TY - GEN
T1 - Distributed routing in networks using affinity propagation
AU - Shamaiah, Manohar
AU - Lee, Sang Hyun
AU - Vishwanath, Sriram
AU - Vikalo, Haris
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
KW - Affinity propagation
KW - Distributed routing
UR - http://www.scopus.com/inward/record.url?scp=80051643196&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80051643196&partnerID=8YFLogxK
U2 - 10.1109/ICASSP.2011.5946298
DO - 10.1109/ICASSP.2011.5946298
M3 - Conference contribution
AN - SCOPUS:80051643196
SN - 9781457705397
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 3036
EP - 3039
BT - 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings
T2 - 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011
Y2 - 22 May 2011 through 27 May 2011
ER -