Title :
Integration of mobile agents and genetic algorithms for efficient dynamic network resource allocation
Author :
Papavassiliou, Symeon ; Puliafito, Antonio ; Tomarchio, Orazio ; Ye, Jian
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
An agent based approach is investigated to build a framework where resource allocation is provided under the control of different and often competing stake-holders (users, network providers, service providers, etc.). This paper also describes the efficient integration and adoption of mobile agents and genetic algorithms in the implementation of an effective strategy for the development of effective market based routes for brokering purposes in the future multi-operator network marketplace. The agent-based network management approach represents an underlying framework and structure for the multi-operator network model, and can be used to collect all the required management data. The proposed genetic algorithm provides a kind of stochastic algorithm searching process in order to identify optimal resource allocation strategies
Keywords :
distributed processing; genetic algorithms; network topology; software agents; telecommunication computing; telecommunication network management; telecommunication network routing; QoS; agent brokering environment; agent-based network management; efficient dynamic network resource allocation; genetic algorithms; management data collection; mobile agents; multi-operator network marketplace; multi-operator network model; network providers; network topology; optimal resource allocation; quality of service; routing algorithm; service providers; stochastic algorithm searching process; traded resource service architecture; Bandwidth; Computer architecture; Computer networks; Genetic algorithms; Mobile agents; Quality of service; Resource management; Stochastic processes; Telecommunication computing; Telecommunication control;
Conference_Titel :
Computers and Communications, 2001. Proceedings. Sixth IEEE Symposium on
Conference_Location :
Hammamet
Print_ISBN :
0-7695-1177-5
DOI :
10.1109/ISCC.2001.935415