A Fuzzy Logic Based Approach to Bandwidth Allocation in Network Virtualization
Proceedings of Science and Information Conference (SAI 2013)
2013
Jūlija Asmuss,
Gunārs Lauks
We present a fuzzy logic based methodology of decision making on bandwidth allocation in a substrate network with DaVinci architecture, according to which the physical substrate network is divided into virtual networks. This methodology describes a fuzzy modification of the adaptive bandwidth allocation mechanism introduced in order to optimize decision making under uncertain network conditions by using fuzzification and defuzzification principles and the expert knowledge database of fuzzy rules. The effectiveness of it is evaluated on the link level for two traffic types within simulation experiments realized by using Coloured Petri Nets Tools.
Atslēgas vārdi
bandwidth allocation problem, coloured Petri net, decision system, fuzzy rules, simulation
Hipersaite
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6653326
Asmuss, J., Lauks, G. A Fuzzy Logic Based Approach to Bandwidth Allocation in Network Virtualization. No: Proceedings of Science and Information Conference (SAI 2013), Lielbritānija, London, 7.-9. oktobris, 2013. Piscataway: IEEE, 2013, 507.-513.lpp. ISBN 978-0-9893193-0-0.
Publikācijas valoda
English (en)