TY - JOUR PY - 2009// TI - Balancing load in a computational grid applying adaptive, intelligent colonies of ants JO - Informatica (Ljubljana) A1 - Salehi, M.A. A1 - Deldari, H. A1 - Dorri, B.M. SP - 159 EP - 168 VL - 33 IS - 2 N2 - Load balancing is substantial when developing parallel and distributed computing applications. The emergence of computational grids extends the necessity of this problem. Ant colony is a meta-heuristic method that can be instrumental for grid load balancing. This paper presents an echo system of adaptive fuzzy ants. The ants in this environment can create new ones and may also commit suicide depending on existing conditions. A new concept called Ant level load balancing is presented here for improving the performance of the mechanism. A performance evaluation model is also derived. Then theoretical analyses, which are supported with experiment results, prove that this new mechanism surpasses its predecessor.
Language: en
LA - en SN - 0350-5596 UR - http://dx.doi.org/ ID - ref1 ER -