Fluid limits for bandwidth-sharing networks with rate constraints
Bandwidth-sharing networks as introduced by Massouli\'e~\& Roberts (1998) model the dynamic interaction among an evolving population of elastic flows competing for several links. With policies based on optimization procedures, such models are of interest both from a~Queueing Theory and Operations Research perspective. In the present paper, we focus on bandwidth-sharing networks with capacities and arrival rates of a large order of magnitude compared to transfer rates of individual flows. This regime is standard in practice. In particular, we extend previous work by Reed \& Zwart (2010) on fluid approximations for such networks: we allow interarrival times, flow sizes and patience times to be generally distributed, rather than exponentially distributed. We also develop polynomial-time computable fixed-point approximations for stationary distributions of bandwidth-sharing networks, and suggest new techniques for deriving these types of results.
|Keywords||bandwidth-sharing, rate constraints, impatience, large capacity scaling, fluid limits, fixed-point approximations|
|THEME||Logistics (theme 3)|
|Journal||Mathematics of Operations Research|
Frolkova, M, Reed, J, & Zwart, A.P. (2013). Fluid limits for bandwidth-sharing networks with rate constraints. Mathematics of Operations Research.