A penalty-based genetic algorithm for the composite SaaS placement problem in the cloud

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Volumn , Issue , 2010, Pages

  Yusoh, Zeratul Izzah Mohd ^a,b   Tang, Maolin ^b  

^a UNIVERSITI TEKNIKAL MALAYSIA MELAKA   (Malaysia)

^b QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

CLOUD PROVIDERS; COMPUTING PARADIGM; DATA CENTERS; DATA CENTRES; IT SERVICES; ITS DATA; LARGE SIZES; PLACEMENT METHODS; PLACEMENT PROBLEMS; PLACEMENT PROCESS; RESOURCE REQUIREMENTS; SOFTWARE AS A SERVICE;

ARTIFICIAL INTELLIGENCE; COMPUTER SYSTEMS; GENETIC ALGORITHMS; SCALABILITY;

CLOUD COMPUTING;

EID: 79959458076     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2010.5586151     Document Type: Conference Paper

References (19)

1. Foster, I., Yong, Z., Raicu, I., & Lu, S., Cloud Computing and Grid Computing 360-Degree Compared, in Grid Computing Environments Workshop. 2008, IEEE: Austin, Texas. p. 1-10.
2. Aymerich, F.M., Fenu, G., & Surcis, S., An approach to a Cloud Computing network, in Proceedings of IEEE Applications of Digital Information and Web Technologies. 2008, IEEE: Ostrava, Czech Republic. p. 113-118.
3. Vaquero, L.M., Rodero-Merino, L., Caceres, J., & Lindner, M., A Break in the Clouds: Towards a Cloud Definition. SIGCOMM Computer Communication Review, 2009. 39(1): p. 50-55.
4. Candan, K.S., Li, W.S., Phan, T., & Zhou, M., Frontiers in information and Software as Services, in Proceeding of the IEEE 25th International Conference on Data Engineering. 2009, IEEE: Shanghai, China. p. 1761-1768.
5. Laplante, P.A., Jia, Z., & Voas, J., What's in a name? Distinguishing between SaaS and SOA. IT Professional, 2008. 10(3): p. 46-50.
6. Broberg, J., Buyya, R., & Tari, Z., MetaCDN: Harnessing storage clouds for high performance content delivery, in Proceeding of the Sixth International Conference on Service-Oriented Computing. 2008, ACM: Sydney, Australia.
7. Gartner Inc (2007) Introducing SaaS-enabled application platforms: Features, roles and futures.
8. Motahari-Nezhad, H.R., Stephenson, B., & Singhal, S., Outsourcing Business to Cloud Computing Services: Opportunities and Challenges. HP Laboratories-2009.
9. Karve, A., Kimbrel, T., Pacifici, G., Spreitzer, M., Steinder, M., Sviridenko, M., et al., Dynamic placement for clustered web applications, in 15th International Conference on World Wide Web. 2006, ACM New York: Edinburgh, Scotland. p. 595-604.
10. Kichkaylo, T., Ivan, A., & Karamcheti, V., Constrained component deployment in wide-area networks using AI planning techniques. In Parallel and Distributed Processing Symposium, 2003. Proceedings. International. 2003.
11. Kwok, T. & Mohindra, A., Resource calculations with constraints, and placement of tenants and instances for multi-tenant SaaS applications, in Sixth International Conference on Service-Oriented Computing. 2008, Springer: Sydney, Australia. p. 633-648.
12. Urgaonkar, B., Rosenberg, A.L., Shenoy, P. & Zomaya, A., Application placement on a cluster of servers. International Journal of Foundations of Computer Science, 2007. 18(5): p. 1023-1041.
13. Zhu, X., Santos, C., Beyer, D., Ward, J., & Singhal, S., Automated application component placement in data centers using mathematical programming. International Journal of Network Management, 2008. 18(6): p. 467-483.
14. Zimmerova, B. Component placement in distributed environment wrt component interaction. In Proceedings of the Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Czech Republic: FIT VUT Brno, Czech Republic.
15. Tang, C., Steinder, M., Spreitzer, M., & Pacifici, G., A scalable application placement controller for enterprise data centers. In Proceedings of the 16th International World Wide Web Conference 2007, Canada: ACM. p. 331-340.
16. Low, C., Decentralised application placement. Future Generation Computer Systems, 2005. 21(2): p. 281-290.
17. http://www.photoshop.com
18. http://www-07.ibm.com/storage/au/
19. http://h71028.www7.hp.com/enterprise/cache/418226-0-0-14-121.html