Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation

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Chen, Tianyi; Ling, Qing; Giannakis, Georgios B.;
(2017)
  • Subject: Computer Science - Distributed, Parallel, and Cluster Computing | Computer Science - Systems and Control

Network resource allocation shows revived popularity in the era of data deluge and information explosion. Existing stochastic optimization approaches fall short in attaining a desirable cost-delay tradeoff. Recognizing the central role of Lagrange multipliers in network... View more
  • References (33)
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