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Improved Search Efficiency in Unstructured Peer to Peer Networks Using Search Result Path Caching

机译:使用搜索结果路径缓存提高非结构化点对点网络中的搜索效率

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The huge popularity of recent Peer-to-Peer (P2P) file sharing systems has been mainly driven by the scalability of their architectures and the flexibility of their search facilities. Such systems are usually designed as Unstructured P2P networks. So, designing an efficient search algorithm is a key challenge in unstructured peer-to-peer networks due to the unstructured paradigm. In this study, we proposed a Search Result Path Caching algorithm (SRPC). The proposed scheme combines the Dynamic Search (DS) algorithm and result path caching for effective search. This proposed algorithm takes the advantages from dynamic search and path caching technique works with the queried results. After the successful discovery of results the queries are returned to originator, according to our proposed algorithm the originator will stores the results for future references. In future stored references are used to search the information without querying the overall network. We analyze the performance of our algorithm based on some performance metrics including the success rate, search time and search efficiency. The numerical results shows that the proposed SRPC algorithm performs about 5 times better than DS, 125 times better than flooding and 275 times better than Random Walk (RW) in power-law graphs.
机译:最近的点对点(P2P)文件共享系统的巨大普及主要是由于其体系结构的可伸缩性和其搜索工具的灵活性。这样的系统通常被设计为非结构化P2P网络。因此,由于非结构化范例,设计有效的搜索算法是非结构化对等网络中的关键挑战。在这项研究中,我们提出了一种搜索结果路径缓存算法(SRPC)。所提出的方案结合了动态搜索(DS)算法和结果路径缓存以进行有效搜索。该算法具有动态搜索的优势,并且路径缓存技术可与查询结果一起使用。成功发现结果后,查询将返回给始发者,根据我们提出的算法,始发者将存储结果以供将来参考。将来,将使用存储的参考来搜索信息,而无需查询整个网络。我们基于一些性能指标(包括成功率,搜索时间和搜索效率)来分析算法的性能。数值结果表明,所提出的SRPC算法在幂律图中的性能比DS好约5倍,比泛洪好125倍,比随机游走(RW)好275倍。

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