Presentation | 2010-02-05 Valuable Properties in Spatial Clustering of End-to-End Delay Space Marat ZHANIKEEV, Yoshiro OKADA, Yoshiaki TANAKA, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Mathematical statistics offers many methods for clustering of arbitrary sets. In most cases, however, the number of clusters has to be known in advance (k-means). Some recent advances in clustering theory resulted in methods like mclust (R package), which automatically detects the best number of clusters for a given set. Apart from mathematical value, clustering of end-to-end delay space has unique properties which can be exploited when separating arbitrary sets of nodes into clusters separated in space. This paper looks into some of these properties. Results of this research can be used for generating temporary community networks in scale-free and/or unknown topologies. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | end-to-end delay / network embedding / tomography / topology / clustering |
Paper # | IN2009-142 |
Date of Issue |
Conference Information | |
Committee | IN |
---|---|
Conference Date | 2010/1/28(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Information Networks (IN) |
---|---|
Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Valuable Properties in Spatial Clustering of End-to-End Delay Space |
Sub Title (in English) | |
Keyword(1) | end-to-end delay |
Keyword(2) | network embedding |
Keyword(3) | tomography |
Keyword(4) | topology |
Keyword(5) | clustering |
1st Author's Name | Marat ZHANIKEEV |
1st Author's Affiliation | School of International Liberal Studies, Waseda University() |
2nd Author's Name | Yoshiro OKADA |
2nd Author's Affiliation | Global Information and Telecommunication Institute, Waseda University |
3rd Author's Name | Yoshiaki TANAKA |
3rd Author's Affiliation | Global Information and Telecommunication Institute, Waseda University:Research Institute for Science and Engineering, Waseda University |
Date | 2010-02-05 |
Paper # | IN2009-142 |
Volume (vol) | vol.109 |
Number (no) | 411 |
Page | pp.pp.- |
#Pages | 4 |
Date of Issue |