Distributed routing in networks using affinity propagation

Manohar Shamaiah, Sang Hyun Lee, Sriram Vishwanath, Haris Vikalo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This paper applies affinity propagation (AP) to develop distributed solutions for routing over networks. AP is a message passing algorithm for unsupervised learning. This paper demonstrates that AP can be generalized and applied to a wide class of problems in networking. In particular, AP can be used to develop distributed routing mechanisms for networks. Simulation results demonstrate that the proposed schemes compare favorably with the existing methods.

Original languageEnglish
Title of host publication2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings
Pages3036-3039
Number of pages4
DOIs
Publication statusPublished - 2011 Aug 18
Externally publishedYes
Event36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Prague, Czech Republic
Duration: 2011 May 222011 May 27

Publication series

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)1520-6149

Other

Other36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011
CountryCzech Republic
CityPrague
Period11/5/2211/5/27

Fingerprint

Unsupervised learning
Message passing

Keywords

  • Affinity propagation
  • Distributed routing

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Shamaiah, M., Lee, S. H., Vishwanath, S., & Vikalo, H. (2011). Distributed routing in networks using affinity propagation. In 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings (pp. 3036-3039). [5946298] (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2011.5946298

Distributed routing in networks using affinity propagation. / Shamaiah, Manohar; Lee, Sang Hyun; Vishwanath, Sriram; Vikalo, Haris.

2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. p. 3036-3039 5946298 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shamaiah, M, Lee, SH, Vishwanath, S & Vikalo, H 2011, Distributed routing in networks using affinity propagation. in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings., 5946298, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3036-3039, 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 11/5/22. https://doi.org/10.1109/ICASSP.2011.5946298
Shamaiah M, Lee SH, Vishwanath S, Vikalo H. Distributed routing in networks using affinity propagation. In 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. p. 3036-3039. 5946298. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2011.5946298
Shamaiah, Manohar ; Lee, Sang Hyun ; Vishwanath, Sriram ; Vikalo, Haris. / Distributed routing in networks using affinity propagation. 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. pp. 3036-3039 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
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