Search Results - "decentralized asynchronous algorithm"
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Asynchronous Algorithms for Decentralized Resource Allocation over Directed Networks
ISSN: 1045-9219, 1558-2183Published: New York IEEE 01.01.2023Published in IEEE transactions on parallel and distributed systems (01.01.2023)“…In this article, we consider a class of decentralized resource allocation problems over directed networks, where each node only communicates with its…”
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PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization
ISSN: 2475-1456, 2475-1456Published: IEEE 2023Published in IEEE control systems letters (2023)“… We formulate the personalized optimization problem under the MAML framework and propose PARS-Push, a decentralized asynchronous algorithm robust to message failures, communication delays, and directed message sharing…”
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Energy Efficient Competitive Resource Allocation in MIMO networks
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 17.06.2021Published in arXiv.org (17.06.2021)“… A decentralized asynchronous algorithm is proven to converge towards this equilibrium under the same conditions…”
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(\textbf{A}^2\textbf{CiD}^2\): Accelerating Asynchronous Communication in Decentralized Deep Learning
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 06.12.2023Published in arXiv.org (06.12.2023)“… Decentralized asynchronous algorithms are emerging as a potential alternative but their practical applicability still lags…”
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Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 09.11.2022Published in arXiv.org (09.11.2022)“…SOTA decentralized SGD algorithms can overcome the bandwidth bottleneck at the parameter server by using communication collectives like Ring All-Reduce for…”
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Asynchronous gradient-based optimisation for team decision making
ISBN: 9781424414970, 1424414970ISSN: 0191-2216Published: IEEE 01.12.2007Published in 2007 46th IEEE Conference on Decision and Control (01.12.2007)“…This paper describes a decentralised asynchronous algorithm for negotiation in team decision and control problems, allowing multiple decision makers to propose and refine future decisions to optimise…”
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