Title :
Macrodynamics Analysis of Migration Behaviors in Large-Scale Mobile Agent Systems for the Future Internet
Author :
Ding, Yongsheng ; Gao, Lei
Author_Institution :
Eng. Res. Center of Digitized Textile & Fashion Technol., Donghua Univ., Shanghai, China
Abstract :
Network services in the future Internet are required to be highly available, ubiquitous, self-managing, and adaptable to dynamic environments. A promising way to implement such network services is combining mobile agent approaches with ecosystem-inspired evolutionary approaches. However, this perspective is still far from being practically implemented. An important reason is a lack of fundamental theory on macrodynamics of mobile agents in the new paradigm. This paper considers a type of large-scale mobile agent system and discusses the macrodynamics mainly affected by mobile agents´ migration behaviors in the systems. The study benefits not only the design of composite services emerged from mobile agents in a type of ecosystem-inspired network architecture but also the future deployment of an Internet-scale system that holds myriads of mobile agents, hosts, and migratory behaviors of mobile agents.
Keywords :
Internet; evolutionary computation; mobile agents; mobile computing; ecosystem-inspired evolutionary approaches; ecosystem-inspired network architecture; future Internet; large-scale mobile agent systems; macrodynamics analysis; migration behaviors; network services; Biological system modeling; Computer architecture; Eigenvalues and eigenfunctions; Internet; Logistics; Mathematical model; Mobile agents; Ecosystem-inspired network architecture; large-scale mobile agent systems; macrostability; migration behaviors;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2011.2109377