Network on Chip Architecture for Multi-Agent Systems in FPGA

Gerlein, Eduardo, McGinnity, T. M., Belatreche, Ammar and Coleman, Sonya (2017) Network on Chip Architecture for Multi-Agent Systems in FPGA. ACM Transactions on Reconfigurable Technology and Systems, 10 (4). p. 25. ISSN 1936-7406

[img]
Preview
Text
8666_McGinnity.pdf - Accepted Version

Download (1MB) | Preview
Official URL: http://dx.doi.org/10.1145/3121112

Abstract

A system of interacting agents is, by definition, very demanding in terms of computational resources. Although multi-agent systems have been used to solve complex problems in many areas, it is usually very difficult to perform large-scale simulations in their targeted serial computing platforms. Reconfigurable hardware, in particular Field Programmable Gate Arrays devices, have been successfully used in High Performance Computing applications due to their inherent flexibility, data parallelism, and algorithm acceleration capabilities. Indeed, reconfigurable hardware seems to be the next logical step in the agency paradigm, but only a few attempts have been successful in implementing multi-agent systems in these platforms. This article discusses the problem of inter-agent communications in Field Programmable Gate Arrays. It proposes a Network-on-Chip in a hierarchical star topology to enable agents’ transactions through message broadcasting using the Open Core Protocol as an interface between hardware modules. A customizable router microarchitecture is described and a multi-agent system is created to simulate and analyse message exchanges in a generic heavy traffic load agent-based application. Experiments have shown a throughput of 1.6Gbps per port at 100MHz without packet loss and seamless scalability characteristics.

Item Type: Article
Subjects: G400 Computer Science
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Becky Skoyles
Date Deposited: 14 Jun 2018 14:28
Last Modified: 14 Jun 2018 14:30
URI: http://nrl.northumbria.ac.uk/id/eprint/34535

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year

View more statistics


Policies: NRL Policies | NRL University Deposit Policy | NRL Deposit Licence