Ant colony optimization algorithm for independent task scheduling in cloud computing

International Journal of Applied Engineering Research

Volumn 10, Issue 1, 2015, Pages 535-544

  Shimpy, ^a   Sidhu, Jagandeep ^a  

^a CHITKARA UNIVERSITY   (India)

Author keywords

Cloud Computing. Task scheduling; Cloudsim; Meta heuristic technique

Indexed keywords

EID: 84926664274     PISSN: 09734562     EISSN: 09739769     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Qi Cao; Zhi-Bo Wei; Wen-Mao Gong, "An Optimized Algorithm for Task Scheduling Based on Activity Based Costing in Cloud Computing," Bioinformatics and Biomedical Engineering. ICBBE 3rd International Conference, pp. 1-3, 11-13 June 2009(IEEE).
2. P. Mathiyalagan, S. Suriya, S. NSivnaam, "Modified Ant Colony Algorithm for Grid Scheduling", International Journal on computer science and Engineering Vol. 02, no 02,pp 132-139(2010).
3. Yujia Ge, Guiyi Wei, " GA-based Task Scheduler for the Cloud Computing System", International Conference on Web information Systems and Mining, Vol.02, pp.181-186 (2010)IEEE.
4. Chengpeng Wu, Junfeng Yao, Songjie "Cloud computing and its key techniques," Electronic and Mechanical Engineering and InformationTechnology (EMEIT), 2011 International Conference on, vol no. 1, pp.320-324, 12-14 Aug. 2011(IEEE).
5. Umarani Srikanth G., V. Uma Maheswari, P. Shanthi, Arul Siromoney, "Tasks Scheduling using Ant Colony Optimization", Journal of computer Science 8 (8) pp 1314-1320 ISSN 1549-3636 Science Publications(2012).
6. Klaithem Al Nuaimi, Nader Mohamed, Mariam Al Nuaimi, Jameela Al-Jaroodi,"A Survey of Load Balancing in Cloud Computing Challenges and Algorithms",Second Symposium on Network Cloud computing and Applications,pp. 137-142, 2012 IEEE.
7. Ratan Mishra, Anant Jaiswal," Ant colony Optimization: A Solution of Load balancing in Cloud", International Journal of Web & Semantic Technology (IJWesT),Vol.3, No.2,pp 33-50, April 2012.
8. Santhosh, R.; Ravichandran, T., "Pre-emptive scheduling of on-line real time services with task migration for cloud computing," Pattern Recognition, Informatics and Mobile Engineering (PRIME),International Conference, pp 271-276, 21-22 Feb. 2013(IEEE).
9. Pinal Salot, “A survey of various Scheduling Algorithm in cloud computing environment”, IJRET, vol 2,Issue 2,pp 131-135 (2013).
10. Poonam Devi, Trilok Gaba,”Implementation of Cloud Computing By Using Short job Scheduling,” International Journal of Advanced Research in Computer Science and Software Engineering,vol no. 3, pp. 178-183 (2013).
11. K.K Sutaria, Nishant. S. Sanghani, Pooja.P. Vasani, R. J Khimani, “Preemptable Shortestjob Next Scheduling in Private network”, Journal of Information, Knowledge and Research in Computer engineering, vol-02,Issue-02(2013).
12. Younis A. Younis, Madjid Merabti, Kashif Kifayat,” Secure Cloud Computing for Critical Infrastructure": A Survey(2013).
13. Nazmul Hasan, Mohammad Riasat Ahmed, “Cloud Computing: Opportunities and Challenges,” Journal of modern Science and Technology,vol no. 1,pp 76-83 (2013).
14. Medhat A. Tawfeek, Ashraf El-Sisi, Arabi E. keshk, Fawzy A. Torkey, "An ant Algorithm for cloud Task scheduling", International Workshop on cloud computing and information security (CCIC2013).
15. Shagufta Khan, Niresh Sharma,"Effective Scheduling Algorithm for Load Balancing (SALB) using Ant colony Optimization in Cloud computing", International Journal of Advanced Research in Computer science and software Engineering Vol 4,pp. 966-973, 2 February 2014.
16. Lutz Schubert, Keith Jeffery,”Advances in cloud (Research in Future Cloud Computing).
17. Rodrigo N. Calheiros, Rajiv Ranjan, Anton Beloglazov, Cesar A. F. De Rose and Rajkimar Buyya, "CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms", Wiley Online Library,2010.
18. Medhat A. Tawfeek, Ashraf El-Sisi, Arabi E. keshk, Fawzy A. Torkey,"Cloud Task Scheduling Based on Ant Colony Optimization", IEEE, pp 64-69,2013.
19. Kun Li, Gaochao Xu, Guangyu Zhao, Yushuang Dong, Dan Wang, " Cloud Task Scheduling based on Load Balancing Ant Colony Optimization", IEEE, pp 3-9, 2011.
20. Upendra Bhoi, Purvi N. Ramanuj, " Enhanced Max-min Task Scheduling Algorithm in Cloud Computing", IJAIEM, vol 2, issue 4, pp 259-264, April 2013.
21. M. Kaladevi, Dr. S. Sathiyabama, " A Comparative Study of scheduling algorithms for Real time Task", International Journal of Advances in Science and Technology, Vol. 1, No. 4, pp 8-14, 2010.
22. Jamshid Bagherzadeh, Mojtaba MadadyarAdeh, " An improved ant algorithm for Grid Scheduling Problem", 14th International CSI conference (CSICC2009), July 1-2, 2009, Tehran, Iran.
23. M. Dorigo, L.M. Gambardella, "Ant colony system: A Cooperative Learning Approach to The Travelling Salesman Problem" IEEE Transactions on Evolutionary Computation,1(1) pp 53-66,1997
24. L.M. Gambardella and M. Dorigo," Solving Symmetric and Asymmetric TSPs by Ant Colonies". In Proceedings of the IEEE International Conference on Evolutionary Computation(ICEC'96), pp 622-627. IEEE Press, 1996.
25. T. Stutzle and H.H. Hoos. "The MAX-MIN Ant System and Local Search for the Travelling Salesman Problem",IEEE International conference on Evolutionary Computation(ICEC'97),pp 309-314,1997