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題名 Affinity Propagation with file similarity based clustering for P2P file sharing in VANET
作者 Jang, Hung-Chin;Tzeng, Li-Ji
張宏慶;曾立吉
貢獻者 資科系
關鍵詞 Adaptive clusters; Affinity propagation; Average numbers; Broadcasting applications; Cluster architecture; Cluster head; Cluster management; Cluster-based; Clustering architecture; Hit ratio; Overlay structures; P2P file sharing; Peer to peer; Time interval; Traffic densities; VANET; Multimedia systems; Network performance; Vehicular ad hoc networks; Distributed computer systems
日期 2012
上傳時間 17-四月-2015 14:02:45 (UTC+8)
摘要 Vehicular Ad-hoc Network (VANET) has been widely discussed and many issues have been identified these years. Due to VANET`s rapid change of structure and unstable properties, many studies proposed to use clustering architecture to improve network performance. However, most of the cluster architectures are suitable only for broadcasting applications and not applicable to p2p file sharing. In this paper, we propose a File-based Affinity Propagation Cluster (FAPC) that has the joint advantages of movement similarity and file similarity. Besides, FAPC uses adaptive cluster head election time to determine the most appropriate cluster time interval to elect cluster head adapting to traffic density. FAPC is proved to be applicable to p2p file sharing in VANET. Simulations results show that FAPC outperforms both Shea`s APROVE [1] and Taleb`s Social Cluster-based Overlay Structure [2] in terms of query hit ratio, retrieved file ratio, average number of clusters and average cluster head duration. © 2012 NiCT.
關聯 International Symposium on Wireless Personal Multimedia Communications, WPMC, 70-74
資料類型 conference
dc.contributor 資科系
dc.creator (作者) Jang, Hung-Chin;Tzeng, Li-Ji
dc.creator (作者) 張宏慶;曾立吉zh_TW
dc.date (日期) 2012
dc.date.accessioned 17-四月-2015 14:02:45 (UTC+8)-
dc.date.available 17-四月-2015 14:02:45 (UTC+8)-
dc.date.issued (上傳時間) 17-四月-2015 14:02:45 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/74667-
dc.description.abstract (摘要) Vehicular Ad-hoc Network (VANET) has been widely discussed and many issues have been identified these years. Due to VANET`s rapid change of structure and unstable properties, many studies proposed to use clustering architecture to improve network performance. However, most of the cluster architectures are suitable only for broadcasting applications and not applicable to p2p file sharing. In this paper, we propose a File-based Affinity Propagation Cluster (FAPC) that has the joint advantages of movement similarity and file similarity. Besides, FAPC uses adaptive cluster head election time to determine the most appropriate cluster time interval to elect cluster head adapting to traffic density. FAPC is proved to be applicable to p2p file sharing in VANET. Simulations results show that FAPC outperforms both Shea`s APROVE [1] and Taleb`s Social Cluster-based Overlay Structure [2] in terms of query hit ratio, retrieved file ratio, average number of clusters and average cluster head duration. © 2012 NiCT.
dc.format.extent 176 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) International Symposium on Wireless Personal Multimedia Communications, WPMC, 70-74
dc.subject (關鍵詞) Adaptive clusters; Affinity propagation; Average numbers; Broadcasting applications; Cluster architecture; Cluster head; Cluster management; Cluster-based; Clustering architecture; Hit ratio; Overlay structures; P2P file sharing; Peer to peer; Time interval; Traffic densities; VANET; Multimedia systems; Network performance; Vehicular ad hoc networks; Distributed computer systems
dc.title (題名) Affinity Propagation with file similarity based clustering for P2P file sharing in VANET
dc.type (資料類型) conferenceen