An Agent-Based Approach for Modelling Peer to Peer Networks

Alharbi, Habi; Hussain, Amir

Abstract

A promising modelling and simulation tool is Agent-based Modelling (ABM) that has proved to be an effective and powerful tool across a wide range of fields. However, its exploitation within the Peer to Peer (P2P) paradigm has only recently attracted attention. This paper shows that the use of ABM tools such as Net Logo can provide many advantages over classical P2P simulation tools. This has been demonstrated through an initial case study involving implementation and evaluation of a well-known, powerful unstructured P2P protocol, named Gia. Preliminary simulation results show that Net logo can provide the user with a wide range of comparative benefits, such as ease of implementation, visualization, and real-time analysis. Moreover, it can be used in educational applications for understanding the complexity of P2P networks. In addition, Net Logo is shown to have the potential to provide more insightful performance measures and serve as a future 'participatory' e-learning or educational tool for studying various aspects of the complex Gia model. Finally, we present some preliminary results for a Net Logo-based implementation of a recently reported, modified Gnutella-like (M-Gia) protocol, which considers additional parameters to improve consistency in mobile P2P networks.

Citation

Alharbi, H., & Hussain, A. (2015, March). An Agent-Based Approach for Modelling Peer to Peer Networks. Presented at 2015 17th UKSim-AMSS International Conference on Modelling and Simulation (UKSim), Cambridge, UK

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 2015 17th UKSim-AMSS International Conference on Modelling and Simulation (UKSim)
• Start Date: Mar 25, 2015
• Online Publication Date: Sep 26, 2016
• Publication Date: 2016
• Deposit Date: Oct 7, 2019
• Publisher: Institute of Electrical and Electronics Engineers
• Pages: 532-537
• Book Title: 2015 17th UKSim-AMSS International Conference on Modelling and Simulation (UKSim)
• DOI: https://doi.org/10.1109/UKSim.2015.47
• Keywords: Peer-to-Peer, Gnutella, Agent-based modeling, Net Logo
• Public URL: http://researchrepository.napier.ac.uk/Output/1792631