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Publikācija: A Fuzzy Logic Based Approach to Bandwidth Allocation in Network Virtualization

Publication Type Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database
Funding for basic activity Unknown
Defending: ,
Publication language English (en)
Title in original language A Fuzzy Logic Based Approach to Bandwidth Allocation in Network Virtualization
Field of research 2. Engineering and technology
Sub-field of research 2.2 Electrical engineering, Electronic engineering, Information and communication engineering
Authors Jūlija Asmuss
Gunārs Lauks
Keywords bandwidth allocation problem, coloured Petri net, decision system, fuzzy rules, simulation
Abstract 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.
Hyperlink: http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6653326 
Reference Asmuss, J., Lauks, G. A Fuzzy Logic Based Approach to Bandwidth Allocation in Network Virtualization. In: Proceedings of Science and Information Conference (SAI 2013), United Kingdom, London, 7-9 October, 2013. Piscataway: IEEE, 2013, pp.507-513. ISBN 978-0-9893193-0-0.
Additional information Citation count:
  • Scopus  0
ID 17980