Manage., vol. 10, no. 1, pp. 43-55, Mar. 2013.
2. Y. Du,W. Tan, and M. C. Zhou, "Timed compatibility analysis of web service composition: A modular approach based on Petri nets," IEEE Trans. Autom. Sci. Eng., Mar. 2013, accepted for publication.
3. S.Ostermann, R. Iosup, N.Yigitbasi, and T. Fahringer, "Aperformance analysis of EC2 cloud computing services for scientific computing," in Proc. Int. Conf. Cloud Comput., Oct. 2009, pp. 931-945.
4. E. Deelman, G. Singh, M. Livny, J. B. Berriman, and J. Good, "The cost of doing science on the cloud: The montage example," in Proc. Int. Conf. High Perf. Comput. Netw. Storage Anal., Nov. 2008, pp. 1-12.
5. N. Yigitbasi, A. Iosup, D. Epema, and S. Ostermann, "C-meter: A framework for performance analysis of computing clouds," in Proc. Int. Symp. Cluster Comput. Grid, May 2009, pp. 472-477.
6. R. N. Calheiros, R. Ranjan, A. Beloglazov, C. A. F. De Rose, and R. Buyya, "CloudSim: A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms," Softw., Pract. Exper., vol. 41, no. 1, pp. 23-50, Aug. 2011.
7. P. C. Xiong, Y. S. Fan, and M. C. Zhou, "Web service configuration under multiple quality-of-service attributes," IEEE Trans. Autom. Sci. Eng., vol. 6, no. 2, pp. 311-321, Apr. 2009.
8. W. Voorsluys, J. Broberg, S. Venugopal, and R. Buyya, "Cost of virtual machine live migration in clouds: A performance evaluation," in Proc. Int. Conf. Cloud Comput., Dec. 2009, pp. 254-265.
9. K. Xiong and H. Perros, "Service performance and analysis in cloud computing," in Proc. World Conf. Services-I, July 2009, pp. 693-700.
10. Y. S. Dai, B. Yang, J. Dongarra, and G. Zhang, "Cloud service reliability: Modeling and analysis," in Proc. IEEE Pacific Rim Int. Symp. Dependable Comput., Nov. 2009, pp. 784-789.
11. B. Yang, F. Tan, Y. S. Dai, and S. C. Guo, "Performance evaluation of cloud service considering fault recovery," in Proc. Int. Conf. Cloud Comput., Dec. 2009, pp. 571-576.
12. S. He, L. Guo, M. Ghanem, and Y. Guo, "Improving resource utilisation in the cloud environment using multivariate probabilistic models," in Proc. Int. Conf. Cloud Comput., Dec. 2012, pp. 574-581.
13. R. Ghosh, K. S. Trivedi, V. K. Naiky, and D. S. Kim, "End-to-end performability analysis for infrastructure-as-a-service cloud: An interacting stochastic models approach," in Proc. Pacific Rim Int. Symp. Dependable Comput., Dec. 2010, pp. 125-132.
14. Y.Wu,C. Yan, Z. Ding,G.Liu, P.Wang, C. Jiang, andM. C. Zhou, "A novel method for calculating service reputation," IIEEE Trans. Autom. Sci. Eng., vol. 10, no. 3, pp. 634-642, Jul. 2013.
15. P. Wang, Z. Ding, C. Jiang, and M. C. Zhou, "A web service based public-oriented personalized health care platform," IEEE Trans. Syst., Man, Cybern.: Syst., vol. 43, no. 4, pp. 941-957, Jul. 2013.
16. Z. H. Ding, Y. Zhou, and M. C. Zhou, "A polynomial algorithm to performance analysis of concurrent systems via Petri nets and ordinary differential equations," IEEE Trans. Autom. Sci. Eng., Feb. 2013, Working paper submitted for review.
17. Y. N. Xia, M. C. Zhou, X. Lou, and Q. S. Zhu, "A stochastic approach to QoS evaluation of infrastructure-as-a-service clouds," in Proc. EEE Int. Conf. Autom. Sci. Eng., Madison, WI, USA, 2013, pp. 122-127.
18. H. Hu, M. C. Zhou, Z. Li, and Y. Tang, "An optimization approach to improved Petri net controller design for automated manufacturing systems," IEEE Trans. Autom. Sci. Eng., vol. 10, no. 3, pp. 772-782, Jul. 2013.
19. Y. Qiao, N.Wu, and M. C. Zhou, "Real-time scheduling of single-arm cluster tools subject to residency time constraints and bounded activity time variation," IEEE Trans. Autom. Sci. Eng., vol. 9, no. 3, pp. 564-577, Jul. 2012.
20. W. Tan, Y. Fan, and M. C. Zhou, "A Petri net-based method for compatibility analysis and composition of web services in business process execution language," IEEE Trans. Autom. Sci. Eng., vol. 6, no. 1, pp. 94-106, Jan. 2009.
21. Y. Du, C. Jiang, and M. C. Zhou, "Modeling and analysis of real-time cooperative systems using Petri nets," IEEE Trans. Syst., Man,, Cybern.-Part A: Syst. Humans, vol. 37, no. 5, pp. 643-654, Sep. 2007.