Title :
Admission control and routing in ATM networks using inferences from measured buffer occupancy
Author :
Courcoubetis, C. ; Kesidis, George ; Ridder, A. ; Walrand, Jean ; Weber, R.
Author_Institution :
Dept. of Comput. Sci., Crete Univ., Greece
Abstract :
Addresses the issue of call acceptance and routing in ATM networks. The goal is to design an algorithm that guarantees bounds on the fraction of cells lost by a call. The method proposed for call acceptance and routing does not require models describing the traffic. Each switch estimates the additional fraction of cells that would be lost if new calls were routed through the switch. The routing algorithm uses these estimates. The estimates are obtained by monitoring the switch operations and extrapolating to the situation where more calls are routed through the switch. The extrapolation is justified by a scaling property. To reduce the variance of the estimates, the switches calculate the cell loss that would occur with virtual buffers. A way to choose the sizes of the virtual buffers in order to minimize the variance is discussed. Thus, the switches constantly estimate their spare capacity. Simulations were performed using Markov fluid sources to test the validity of the approach.<>
Keywords :
Markov processes; asynchronous transfer mode; buffer storage; packet switching; telecommunication congestion control; telecommunication network routing; ATM networks; Markov fluid sources; admission control; call acceptance; cell loss; measured buffer occupancy; routing algorithm; scaling property; spare capacity; switch operations; virtual buffers; Admission control; Algorithm design and analysis; Asynchronous transfer mode; Extrapolation; Inference algorithms; Performance evaluation; Routing; Switches; Telecommunication traffic; Traffic control;
Journal_Title :
Communications, IEEE Transactions on