Title :
A Fuzzy Reputation Based Ant Algorithm for Grid Scheduling
Author :
Zhou, Zhurong ; Deng, Wei ; Lu, Linrui
Author_Institution :
Coll. of Comput.& Inf. Sci., Southwest Univ., Chongqing, China
Abstract :
Efficient algorithms for scheduling the resources to successfully execute the tasks submitted by the users are of great importance in dynamic environments like Grid. In this paper, a grid scheduling is proposed using Ant Colony Optimization(ACO) algorithm and Fuzzy Reputation(FR) Aggregation to improve the decision of scheduling. Empirical results show that this method can improve the velocity of execution by taking advantage of historical information and nodes´ information. The using of our Fuzzy Reputation-based ACO (FR_ACO) for the grid scheduling has been found to be efficient and effective in allocating tasks to proper resources.
Keywords :
cooperative systems; fuzzy logic; grid computing; optimisation; scheduling; ACO; FR; ant colony optimization; fuzzy reputation aggregation; grid scheduling; tasks allocation; Ant colony optimization; Costs; Dynamic scheduling; Educational institutions; Fuzzy logic; Grid computing; Information science; Processor scheduling; Resource management; Scheduling algorithm;
Conference_Titel :
Computational Sciences and Optimization, 2009. CSO 2009. International Joint Conference on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-0-7695-3605-7
DOI :
10.1109/CSO.2009.33