منابع مشابه
On Stochastic Processing Networks∗
Stochastic processing networks arise as models in manufacturing, telecommunications, computer systems and the service industry. Common characteristics of these networks are that they have entities, such as jobs, customers or packets, that move along routes, wait in buffers, receive processing from various resources, and are subject to the effects of stochastic variability through such quantitie...
متن کاملStochastic Processing Networks
Stochastic processing networks arise as models in manufacturing, telecommunications, transportation, computer systems, the customer service industry and biochemical reaction networks. Common characteristics of these networks are that they have entities, such as jobs, packets, vehicles, customers or molecules, that move along routes, wait in buffers, receive processing from various resources, an...
متن کاملConference on Stochastic Processing Networks
Speaker: Jim Dai Title: Maximum Pressure Policies in Stochastic Processing Networks Abstract: Stochastic processing networks have been introduced in a series of three papers by Harrison (2000, 2002, 2003). These networks are much more general than multi-class queueing networks. The added generality allows one to model skill-based routing in call centers, operator-machine interactions in semicon...
متن کاملDynamic Control in Stochastic Processing Networks
ACKNOWLEDGEMENTS I am grateful to my advisor, Professor Jim Dai, for his guidance, support, encouragement and patience, and especially for the inspiration that he provided for me throughout my PhD studies. I am deeply indebted to him for his great effort to sharpen my understanding and make the presentation of this dissertation clearer during the time when he most needed rest. and introducing m...
متن کاملUtility-Maximizing Scheduling for Stochastic Processing Networks
Stochastic Processing Networks (SPNs) model manufacturing, communication, or service systems. In such a network, service activities require parts and resources to produce other parts. Because service activities compete for resources, the scheduling in a SPN requires deciding which of a set of conflicting activities should be performed at any given time. The goal is to achieve throughput optimal...
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ژورنال
عنوان ژورنال: Annual Review of Statistics and Its Application
سال: 2016
ISSN: 2326-8298,2326-831X
DOI: 10.1146/annurev-statistics-010814-020141