Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation

Stochastic network optimization problems entail finding resource allocation policies that are optimum on an average but must be designed in an online fashion. Such problems are ubiquitous in communication networks, where resources such as energy and bandwidth are divided among nodes to satisfy certa...

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Vydáno v:	IEEE transactions on signal processing Ročník 66; číslo 9; s. 2229 - 2244
Hlavní autoři:	Bedi, Amrit Singh, Rajawat, Ketan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.05.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms asynchronous algorithm Beamforming Communication networks Convergence Delays incremental algorithm Machine learning algorithms Optimization Resource allocation Resource management Signal processing algorithms Stochastic processes Stochastic subgradient
ISSN:	1053-587X, 1941-0476
On-line přístup:	Získat plný text
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