By Topic

A Resource Discovery Architecture of Loosely Coupled Grid Inter-cooperated Virtual Organisations Using Mobile Agents and Neural Networks

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$33 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

4 Author(s)
Stelios Sotiriadis ; Dept. of Comput. Sci. & Technol., Univ. of Bedfordshire, Luton, UK ; Nik Bessis ; Paul Sant ; Carsten Maple

Grid computing offers a service for sharing resources over uncertain and complex environments. In such multi-participated settings it is essential to make the grid middleware functionality transparent to members by providing the ability to act autonomous and learning from the environment. Parallel to grid, artificial neural networks is a paradigm for processing information, which is inspired by the processes of biological nervous systems. The latter fields can be really promoted from the artificial intelligent agents, which offer an autonomous acting infrastructure of members with proactive and reactive aptitude. As grid is about sharing and allocating resources within uncertain domains, intelligent agents and neural networks may be the mean of achieving an autonomous learning environment of self-motivated members. In this study, we focus on the mobility agents' model aiming to discovery resources dynamically, parallel to the artificial neural networks as a way to achieve the best resource discovery paths. Our work is fundamentally based on the Self-led Critical Friends method, a technique for realizing inter-cooperation among various scales Virtual Organisations (VOs). Their mediator acting nature redirects communication to other parties of different VOs by utilizing a public profile of data stored within VO members.

Published in:

P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), 2010 International Conference on

Date of Conference:

4-6 Nov. 2010