Survey on similarity measurement of peers in P2P systems

In P2P systems, peers are often organized by similarity, trying to ensure the content that any peer needs be found in peers who are in short connections with them to improve the efficiency of searching resources which become popular and difficult in P2P field. First, the background of P2P systems and typical applications are introduced. Then the concept of peer similarity and similarity degree are stated as well as current models. After that, a comprehensive induction on similarity measurement of peers is given, and typical methods were summed up. Finally challenges on similarity measurement are discussed and future research trend of similarity measure on peer sets is also summarized.

[1]  Fabrizio Silvestri,et al.  Challenges in designing an interest-based distributed aggregation of users in P2P systems , 2009, 2009 International Conference on Ultra Modern Telecommunications & Workshops.

[2]  Kate Ching-Ju Lin,et al.  Enabling Search and Similarity Search in Small-World-based P2P Systems , 2007, 2007 16th International Conference on Computer Communications and Networks.

[3]  Tan Yi-hong Research and implementation on searching mechanism based on interest mining in unstructured P2P systems , 2006 .

[4]  Xie Jing Search Algorithm Based on User Interest-proximity Measurement , 2008 .

[5]  Mingchu Li,et al.  Trust Similarity Measure in Trust Model for P2P Networks , 2008, 2008 IEEE/IFIP International Conference on Embedded and Ubiquitous Computing.

[6]  Ian T. Foster,et al.  Locating Data in (Small-World?) Peer-to-Peer Scientific Collaborations , 2002, IPTPS.

[7]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[8]  Gerard Salton,et al.  A vector space model for automatic indexing , 1975, CACM.

[9]  Hongfeng Sun,et al.  A new keyword-based similarity measuring model on peer groups in peer-to-peer networks , 2012, 2012 2nd International Conference on Consumer Electronics, Communications and Networks (CECNet).

[10]  Jie Xu,et al.  Self-Organization of Autonomous Peers with Human Strategies , 2008, 2008 Third International Conference on Internet and Web Applications and Services.

[11]  Qingwei Shi,et al.  A Protocol for Text Retrieval in Structured P2P Networks , 2010, 2010 International Conference on Biomedical Engineering and Computer Science.

[12]  John Riedl,et al.  GroupLens: an open architecture for collaborative filtering of netnews , 1994, CSCW '94.

[13]  Bruce M. Maggs,et al.  Efficient content location using interest-based locality in peer-to-peer systems , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[14]  Fu Yan Similarity Algorithm Based on User's Common Neighbors and Grade Information , 2010 .

[15]  Tao Li,et al.  A NMF-based Collaborative Filtering Recommendation Algorithm , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[16]  Matteo Dell'Amico Mapping Small Worlds , 2007 .

[17]  Tian Cong,et al.  Solving Einstein's Puzzle with SAT , 2010 .

[18]  Ge Yu,et al.  Similarity-Based Semantics Searching in Super-Peer Network Model , 2010, 2010 International Conference on Internet Technology and Applications.

[19]  Li Ming-lu Research of Using Interest-Subnet Grouping Algorithm and Improvement on Content Location of Gnutella , 2004 .

[20]  John Riedl,et al.  Item-based collaborative filtering recommendation algorithms , 2001, WWW '01.

[21]  Dick H. J. Epema,et al.  The Design and Evaluation of a Self-Organizing Superpeer Network , 2010, IEEE Transactions on Computers.

[22]  Kate Ching-Ju Lin,et al.  SocioNet: A Social-Based Multimedia Access System for Unstructured P2P Networks , 2010, IEEE Transactions on Parallel and Distributed Systems.

[23]  Cheng-Fu Chou,et al.  Distributed Social-based Overlay Adaptation for Unstructured P2P Networks , 2007, 2007 IEEE Global Internet Symposium.

[24]  Lu Liu,et al.  Evolution of Social Models in Peer-to-Peer Networking: Towards Self-Organising Networks , 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

[25]  Feng Li,et al.  A Novel Super-Peer Based Trust Model for Peer-to-Peer Networks: A Novel Super-Peer Based Trust Model for Peer-to-Peer Networks , 2010 .

[26]  Zhan Xiao-juan Research of the Network Model Based on User Correlation in P2P Content Distribution Networks , 2010 .

[27]  Peng Xiao MCAN:A Scalable Modified Content-Addressable Network , 2004 .

[28]  Matteo Dell'Amico,et al.  Mapping Small Worlds , 2007, Seventh IEEE International Conference on Peer-to-Peer Computing (P2P 2007).

[29]  He Zhang,et al.  Research on Searching Mechanism Based on Interest in Kademlia , 2009, 2009 Ninth International Conference on Hybrid Intelligent Systems.

[30]  He Lian P2P Overlay Network Clustering Service , 2010 .

[31]  Huang Yong Strategy of Content Location of P2P Based on the Social Network , 2010 .