Matrix analysis and applied linear algebra
Matrix analysis and applied linear algebra
IEEE Intelligent Systems
Supporting internet-scale multi-agent systems
Data & Knowledge Engineering - DKE 40
A novel ecological network-based computation platform as a grid middleware system
International Journal of Intelligent Systems
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We envision that an application or service of the evolving web is emerged from a collection of distributed and autonomous web entities. These entities follows a single set of behavior rules (e.g. migration, reproduction, and death) and implements a functional component related to its web service. To better understand the effect of migration behaviors on service emergence, we establish a mathematical model for the global migration behavior of web entities. By analyzing the model, we bring to light that some interesting properties of stable distribution of web entities. We also find out the relation between the migration rates and the number of web entities in the stable distribution. These conclusions provide us with an effective measure to improve the global quality of emergent services. The study in this paper also benefits the future deployment of an Internet-scale agent system that holds thousands of agents, hosts, and migratory movements of agents.