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The M/G/∞ system revisited: finiteness,summability, long range dependence,and reverse engineering
Authors:Iddo Eliazar
Affiliation:(1) School of Mathematics & School of Chemistry, Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, 69978, Israel
Abstract:We explore M/G/∞ systems ‘fed’ by Poissonian inflows with infinite arrival rates. Three processes – corresponding to the system's state, workload, and queue-size – are studied and analyzed. Closed form formulae characterizing the system's stationary structure and correlation structure are derived. And, the issues of queue finiteness, workload summability, and Long Range Dependence are investigated. We then turn to devise a ‘reverse engineering’ scheme for the design of the system's correlation structure. Namely: how to construct an M/G/∞ system with a pre-desired ‘target’ workload/queue auto-covariance function. The ‘reverse engineering’ scheme is applied to various examples, including ones with infinite queues and non-summable workloads. AMS Subject Classifications Primary: 60K25; Secondary: 60G55, 60G10
Keywords:M/G/∞   systems  Poisson point processes  Infinite arrival rates  Lévy inflows  Workload processes  Long Range Dependence (LRD)  Reverse engineering
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