TY - CHAP Y1 - 2012/// TI - Fluid limits of queueing networks with batches UR - http://dx.doi.org/10.1145/2188286.2188296 T2 - Proceedings of the third joint WOSP/SIPEW international conference on Performance Engineering - ICPE '12 PB - ACM A1 - Bortolussi, Luca A1 - Tribastone, Mirco EP - 56 AV - none SN - 978-1-4503-1202-8 SP - 45 ID - eprints2584 N2 - This paper presents an analytical model for the performance prediction of queueing networks with batch services and batch arrivals, related to the fluid limit of a suitable single-parameter sequence of continuous-time Markov chains and interpreted as the deterministic approximation of the average behaviour of the stochastic process. Notably, the underlying system of ordinary differential equations exhibits discontinuities in the right-hand sides, which however are proven to yield a meaningful solution. A substantial numerical assessment is used to study the quality of the approximation and shows very good accuracy in networks with large job populations. ER -