Resource allocation in communication networks using market-based agents
Haque, Nadim, Jennings, N. R. and Moreau, Luc (2004) Resource allocation in communication networks using market-based agents. In, Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Queens' College, University of Cambridge, Cambridge, United Kingdom, 14 - 15 Dec 2004. Springer-Verlag, 187-200.
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Description/Abstract
This work describes a system that allocates end-to-end bandwidth, in a switched meshed communications network. The solution makes use of market-based software agents that compete in a number of decentralised marketplaces to buy and sell bandwidth resources. Agents perform a distributed depth first search with decentralised markets in order to allocate routes for calls. The approach relies on a resource reservation and commit mechanism in the network. Initial results show that under a light network load, the system sets up a high percentage of calls which is comparable to the optimum value and that, under all network loads, it performs significantly better than a random strategy.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Event Dates: 14th - 15th December 2004 |
| ISBNs: | 1852339071 |
| Related URLs: | |
| Keywords: | agents, markets, resource allocation, telecommunication networks |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science Faculty of Physical and Applied Science > Electronics and Computer Science > Agents, Interactions & Complexity |
| Item ID: | 260237 |
| Date Deposited: | 06 Jan 2005 |
| Last Modified: | 02 Mar 2012 12:21 |
| Contributors: | Haque, Nadim (Author) Jennings, N. R. (Author) Moreau, Luc (Author) Bramer, Max (Editor) Coenen, Frans (Editor) Allen, Tony (Editor) |
| Date: | 2004 |
| Additional Information: | Event Dates: 14th - 15th December 2004 |
| Status: | Published |
| Publisher: | Springer-Verlag |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/260237 |
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