Title :
Effective bandwidth of general Markovian traffic sources and admission control of high speed networks
Author :
Elwalid, Anwar I. ; Mitra, Debasis
Author_Institution :
AT&T Bell Lab., Murray Hill, NJ, USA
fDate :
6/1/1993 12:00:00 AM
Abstract :
A prime instrument for controlling congestion in a high-speed network is admission control, which limits calls and guarantees a grade of service determined by delay and loss probability in the multiplexer. It is shown that for general Markovian traffic sources it is possible to assign a notional effective bandwidth to each source that is an explicitly identified, simply computed quantity with provably correct properties in the natural asymptotic regime of small loss probabilities. It is the maximal real eigenvalue of a matrix that is directly obtained from the source characteristics and the admission criterion, and for several sources it is simply additive. Both fluid and point process models are considered. Numerical results show that the acceptance set for heterogeneous classes of sources is closely approximated and conservatively bounded by the set obtained from the effective bandwidth approximation. The bandwidth-reducing properties of the leaky bucket regulator are exhibited numerically
Keywords :
Markov processes; matrix algebra; multiplexing; telecommunication networks; telecommunication traffic; telecommunications control; admission control; bandwidth reduction; congestion control; effective bandwidth approximation; eigenvalue; fluid process model; general Markovian traffic sources; grade of service; high speed networks; leaky bucket regulator; loss probability; matrix; multiplexer; point process models; Admission control; B-ISDN; Bandwidth; Communication system traffic control; Eigenvalues and eigenfunctions; High-speed networks; Instruments; Multiplexing; Probability; Traffic control;
Journal_Title :
Networking, IEEE/ACM Transactions on