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Tuning of operators in memetic algorithms for independent batch scheduling in computational grids

Author
Xhafa, F.; Duran, B.; Barolli, L.; Kolici, V.; Miho, R.; Takizawa, M.
Type of activity
Presentation of work at congresses
Name of edition
6th International Conference on Complex, Intelligent, and Software Intensive Systems
Date of publication
2012
Presentation's date
2012
Book of congress proceedings
2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2012, 4-6 July 2012, Palermo, Italy: proceedings
First page
335
Last page
342
DOI
https://doi.org/10.1109/CISIS.2012.22 Open in new window
Repository
http://hdl.handle.net/2117/19263 Open in new window
URL
https://ieeexplore.ieee.org/document/6245605/ Open in new window
Abstract
Efficient scheduling of jobs to resources is a core service of Computational Grids (CGs). Due to the large scale, the dynamic nature and the highly heterogeneous tasks and resources, scheduling is a challenging problem in CGs. Different methods, from simple heuristics to more sophisticated optimization and artificial intelligence techniques, have been for a while now in the research and development agenda of researchers of the Grid computing community. One family of algorithms that represent int...
Citation
Xhafa, F. [et al.]. Tuning of operators in memetic algorithms for independent batch scheduling in computational grids. A: International Conference on Complex, Intelligent and Software Intensive Systems. "2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2012, 4-6 July 2012, Palermo, Italy: proceedings". Palerm: 2012, p. 335-342.
Keywords
Computational grids, Memetic algorithms, Meta-heuristics, Operators, Tuning
Group of research
ALBCOM - Algorithms, Computational Biology, Complexity and Formal Methods

Participants

  • Xhafa Xhafa, Fatos  (author and speaker )
  • Duran, Bernat  (author and speaker )
  • Barolli, Leonard  (author and speaker )
  • Kolici, Vladi  (author and speaker )
  • Miho, Rozeta  (author and speaker )
  • Takizawa, Makoto  (author and speaker )