Building an Autonomous and Distributed MultiAgent Monitoring System

ISBN-13: 9783659377044 / Angielski / Miękka / 2013 / 220 str.

Mohamed Ramadan M Mhereeg

Opis

The book investigates the feasibility of constructing a software multi-agent based monitoring and classification system and utilizing it to provide an automatic and accurate classification of end users developing applications in the spreadsheet domain. The agents function autonomously to provide continuous and periodic monitoring of excel spreadsheet workbooks by content. Resulting in, the development of the MultiAgent classification System (MACS) that is in compliance with the specifications of the Foundation for Intelligent Physical Agents (FIPA). However, different technologies have been brought together to build MACS. The strength of the system is the integration of the agent technology with the FIPA specifications together with other technologies, which are Windows Communication Foundation (WCF) services, Service Oriented Architecture (SOA), and Oracle Data Mining (ODM). The Microsoft's .NET Widows Service based agents were utilized to develop the monitoring agents of MACS, the .NET WCF services together with SOA approach allowed the distribution and communication between agents over the WWW. ODM was used to automate the classification phase of MACS.

O autorze

Received his MSc in Computing Science from Cardiff University, Cardiff, UK. PhD degree in Computing Science from the University of Glamorgan, Glamorgan, UK. Currently, a lecturer at the University of Tripoli, Libya. He is interested in the topics of Multi-Agent Systems, Service Oriented Architecture (SOA), and Data Mining.