Hybrid genetic algorithm for cloud computing applications

Proceedings - 2011 IEEE Asia-Pacific Services Computing Conference, APSCC 2011

Volumn , Issue , 2011, Pages 182-187

  Zhu, Kai ^a   Song, Huaguang ^a   Liu, Lijing ^b   Gao, Jinzhu ^a   Cheng, Guojian ^b  

^a UNIVERSITY OF THE PACIFIC   (United States)

^b XI'AN SHIYOU UNIVERSITY   (China)

Author keywords

Cloud computing; Load balance; Multi agent genetic algorithm; Virtualization technology

Indexed keywords

COMPUTING APPLICATIONS; COMPUTING RESOURCE; COMPUTING SYSTEM; HYBRID ALGORITHMS; HYBRID GENETIC ALGORITHMS; LOAD BALANCE; LOAD BALANCING MODELS; LOAD BALANCING PROBLEM; LOAD BALANCING STRATEGY; PROCESSING UNITS; RESOURCE MANAGEMENT; VIRTUAL MACHINES; VIRTUALIZATIONS;

COMPUTER SYSTEMS; GENETIC ALGORITHMS; PARALLEL ARCHITECTURES; VIRTUAL REALITY;

CLOUD COMPUTING;

EID: 84863037220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/APSCC.2011.66     Document Type: Conference Paper

References (13)

1. Jinhua Hu; Jianhua Gu; Guofei Sun; Tianhai Zhao;, "A Scheduling Strategy on Load Balancing of Virtual Machine Resources in Cloud Computing Environment," Parallel Architectures, Algorithms and Programming (PAAP), 2010 Third International Symposium on, pp.89-96, 18-20 Dec. 2010
2. Chunye Gong; Jie Liu; Qiang Zhang; Haitao Chen; Zhenghu Gong;, "The Characteristics of Cloud Computing," Parallel Processing Workshops (ICPPW), 2010 39th International Conference on, pp.275-279, 13-16 Sept. 2010
3. Zhongni Zheng; Rui Wang; Hai Zhong; Xuejie Zhang;, "An approach for cloud resource scheduling based on Parallel Genetic Algorithm," Computer Research and Development (ICCRD), 2011 3rd International Conference on, vol.2, pp.444-447, 11-13 March 2011
4. Shirero, S.; Takashi, M.; Kei, H.;, "On the schedulability conditions on partial time slots," Real-Time Computing Systems and Applications, 1999. RTCSA '99. Sixth International Conference on, pp.166-173, 1999
5. Kant Soni, V; Sharma, R.; Kumar Mishra, M.;, "An analysis of various job scheduling strategies in grid computing," Signal Processing Systems (ICSPS), 2010 2nd International Conference on, vol.2, pp.V2-162-V2-166, 5-7 July 2010
6. Alizadeh, G; Baradarannia, M.; Yazdizadeh, P.; Alipouri, Y.;, "Serial configuration of genetic algorithm and particle swarm optimization to increase the convergence speed and accuracy," Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on, pp.272-277, Nov. 29 2010-Dec. 1 2010
7. John H. Holland. 1992. Adaptation in Natural and Artificial Systems. MIT Press, Cambridge, MA, USA.
8. Paul Barham, Boris Dragovic, Keir Fraser, Steven Hand, Tim Harris, Alex Ho, Rolf Neugebauer, Ian Pratt, and Andrew Warfield. 2003. Xen and the art of virtualization. In Proceedings of the nineteenth ACM symposium on Operating systems principles (SOSP '03). ACM, New York, NY, USA, 164-177. (Pubitemid 40929695)
9. Deb, K, and H G Beyer. "Self-adaptive genetic algorithms with simulated binary crossover." Evolutionary Computation 9.2 (2001): 197-221.
10. Licheng Jiao, Jing Liu, and Weicai Zhong. Coevolutionary Computation and Multi-agent systems. Beijing: Science Press. August, 2006.
11. Yuxia Du, Fangai Liu, and Lei Guo. "Research and improvement of Min-Min scheduling algorithm". Computer Engineering and Applications, 2010, 46 (24): 107-109.
12. R. Caruana and J. D. Schaffer, "Representation and hidden bias: Gray vs. binary coding for genetic algorithms," in Proceedings of the 5th International Conference on Machine Learning, ICML 1998, 1988, pp. 153-161.
13. Baowen Xu; Yu Guan; Zhenqiang Chen; Leung, K.R.P.H.;, "Parallel genetic algorithms with schema migration," Computer Software and Applications Conference, 2002. COMPSAC 2002. Proceedings. 26th Annual International, vol., no., pp. 879-884, 2002