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Cluster-Based Reputation Model in Peer-to-Peer Network
2011
International Journal of Machine Learning and Computing
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Nowadays, Peer-to-Peer network represents a large portion of internet traffic, and becomes fundamental data sources. ...
Simulation results showed that the proposed model improved the security, reduced the network traffic, and enhanced stability of cluster. ...
INTRODUCTION Peer-to-Peer (P2P) networks are self-configuring networks with minimal or no central control [1] . ...
doi:10.7763/ijmlc.2011.v1.54
fatcat:6chez44nyrgixkwrufxogczhka
Modeling Peer-To-Peer Networks With Interest-Based Clusters
2007
Zenodo
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In the world of Peer-to-Peer (P2P) networking different protocols have been developed to make the resource sharing or information retrieval more efficient. ...
In this paper we describe a mathematical model for the Gnutella and SemPeer protocols that captures clustering-related issues, followed by a proposition to modify the SemPeer protocol to achieve moderate ...
The Peer-to-Peer approach enables to make information retrieval more efficient using a model well-known from the everyday life. ...
doi:10.5281/zenodo.1081323
fatcat:ft67pypa2ngnffmcmqtzzgpdpy
Semantic Overlay Clusters within Super-Peer Networks
[chapter]
2004
Lecture Notes in Computer Science
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We introduce the concept of semantic overlay clusters (SOC) for super-peer networks enabling a controlled distribution of peers to clusters. ...
When joining information provider peers to a peer-to-peer network, an arbitrary distribution is sub-optimal. ...
Other systems do also use peer models to improve the peer-to-peer network characteristics. ...
doi:10.1007/978-3-540-24629-9_4
fatcat:pynik6j5gnflxbheiuavdt2fjm
Decentralized Clustering In Pure P2P Overlay Networks Using Schelling's Model
2007
2007 IEEE International Conference on Communications
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The peers lack of a global awareness of the overlay network's topology in a P2P network makes it difficult to develop algorithms for clustering peers. ...
The proposed clustering algorithms are easy to implement, are not designed for clustering on a specific criteria and do not require separate algorithms to handle the flux of peers on the overlay network ...
The distance based clustering algorithms (e.g., [5] , [3] and [4] ) are optimized to cluster peers that are close to each other on the underlying physical network. ...
doi:10.1109/icc.2007.310
dblp:conf/icc/SinghH07
fatcat:rnc5inhvzbh5peji5pjnh2mflq
Peer-to-Peer contents delivery system considering network distance
2011
2011 13th Asia-Pacific Network Operations and Management Symposium
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In this system, to decrease waste, peers on the P2P file-sharing network prioritize nearby peers when obtaining files. ...
Peers search for other peers that have desired files using clusters, based on network distance and trend of contents which a peer has. ...
P2P NETWORK MODEL The P2P network model requires no server management or maintenance because it has no servers. Therefore, the P2P network model is not as expensive as a client-server model. ...
doi:10.1109/apnoms.2011.6076991
dblp:conf/apnoms/OkuboU11
fatcat:vgiqccspfvh4lm5sedmzmkkh5q
The Effect of Sub Communities in a Community-Based Peer-to-Peer Model Based on Social Networks
2008
2008 Third International Conference on Internet and Web Applications and Services
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Improving search performance is an important issue in peer-to-peer (P2P) network systems. The structure of underlying models has a direct effect on the performance of the search algorithms. ...
A simulation of the model shows lower path and better clustering than a random network. ...
As stated previously in section 1, each dense cluster in the network is connected to few other clusters. ...
doi:10.1109/iciw.2008.93
dblp:conf/iciw/ModarresiMIM08
fatcat:n3vibmalmzgczbcyr6lm4nbeea
Studying Search Networks with SIL
[chapter]
2003
Lecture Notes in Computer Science
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We present a general model, called the Search Index Link SIL model, for studying peer-to-peer search networks. This model allows us to analyze and visualize existing network architectures. ...
It also allows us to discover novel architectures that have desirable properties. Finally, it can be used as a starting point for developing new network construction techniques. ...
The Search Index Link model A primary goal of a peer-to-peer search network is to allow member peers to search for and retrieve content stored at other peers. ...
doi:10.1007/978-3-540-45172-3_20
fatcat:sjyh7fob5vhuppn2jeednhtrsu
Satrap: Data and Network Heterogeneity Aware P2P Data-Mining
[chapter]
2010
Lecture Notes in Computer Science
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A P2P network where numerous users come together to share resources like data content, bandwidth, storage space and CPU resources is an excellent platform for distributed classification. ...
