计算机科学与技术

结构化覆盖网络CayDHT 的复杂搜索算法

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  • 1.华南理工大学 计算机科学与工程学院,广东 广州 510006;2.华南理工大学 软件学院,广东 广州 510006; 3. 华南理工大学 电子与信息学院,广东 广州 510640
梁活民(1980-) ,男,博士生,主要从事网络虚拟化、并行与分布计算研究.

收稿日期: 2011-04-07

  修回日期: 2011-04-15

  网络出版日期: 2011-09-01

基金资助

国家自然科学基金资助项目( 61170313, 61103037) ; 博士后科学基金资助项目( 20110490883)

Complex Search Algorithm for Structured Overlay Network CayDHT

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  • 1. School of Computer Science and Engineering,South China University of Technology,Guangzhou 510006,Guangdong,China; 2. School of Software Engineering,South China University of Technology,Guangzhou 510006,Guangdong,China; 3. School of Electronic and Information Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
梁活民(1980-) ,男,博士生,主要从事网络虚拟化、并行与分布计算研究.

Received date: 2011-04-07

  Revised date: 2011-04-15

  Online published: 2011-09-01

Supported by

国家自然科学基金资助项目( 61170313, 61103037) ; 博士后科学基金资助项目( 20110490883)

摘要

CayDHT 是一种基于Cayley 图的常数度结构化对等覆盖网络,对于精确的单关键字搜索效率非常高,但不支持不限定搜索形式的复杂搜索.通过分析CayDHT 的拓扑性质,提出了一种基于虚拟搜索树的复杂搜索算法VTCS.该算法无需维护额外的树结构,根据消息参数就可以获得下一跳节点的地址.理论分析表明该算法可以在O( logN) 的时间复杂度内完成无冗余消息的搜索.仿真实验比较了Flooding、RW 和VTCS,结果表明VTCS是较为合理的方案.

本文引用格式

梁活民 肖文俊 魏文红 . 结构化覆盖网络CayDHT 的复杂搜索算法[J]. 华南理工大学学报(自然科学版), 2011 , 39(10) : 84 -89 . DOI: 10.3969/j.issn.1000-565X.2011.10.015

Abstract

CayDHT is a constant-degree structured peer-to-peer overlay network based on Cayley graph,and it is very efficient in accurate single keyword search but does not support complex searches with unrestricted form. In this paper,by analyzing the topological properties of CayDHT,a virtual tree-based complex search ( VTCS) algorithm is proposed,which needs no maintenance of the extra tree structure and can obtain the address of the next hop only according to the parameters inside the messages. Theoretical analyses indicate that the proposed algorithm can complete the search without redundant messages within O( logN) hops. Simulation results show that VTCS is more reasonable than Flooding and RW.

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