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- W2258760142 abstract "Queueing network theory has been successfully applied by computer and communication system modelers to represent the inherent contention and congestion in multiple resource systems, to identify the system bottlenecks, and to assess the performance limits. A queueing network model provides a suitable framework for analyzing the performance of connection-less services in a packet switched network. the so-called product-form networks such as Jackson network and its generalizations, allow such performance metrics as throughput and the mean delay to be represented by a ratio of the with different arguments. Connection-oriented services, such as the conventional circuit-switched telephone networks and end-to-end flow connections over the Internet can be properly represented by loss network models. the loss network theory is a relatively recent development, and can be viewed as an extension of the classical Erlang and Engset loss models. We will discuss interesting relations between queueing networks and loss networks, and show that the computational algorithms developed for queueing networks are equally applicable to the normalization constants and performance metrics in loss networks as well. Finally, we will discuss the case of large systems, where even most efficient algorithms for exact solutions are computationally infeasible. Recent development for approximation techniques and asymptotic performance limits will be reviewed." @default.
- W2258760142 created "2016-06-24" @default.
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- W2258760142 date "2008-07-23" @default.
- W2258760142 modified "2023-09-28" @default.
- W2258760142 title "Plenary lecture II: queuing and loss network models: computational algorithms and asymptotic analysis" @default.
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