A Systematic Review of File Sharing in Mobile Devices Using Peer-To-Peer Systems

Yasin, Waheed; Ibrahim, Hamidah; Hamid, Nor Asilah Wati Abdul; Udzir, Nur Izura

doi:10.5539/cis.v4n1p28

Cited by 3 publications

(2 citation statements)

References 17 publications

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“…In the work of Sripanidkulchai and Zhang (2005), an algorithm called interest-based shortcuts has been proposed based on Gnutella peer-to-peer system (Yasin et al, 2011). This algorithm takes into account peers' interests where media objects are organized logically according to their interests over the existing network.…”

Section: Literature Reviewmentioning

confidence: 99%

“…The proposed approaches take the advantages of both client-server and peerto-peer systems where peers' caches contents are shared in order to enhance the performance of the web caching policy. There are two different ways for configuring a peer-to-peer system that are unstructured peer-to-peer system and structured peer-to-peer system (Xu et al, 2010;Yasin et al, 2011;Yasin et al, 2013). In this work, a structured peer-to-peer system is adopted where a pre-existing infrastructure such as having access points is required.…”

Section: Proposed Approachesmentioning

confidence: 99%

See 1 more Smart Citation

Intelligent Cooperative Web Caching Policies for Media Objects Based on J48 Decision Tree and Naïve Bayes Supervised Machine Learning Algorithms in Structured Peer-to-Peer Systems

Ibrahim

Yasin

Udzir

et al. 2016

JICT

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Web caching plays a key role in delivering web items to end users in World Wide Web (WWW). On the other hand, cache size is considered as a limitation of web caching. Furthermore, retrieving the same media object from the origin server many times consumes the network bandwidth. Furthermore, full caching for media objects is not a practical solution and consumes cache storage in keeping few media objects because of its limited capacity. Moreover, traditional web caching policies such as Least Recently Used (LRU), Least Frequently Used (LFU), and Greedy Dual Size (GDS) suffer from caching pollution (i.e. media objects that are stored in the cache are not frequently visited which negatively affects on the performance of web proxy caching). In this work, intelligent cooperative web caching approaches based on J48 decision tree and Naïve Bayes (NB) supervised machine learning algorithms are presented. The proposed approaches take the advantages of structured peer-to-peer systems where the contents of peers' caches are shared using Distributed Hash Table (DHT) in order to enhance the performance of the web caching policy. The performance of the proposed approaches is evaluated by running a trace-driven simulation on a dataset that is collected from IRCache network. The results demonstrate that the new proposed policies improve the performance of traditional web caching policies that are LRU, LFU, and GDS in terms of Hit

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Section: Literature Reviewmentioning

confidence: 99%

Section: Proposed Approachesmentioning

confidence: 99%

Intelligent Cooperative Web Caching Policies for Media Objects Based on J48 Decision Tree and Naïve Bayes Supervised Machine Learning Algorithms in Structured Peer-to-Peer Systems

Ibrahim

Yasin

Udzir

et al. 2016

JICT

Self Cite

View full text Add to dashboard Cite

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An Overview of Media Streams Caching in Peer-to-Peer Systems

Yasin

Ibrahim

Udzir

et al. 2013

The Computer Journal

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Nowadays, the idea of media contents streaming through the Internet has become a very important issue. On the other hand, full caching for media objects is not a practical solution and leads to consume the cache storage in keeping few media objects because of its limited capacity. Furthermore, repeated traffic which is being sent to clients wastes the network bandwidth. Thus, utilizing the bandwidth of the network is considered as an important objective for network administrators. Media objects have some characteristics that have to be considered when a caching algorithm is going to be performed. In this paper, recent approaches that have been proposed for media streams caching in peer-to-peer systems are reviewed.

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