Title :
A Novel Search Algorithm Utilizing High Degree Nodes
Author :
Yuan, Fuyong ; Liu, Jian ; Yin, Chunxia ; Liang, Shunpan ; Shen, Nan
Author_Institution :
Yanshan Univ., Qinhuangdao
Abstract :
Unstructured Peer-to-Peer networks, such as Gnutella, are popular for certain applications because they do not require centralized directories and precise control over network topology or data placement. However, the network topology and the placement of files in the unstructured P2P networks are largely unconstrained. Hence, it is important to apply efficient search algorithm for locating resource. Unstructured P2P topology has power-law characteristic in the link distribution, so this paper presents a replication-spread mechanism for resource location utilizing high degree nodes. Based on this spread mechanism, we proposed a novel search method which combined the high degree walk method and random walk method. Finally, the simulation results show that the method can achieve high success rates, reduce the search traffic, and also balance the load in the power-law networks.
Keywords :
peer-to-peer computing; search problems; telecommunication network topology; high degree nodes; high degree walk method; link distribution; network topology; power-law characteristic; power-law networks; random walk method; replication-spread mechanism; resource location; search algorithm; search traffic reduction; unstructured P2P networks; unstructured peer-to-peer networks; Data engineering; Educational institutions; Educational technology; Information science; Modems; Network topology; Peer to peer computing; Search methods; Telecommunication traffic; Traffic control; Gnutella; high degree nodes; power-law; search algorithm; unstructured P2P networks;
Conference_Titel :
Communications and Networking in China, 2007. CHINACOM '07. Second International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1009-5
Electronic_ISBN :
978-1-4244-1009-5
DOI :
10.1109/CHINACOM.2007.4469324