Title :
Task Allocation of Web System Based on Immune Genetic Algorithm
Author :
Chen Meimei ; Wang Fudong ; Tang Bingyong
Author_Institution :
Dept. of Electron. Bus., Donghua Univ., Shanghai
Abstract :
Task allocation of Web system is a type of restrictive optimization problem. The main objective is to minimize response time while satisfying the constraint of load balance and dependency relationship among tasks. Firstly, a mathematic model of this problem is defined. Then, an immune genetic algorithm is proposed to tackle it. The algorithm can keep the population diversity, improve the intensification ability and searching efficiency without premature stagnation.
Keywords :
Internet; genetic algorithms; Web system task allocation; immune genetic algorithm; mathematic model; population diversity; restrictive optimization problem; Delay; Distributed computing; Distributed databases; Genetic algorithms; Mathematical model; Mathematics; Network servers; Resource management; Web server; Web sites;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.1209
