Achievable performance in product-form networks

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Abstract

We characterize the achievable range of performance measures in product-form networks where one or more system parameters can be freely set by a network operator. Given a product-form network and a set of configurable parameters, we identify which performance measures can be controlled and which target values can be attained. We also discuss an online optimization algorithm, which allows a network operator to set the system parameters so as to achieve target performance metrics. In some cases, the algorithm can be implemented in a distributed fashion, of which we give several examples. Finally, we give conditions that guarantee convergence of the algorithm, under the assumption that the target performance metrics are within the achievable range.
Original languageEnglish
Title of host publication50th Annual Allerton Conference on Communication, Control, and Computing (Allerton House, UIUC, Illinois, USA, October 1-5, 2012)
EditorsT. Basar, B. Hajek
PublisherInstitute of Electrical and Electronics Engineers
Pages928-935
ISBN (Print)978-1-4673-4537-8
DOIs
Publication statusPublished - 2012
Event50th Annual Allerton Conference on Communication, Control, and Computing - Allerton House, Monticello, United States
Duration: 1 Oct 20125 Oct 2012

Conference

Conference50th Annual Allerton Conference on Communication, Control, and Computing
CountryUnited States
CityMonticello
Period1/10/125/10/12

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  • Cite this

    Sanders, J., Borst, S. C., & Leeuwaarden, van, J. S. H. (2012). Achievable performance in product-form networks. In T. Basar, & B. Hajek (Eds.), 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton House, UIUC, Illinois, USA, October 1-5, 2012) (pp. 928-935). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/Allerton.2012.6483318