Title :
Resource co-allocation via agent-based coalition formation in computational grids
Author :
Zhang, Hong-Jun ; Li, Qing-Hua ; Ruan, You-Lin
Author_Institution :
Dept. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Applications designed to execute on "computational grids" frequently request the simultaneous co-allocation of multiple resources in order to meet performance requirements. In this paper, a new approach via agent coalition formation is presented for resource co-allocation in computational grids. Firstly, we describe an agent-based resource management architecture of computational grid, which is divided into five layers: resource layer, resource agent layer, lookup services layer, job service layer and end user layer. Then a coalition formation model is designed for efficient resource co-allocation.
Keywords :
grid computing; multi-agent systems; resource allocation; agent-based coalition formation; agent-based resource management architecture; computational grids; end user layer; job service layer; lookup services layer; resource agent layer; resource coallocation; resource layer; Application software; Computer architecture; Computer science; Electronic mail; Grid computing; Hospitals; Large-scale systems; Logistics; Resource management; Visualization;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259815