., 1) location of the peers which results in variable communication cost and 2) heterogeneity of the peers' data which can help reduce redundant communication. ...
Every super-peer clusters its data, and sends its cluster information (called Knowledge Spheres, c.f. Section 3.1) to other super-peers. ...
doi:10.1007/978-3-642-13672-6_7
fatcat:z536pgm5qvb4nesv5hypobxygu
SIL: Modeling and Measuring Scalable Peer-to-Peer Search Networks
[chapter]
2004
Lecture Notes in Computer Science
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The popularity of peer-to-peer search networks continues to grow, even as the limitations to the scalability of existing systems become apparent. ...
Using analytical and simulation results, we argue that one new organization, parallel search clusters, is superior to existing supernode networks in many cases. ...
Thus, cluster networks, suggested by our SIL model, are a useful alternative to supernode networks for peer-to-peer search. ...
doi:10.1007/978-3-540-24629-9_2
fatcat:6jnd56lcqreqzdoohpvdhz3sku
A Dependable Cluster Based Topology in P2P Networks
2010
Journal of Communications
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Srikant. ”Modeling and performance analysis of
bittorrentlike peer-to-peer networks”, Proc. ...
of Peer-To-Peer File Sharing Systems”, Multimedia Computing and
Since the strategy in our model is to download the Networking 2002 (MMCN 02), San Jose, USA, January 2002.
chunks held ...
doi:10.4304/jcm.5.1.57-62
fatcat:kqyhcl7nbfc4lgyqo6vr57hei4
SIL: A model for analyzing scalable peer-to-peer search networks
2006
Computer Networks
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The popularity of peer-to-peer search networks continues to grow, even as limitations to the scalability of existing systems become apparent. ...
At the same time, a cluster network has better fault tolerance than, and similar search latency to, a supernode network. ...
These conclusions point to the SIL model as a useful framework for analyzing peer-to-peer search networks. ...
doi:10.1016/j.comnet.2005.09.018
fatcat:rdyzwgz4kzhjhnwpsrros7lsfy
CBT: A proximity-aware peer clustering system in large-scale BitTorrent-like peer-to-peer networks
2008
Computer Communications
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To improve the file sharing performance, we propose a hierarchical architecture to group peers into clusters according to their proximity in the underlying overlay network in such a way that clusters are ...
evenly distributed and that the peers within each cluster are relatively close to each other. ...
We develop a fluid model with two clusters to compare the performance of the proposed CBT system with a original BitTorrent system. ...
doi:10.1016/j.comcom.2007.08.020
fatcat:jvnva3ipgraenikrjzasgxvmhy
Distributed content-based visual information retrieval system on peer-to-peer networks
2004
ACM Transactions on Information Systems
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Specifically, we propose a Firework Query Model for distributed information retrieval, which aims to reduce the network traffic of query passing in the network. ...
In this article, we present our design and implementation of DISCOVIR: DIStributed COntent-based Visual Information Retrieval system using the Peer-to-Peer (P2P) Network. ...
ACKNOWLEDGMENTS The authors would like to thank the reviewers for their valuable comments and suggestions. ...
doi:10.1145/1010614.1010619
fatcat:hphx5x44xbfz5dolgk7en65qlm
Automatic Document Organization in a P2P Environment
[chapter]
2006
Lecture Notes in Computer Science
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This paper describes an efficient method to construct reliable machine learning applications in peer-to-peer (P2P) networks by building ensemble based meta methods. ...
Our approach is to combine models from multiple peers and to construct the advanced decision model that takes the generalization performance of multiple 'local' peer models into account. ...
To connect a new peer to the network one needs only one living address. ...
doi:10.1007/11735106_24
fatcat:orxh7gplqnb3pdf57zkxwshxiy
On Studying P2P Topology Based on Modified Fuzzy Adaptive Resonance Theory
[chapter]
2006
Lecture Notes in Computer Science
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not only to categorize peers so that all the peers in a cluster were semantically similar, but, more important, to construct the P2P topology into small-world network structure. ...
Considering vast and miscellaneous contents in P2P system, intelligent P2P network topology is required to route queries to a relevant subset of peers. ...
Semantic Overlay Network (SONs) [5] used static profile to organize P2P networks to improve search in P2P data-sharing networks by clustering peers with semantically similar contents. ...
doi:10.1007/11816171_50
fatcat:6ueq6lzm2rcc7eiordwt7kk3em
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