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DC Field | Value | Language |
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dc.contributor.author | Wang, F | - |
dc.contributor.author | Sun, Y | - |
dc.date.accessioned | 2014-08-26T09:13:44Z | - |
dc.date.available | 2014-08-26T09:13:44Z | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | Computational Intelligence, 24(3), 213 - 233, 2008 | en_US |
dc.identifier.issn | 0824-7935 | - |
dc.identifier.uri | http://onlinelibrary.wiley.com/doi/10.1111/j.1467-8640.2008.00328.x/abstract | en |
dc.identifier.uri | http://bura.brunel.ac.uk/handle/2438/8944 | - |
dc.description | This is the author's accepted manuscript. The final published article is available from the link below. Copyright @ 2008 The Authors. | en_US |
dc.description.abstract | Peer-to-peer (P2P) systems provide a new solution to distributed information and resource sharing because of its outstanding properties in decentralization, dynamics, flexibility, autonomy, and cooperation, summarized as DDFAC in this paper. After a detailed analysis of the current P2P literature, this paper suggests to better exploit peer social relationships and peer autonomy to achieve efficient P2P structure design. Accordingly, this paper proposes Self-organizing peer-to-peer social networks (SoPPSoNs) to self-organize distributed peers in a decentralized way, in which neuron-like agents following extended Hebbian rules found in the brain activity represent peers to discover useful peer connections. The self-organized networks capture social associations of peers in resource sharing, and hence are called P2P social networks. SoPPSoNs have improved search speed and success rate as peer social networks are correctly formed. This has been verified through tests on real data collected from the Gnutella system. Analysis on the Gnutella data has verified that social associations of peers in reality are directed, asymmetric and weighted, validating the design of SoPPSoN. The tests presented in this paper have also evaluated the scalability of SoPPSoN, its performance under varied initial network connectivity and the effects of different learning rules. | en_US |
dc.description.sponsorship | National Natural Science of Foundation of China | en_US |
dc.language.iso | en | en_US |
dc.publisher | Wiley | en_US |
dc.subject | Peer-to-peer | en_US |
dc.subject | Agents | en_US |
dc.subject | Hebbian learning | en_US |
dc.subject | Self-organizing | en_US |
dc.subject | Social networks | en_US |
dc.subject | Algorithms | en_US |
dc.subject | Design | en_US |
dc.title | Self-organizing peer-to-peer social networks | en_US |
dc.type | Article | en_US |
dc.identifier.doi | http://dx.doi.org/10.1111/j.1467-8640.2008.00328.x | - |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Computer Science | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Computer Science/Computer Science | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups/Centre for Research into Entrepreneurship, International Business and Innovation in Emerging Markets | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute for Ageing Studies | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute of Cancer Genetics and Pharmacogenomics | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Centre for Systems and Synthetic Biology | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Information Systems, Computing and Mathematics - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Information Systems, Computing and Mathematics - URCs and Groups/Multidisclipary Assessment of Technology Centre for Healthcare (MATCH) | - |
Appears in Collections: | Computer Science Dept of Computer Science Research Papers |
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