A Fuzzy Approach for Network Bandwidth Management

8th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013): Proceedings 2013
Jūlija Asmuss, Gunārs Lauks

The paper deals with the problem of resource allocation in a substrate network with DaVinci architecture. We present a methodology of decision making on network bandwidth allocation based on fuzzification and defuzzification principles and the expert knowledge database of fuzzy rules and describe a fuzzy logic based modification of the adaptive bandwidth allocation mechanism to optimize decision making under uncertain network conditions. We describe a simulation scheme used for the estimation of performance of this modification for two nodes network topology.

Keywords
Bandwidth allocation problem, Fuzzy rule, Decision system, Simulation

Asmuss, J., Lauks, G. A Fuzzy Approach for Network Bandwidth Management. In: 8th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013): Proceedings, Italy, Milāna, 11-13 September, 2013. Amsterdam: Atlantis Press, 2013, pp.722-727. ISBN 9789078677789.

Publication language
English (en)