Modeling and simulating semantic social overlay peer-to-peer systems.

The complexity of Peer-to-Peer (P2P) systems makes their analytical evaluation complicated. To conquer this problem, simulation studies are usually used to evaluate such systems. However, evolution of P2P systems, from simply a Gnutella-like network to advanced overlays, makes their comparison diffi...

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Main Authors: Modaressi, Amir, Mamat, Ali, Ibrahim, Hamidah, Mustapha, Norwati
Format: Article
Language:English
English
Published: Asian Network for Scientific Information 2009
Online Access:http://psasir.upm.edu.my/id/eprint/15660/
http://psasir.upm.edu.my/id/eprint/15660/1/Modeling%20and%20simulating%20semantic%20social%20overlay%20peer.pdf
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author Modaressi, Amir
Mamat, Ali
Ibrahim, Hamidah
Mustapha, Norwati
author_facet Modaressi, Amir
Mamat, Ali
Ibrahim, Hamidah
Mustapha, Norwati
author_sort Modaressi, Amir
building UPM Institutional Repository
collection Online Access
description The complexity of Peer-to-Peer (P2P) systems makes their analytical evaluation complicated. To conquer this problem, simulation studies are usually used to evaluate such systems. However, evolution of P2P systems, from simply a Gnutella-like network to advanced overlays, makes their comparison difficult in a similar condition. Using different inputs, outputs and datasets is the main cause of this problem. On the other hand, network simulators cannot be used for such systems because of high scalability and dynamicity of P2P systems. Most network simulators can simulate few nodes in high detail without considering dynamicity of systems. In this study, a generic model, parameters and datasets are presented and used to design a flow-based P2P simulator with the capability of implementing different P2P protocols to simplify the evaluation of P2P systems. Then, the behavior of a semantic social overlay P2P system is investigated and compared with two various types of overlays, namely random and interest-based systems to show the applicability of the simulator. Although three different types of overlays have been chosen, the generic model and selected parameters used in the proposed simulator provide a uniform environment to evaluate and compare different types of overlays in similar conditions.
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spelling upm-156602015-10-22T23:44:13Z http://psasir.upm.edu.my/id/eprint/15660/ Modeling and simulating semantic social overlay peer-to-peer systems. Modaressi, Amir Mamat, Ali Ibrahim, Hamidah Mustapha, Norwati The complexity of Peer-to-Peer (P2P) systems makes their analytical evaluation complicated. To conquer this problem, simulation studies are usually used to evaluate such systems. However, evolution of P2P systems, from simply a Gnutella-like network to advanced overlays, makes their comparison difficult in a similar condition. Using different inputs, outputs and datasets is the main cause of this problem. On the other hand, network simulators cannot be used for such systems because of high scalability and dynamicity of P2P systems. Most network simulators can simulate few nodes in high detail without considering dynamicity of systems. In this study, a generic model, parameters and datasets are presented and used to design a flow-based P2P simulator with the capability of implementing different P2P protocols to simplify the evaluation of P2P systems. Then, the behavior of a semantic social overlay P2P system is investigated and compared with two various types of overlays, namely random and interest-based systems to show the applicability of the simulator. Although three different types of overlays have been chosen, the generic model and selected parameters used in the proposed simulator provide a uniform environment to evaluate and compare different types of overlays in similar conditions. Asian Network for Scientific Information 2009 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/15660/1/Modeling%20and%20simulating%20semantic%20social%20overlay%20peer.pdf Modaressi, Amir and Mamat, Ali and Ibrahim, Hamidah and Mustapha, Norwati (2009) Modeling and simulating semantic social overlay peer-to-peer systems. Journal of Applied Sciences, 9 (19). pp. 3547-3554. ISSN 1812-5654; ESSN: 1812-5662 English
spellingShingle Modaressi, Amir
Mamat, Ali
Ibrahim, Hamidah
Mustapha, Norwati
Modeling and simulating semantic social overlay peer-to-peer systems.
title Modeling and simulating semantic social overlay peer-to-peer systems.
title_full Modeling and simulating semantic social overlay peer-to-peer systems.
title_fullStr Modeling and simulating semantic social overlay peer-to-peer systems.
title_full_unstemmed Modeling and simulating semantic social overlay peer-to-peer systems.
title_short Modeling and simulating semantic social overlay peer-to-peer systems.
title_sort modeling and simulating semantic social overlay peer-to-peer systems.
url http://psasir.upm.edu.my/id/eprint/15660/
http://psasir.upm.edu.my/id/eprint/15660/1/Modeling%20and%20simulating%20semantic%20social%20overlay%20peer.pdf