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• W2951299667 abstract "We develop an Accelerated Back Pressure (ABP) algorithm using Accelerated Dual Descent (ADD), a distributed approximate Newton-like algorithm that only uses local information. Our construction is based on writing the backpressure algorithm as the solution to a network feasibility problem solved via stochastic dual subgradient descent. We apply stochastic ADD in place of the stochastic gradient descent algorithm. We prove that the ABP algorithm guarantees stable queues. Our numerical experiments demonstrate a significant improvement in convergence rate, especially when the packet arrival statistics vary over time." @default.
• W2951299667 created "2019-06-27" @default.
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• W2951299667 date "2013-02-06" @default.
• W2951299667 modified "2023-09-27" @default.
• W2951299667 title "Accelerated Backpressure Algorithm" @default.
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