Maximizing Queueing Network Utility Subject to Stability: Greedy Primal-Dual Algorithm
We study a model of controlled queueing network, which operates and makes control decisions in discrete time. An underlying random network mode determines the set of available controls in each time slot. Each control decision "produces" a certain vector of "commodities"; it also...
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| Published in: | Queueing systems Vol. 50; no. 4; pp. 401 - 457 |
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| Main Author: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
New York
Springer Nature B.V
01.08.2005
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| ISSN: | 0257-0130, 1572-9443 |
| Online Access: | Get full text |
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| Abstract | We study a model of controlled queueing network, which operates and makes control decisions in discrete time. An underlying random network mode determines the set of available controls in each time slot. Each control decision "produces" a certain vector of "commodities"; it also has associated "traditional" queueing control effect, i.e., it determines traffic (customer) arrival rates, service rates at the nodes, and random routing of processed customers among the nodes. The problem is to find a dynamic control strategy which maximizes a concave utility function H ( X ), where X is the average value of commodity vector, subject to the constraint that network queues remain stable. |
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| AbstractList | We study a model of controlled queueing network, which operates and makes control decisions in discrete time. An underlying random network mode determines the set of available controls in each time slot. Each control decision "produces" a certain vector of "commodities"; it also has associated "traditional" queueing control effect, i.e., it determines traffic (customer) arrival rates, service rates at the nodes, and random routing of processed customers among the nodes. The problem is to find a dynamic control strategy which maximizes a concave utility function H ( X ), where X is the average value of commodity vector, subject to the constraint that network queues remain stable. |
| Author | Stolyar, Alexander L. |
| Author_xml | – sequence: 1 givenname: Alexander L. surname: Stolyar fullname: Stolyar, Alexander L. |
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| Snippet | We study a model of controlled queueing network, which operates and makes control decisions in discrete time. An underlying random network mode determines the... |
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| SubjectTerms | Algorithms Commodities Control algorithms Control systems Convex analysis Mathematical models Optimization Queuing theory Studies Traffic congestion Utility functions Wireless networks |
| Title | Maximizing Queueing Network Utility Subject to Stability: Greedy Primal-Dual Algorithm |
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