A QoS-satisfied prediction model for cloud-service composition based on a hidden markov model

Mathematical Problems in Engineering

Volumn 2013, Issue , 2013, Pages

  Wu, Qingtao ^a   Zhang, Mingchuan ^a   Zheng, Ruijuan ^a   Lou, Ying ^a   Wei, Wangyang ^a  

^a HENAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLOUD-BASED; COMPONENT COMPOSITION; PREDICTION ACCURACY; PREDICTION MODEL; SERVICE MATCHING; SERVICE PROVISIONS;

HIDDEN MARKOV MODELS; MATHEMATICAL MODELS;

QUALITY OF SERVICE;

EID: 84883146266     PISSN: 1024123X     EISSN: 15635147     Source Type: Journal    
DOI: 10.1155/2013/387083     Document Type: Article

References (19)

1. Nurmi D., Wolski R., Grzegorczyk C., Obertelli G., Soman S., Youseff L., Zagorodnov D., The eucalyptus open-source cloud-computing system. Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID '09) May 2009 Shanghai, China 124 131 2-s2.0-70349750047 10.1109/CCGRID.2009.93
2. Armbrust M., Fox A., Griffith R., Joseph A. D., Katz R., Konwinski A., Lee G., Patterson D., Rabkin A., Stoica I., Zaharia M., A view of cloud computing. Communications of the ACM 2010 53 4 50 58 2-s2.0-77950347409 10.1145/1721654.1721672
3. Wang L., Ranjan R., Chen J., Benatallah B., Cloud Computing: Methodology, Systems, and Applications 2011 CRC Press
4. Zhang M., Ranjan R., Haller A., Georgakopoulos D., Strazdins P., Investigating decision support techniques for automating Cloud service selection. Proceedings of the 4th International Conference on Cloud Computing Technology and Science December 2012 Taipei, China 759 764
5. Wang S., Sun Q., Zou H., Yang F., Particle swarm optimization with skyline operator for fast cloud-based web service composition. Mobile Networks and Applications 2013 18 1 116 121 2-s2.0-84859705255 10.1007/s11036-012-0373-3
6. Javadi B., Thulasiraman P., Buyya R., Enhancing performance of failure-prone clusters by adaptive provisioning of cloud resources. The Journal of Supercomputing 2013 63 2 467 489
7. Benouaret K., Benslimane D., Hadjali A., Barhamgi M., Top-k web service compositions using fuzzy dominance relationship. Proceedings of the IEEE International Conference on Services Computing (SCC '11) July 2011 Washington, England 144 151 2-s2.0-80053152077 10.1109/SCC.2011.86
8. Liu W.-N., Liu B., Sun D.-H., A conceptual framework for dynamic manufacturing resource service composition and optimization in service-oriented networked manufacturing. Proceedings of the International Conference on Cloud and Service Computing (CSC '11) December 2011 Hong Kong, China 118 125 2-s2.0-84857276624 10.1109/CSC.2011.6138507
9. Huang J., Liu Y., Yu R., Duan Q., Tanaka Y., Modeling and algorithms for QoS-aware service composition in virtualization-based cloud computing. IEICE TRANSACTIONS on Communications 2013 96 1 10 19
10. Huang C. J., Guan C. T., Chen H. M., Wang Y. W., Chang S. C., Li C. Y., Weng C. H., An adaptive resource management scheme in cloud computing. Engineering Applications of Artificial Intelligence 2013 26 1 382 389
11. Di S., Wang C., Dynamically optimizing multi-attribute execution efficiency on self-organizing cloud. IEEE Transactions on Parallel and Distributed Systems 2013 24 3 464 478
12. Jiang Y., Perng C., Li T., Chang R., Self-adaptive cloud capacity planning. Proceedings of the IEEE Ninth International Conference on Services Computing June 2012 Honolulu, Hi, USA 73 80
13. Zhang H., Pathirana P., Uplink power control via adaptive hidden Markov model based pathloss estimation. IEEE Transactions on Mobile Computing 2013 12 4 657 665
14. Choi H., Fermin D., Nesvizhskii A. I., Ghosh D., Qin Z. S., Sparsely correlated hidden Markov models with application to genome-wide location studies. Bioinformatics 2013 29 5 533 541
15. Botev Z. I., L'Ecuyer P., Tuffin B., Markov chain importance sampling with applications to rare event probability estimation. Statistics and Computing 2013 23 2 271 285 2-s2.0-83455181899 10.1007/s11222-011-9308-2
16. Xie Y., Hu J., Tang S., Huang X., A forward-backward algorithm for nested hidden semi-Markov model and application to network traffic. The Computer Journal 2013 56 2 229 238
17. Zheng R., Zhang M., Wu Q., Sun S., Pu J., Analysis and application of bio-inspired multi-net security model. International Journal of Information Security 2010 9 1 1 17 2-s2.0-75549090586 10.1007/s10207-009-0091-4
18. Zheng R., Wu Q., Zhang M., Li G., Pu J., Wang H., A self-optimization mechanism of system service performance based on autonomic computing. Computer Research and Development 2011 48 9 1676 1684 2-s2.0-80053981863
19. Zhang M.-C., Wu Q.-T., Zheng R.-J., Wei W.-Y., Li G.-F., Research on grade optimization self-tuning method for system dependability based on autonomic computing. Journal of Computers 2012 7 2 333 340 2-s2.0-84857867307 10.4304/jcp.7.2.333-340