Allocation and re-allocation of data in a grid using an adaptive genetic algorithm

IEEE International Conference on Computer Systems and Applications, 2006

Volumn 2006, Issue , 2006, Pages 859-866

  Siefoddini, Hamed ^a   El Fakih, Khaled ^a   Kawash, Jalal ^a   Mansour, Nashat ^b  

^a AMERICAN UNIVERSITY OF SHARJAH   (United Arab Emirates)

^b LEBANESE AMERICAN UNIVERSITY   (Lebanon)

Author keywords

Adaptability; Data allocation; Genetic algorithms; Grid systems

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE SYSTEMS; DISTRIBUTED COMPUTER SYSTEMS; GENETIC ALGORITHMS; TOPOLOGY;

ADAPTABILITY; DATA ALLOCATION; GRID SYSTEMS; MULTI-COMPUTERS;

STORAGE ALLOCATION (COMPUTER);

EID: 33750809432     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/aiccsa.2006.205189     Document Type: Conference Paper

References (13)

1. Grid.org: single destination site for large-scale research projects powered by the united devices grid computing solution, grid mp global. http://www.grid.org.
2. Ibm grid computing - what is grid computing. http://www-l.ibm.com/grid/ about-grid/what-is.shtm1.
3. J. E. Baker. Adaptive selection methods for genetic algorithms. In Int. Conf. on Genetic Algorithms. pages 101-111 1985.
4. Joe Clabby, The grid report: 2004 edition. Technical report. Clabby Annalytics, May 2004.
5. Thomas H. Cormen, Charles E. Leiserson, Ronakl L. Rivest. and Clifford Stein. Introduction to Algorithms. The MiT Press. 2003.
6. Goldberg D.E. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, 1989.
7. G. Fox et al. Solving Problems on Concurrent Processors. Prentice Hall, 1988
8. Ian Foster and Carl Kesselman. editors. The Grid:Blueprint for a New Computing Structure. Elsevier. 1988
9. J.J. Grefenstette. Optimization of Control Parameters for Genetic Algorithms. IEEE Trans. on Systems, Man, and Cybernetics, 16:122-128, 1986
10. Jalal Kawash. Sensitivity to parameters and general applicability of genetic algorithms and simulated annealing algorithms for mapping data to multicomputers. Master's thesis, Lebanese American University, December 1994.
11. Nashat Mansour and Geoffrey Fox. Parallel physical optimization algorithms for allocating data to multicomputer nodes. The Journal of Supercomputing, 8:53-80, 1994.
12. Nashat Mansour, Jalal Kawash, and Hassan Diab. Properties of simulated annealing and genetic algorithms for maping data to multicomputers. Parallel Algorithms and Application, 12(9):279-296, 1998.
13. Sugree Phatanaherom, Putchong Uthayopas, and Voratas Kachitvichyanukul. Dynamic scheduling II: fast simulation model for grid scheduling using hypersim. In WSC'03: Proceedings for the 35th conference on Winter simulation, pages 1494-1500. Winter Simulation Conference, 2003.