Leaky bucket mechanism with learning algorithm for ATM traffic policing

Atlasis Antonios, F; Stassinopoulos Georgios, I; Vasilakos Athanasios, V

dc.contributor.author	Atlasis Antonios, F	en
dc.contributor.author	Stassinopoulos Georgios, I	en
dc.contributor.author	Vasilakos Athanasios, V	en
dc.date.accessioned	2014-03-01T02:41:28Z
dc.date.available	2014-03-01T02:41:28Z
dc.date.issued	1997	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/30478
dc.subject	Atm Networks	en
dc.subject	Call Admission Control	en
dc.subject	Congestion Control	en
dc.subject	Leaky Bucket	en
dc.subject	Learning Algorithm	en
dc.subject.other	Call admission control	en
dc.subject.other	Leaky bucket mechanism	en
dc.subject.other	Stochastic estimator learning algorithms (SELA)	en
dc.subject.other	Computer simulation	en
dc.subject.other	Congestion control (communication)	en
dc.subject.other	Finite automata	en
dc.subject.other	Learning algorithms	en
dc.subject.other	Probability	en
dc.subject.other	Random processes	en
dc.subject.other	Telecommunication traffic	en
dc.subject.other	Vectors	en
dc.subject.other	Asynchronous transfer mode	en
dc.title	Leaky bucket mechanism with learning algorithm for ATM traffic policing	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/ISCC.1997.615973	en
heal.identifier.secondary	http://dx.doi.org/10.1109/ISCC.1997.615973	en
heal.publicationDate	1997	en
heal.abstract	The traffic policing in ATM networks is one of the most critical preventive congestion control mechanisms. It intends to ensure that each source conforms to its traffic parameters negotiated during the Call Admission Control phase. In this paper, we enhance the known Leaky Bucket mechanism with a Learning Algorithm in order to police the distribution of the traffic, observing the values that the counter of the Leaky Bucket takes. As it will be shown, tighter and faster control is achieved by the proposed methodology for any type of traffic source, resulting in more statistical gain and better guarantee of the QoS constraints.	en
heal.journalName	IEEE Symposium on Computers and Communications - Proceedings	en
dc.identifier.doi	10.1109/ISCC.1997.615973	en
dc.identifier.spage	68	en
dc.identifier.epage	72	en