Výsledky vyhledávání - decentralized asynchronous algorithm
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Asynchronous Algorithms for Decentralized Resource Allocation over Directed Networks
ISSN: 1045-9219, 1558-2183Vydáno: New York IEEE 01.01.2023Vydáno v 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 in-neighbors and attempts to minimize its own cost…”
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BDAFL: A Blockchain-Integrated Decentralized Asynchronous Federated Learning Algorithm in Industrial Internet
ISSN: 1932-4537, 1932-4537Vydáno: New York IEEE 01.10.2025Vydáno v IEEE eTransactions on network and service management (01.10.2025)“… To address these, we propose the Blockchain-integrated Decentralized Asynchronous Federated Learning (BDAFL) algorithm…”
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Decentralized Dual Proximal Gradient Algorithms for Non-Smooth Constrained Composite Optimization Problems
ISSN: 1045-9219, 1558-2183Vydáno: New York IEEE 01.10.2021Vydáno v IEEE transactions on parallel and distributed systems (01.10.2021)“…Decentralized dual methods play significant roles in large-scale optimization, which effectively resolve many constrained optimization problems in machine learning and power systems…”
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A Decentralised Asynchronous Optimisation Algorithm with an Application to Phase Retrieval
ISSN: 2151-870XVydáno: IEEE 08.07.2024Vydáno v Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop (08.07.2024)“… Our main contribution is a new algorithm, partially asynchronous ADMM, designed to solve decentralised optimisation problems like phase retrieval…”
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Decentralized asynchronous adaptive federated learning algorithm for securely prediction of distributed power data
ISSN: 2296-598X, 2296-598XVydáno: Frontiers Media S.A 09.01.2024Vydáno v Frontiers in energy research (09.01.2024)“… To surmount the issues of exorbitant computational expenses and privacy breaches of traditional centralized prediction methods, this paper proposes a decentralized asynchronous adaptive federated…”
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An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 23.04.2023Vydáno v arXiv.org (23.04.2023)“… In this paper, we focus on the decentralized setting for WBP and propose an asynchronous decentralized algorithm (A\(^2\)DWB). A\(^2…”
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A decentralized convergence detection algorithm for asynchronous parallel iterative algorithms
ISSN: 1045-9219, 1558-2183Vydáno: New York IEEE 01.01.2005Vydáno v IEEE transactions on parallel and distributed systems (01.01.2005)“…We introduce a theoretical algorithm and its practical version to perform a decentralized detection of the global convergence of parallel asynchronous iterative algorithms…”
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Asynchronous decentralized algorithms for the noisy 20 questions problem
ISSN: 2157-8117Vydáno: IEEE 01.07.2016Vydáno v Proceedings / IEEE International Symposium on Information Theory (01.07.2016)“… Agents are equipped with sensors capable of fast information processing, and we propose an asynchronous decentralized algorithm for controlling their search based on noisy observations…”
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Decentralized 3-D Target Tracking in Asynchronous 2-D Radar Network: Algorithm and Performance Evaluation
ISSN: 1530-437X, 1558-1748Vydáno: New York IEEE 01.02.2017Vydáno v IEEE sensors journal (01.02.2017)“… To deal with this problem, this paper presents a decentralized asynchronous track-to-track fusion (DAT2TF) algorithm…”
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A Decentralized Asynchronous Collaborative Genetic Algorithm for Heterogeneous Multi-agent Search and Rescue Problems
ISSN: 2475-8426Vydáno: IEEE 25.10.2021Vydáno v IEEE International Symposium on Safety, Security and Rescue Robotics (25.10.2021)“…In this paper we propose a version of the Genetic Algorithm (GA) for combined task assignment and path planning that is highly decentralized in the sense…”
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An Asynchronous Parallel Algorithm Framework for Decentralized Pose Graph Optimization
Vydáno: IEEE 24.03.2023Vydáno v 2023 3rd International Conference on Computer, Control and Robotics (ICCCR) (24.03.2023)“…This paper proposes an asynchronous parallel algorithm framework for decentralized pose graph optimization (PGO…”
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Asynchronous Decentralized Algorithm for Space-Time Cooperative Pathfinding
ISSN: 2331-8422Vydáno: Ithaca Cornell University Library, arXiv.org 25.10.2012Vydáno v arXiv.org (25.10.2012)“… In this paper we present an asynchronous decentralized variant of prioritized planning ADPP and its interruptible version IADPP…”
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Asynchronous latency analysis on decentralized iterative algorithms for large scale networked systems
ISSN: 1934-1768Vydáno: TCCT, CAA 01.07.2013Vydáno v Chinese Control Conference (01.07.2013)“… This paper investigates the latency impact of asynchronous decentralized algorithms with the contractive property on convergence…”
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Online Learning from data streams via decentralized and asynchronous SGD
ISSN: 0167-739XVydáno: Elsevier B.V 01.02.2026Vydáno v Future generation computer systems (01.02.2026)“… Traditional OL algorithms, while efficient and less resource-intensive than conventional ML methods, often fall short in solving non-linear, high-dimensional problems…”
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A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy
ISSN: 0162-8828, 1939-3539, 2160-9292, 1939-3539Vydáno: 01.11.2022Vydáno v IEEE transactions on pattern analysis and machine intelligence (01.11.2022)“… Recently, the asynchronous decentralized parallel stochastic gradient descent (ADPSGD) algorithm has been proposed and demonstrated to be an efficient and practical…”
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Decentralized state estimation of combined heat and power systems using the asynchronous alternating direction method of multipliers
ISSN: 0306-2619, 1872-9118Vydáno: Elsevier Ltd 15.08.2019Vydáno v Applied energy (15.08.2019)“…•Dynamic state estimation for combined heat and power systems is formulated.•A decentralized algorithm based on the asynchronous alternating direction method of multipliers is developed…”
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A decentralized and fault tolerant convergence detection algorithm for asynchronous iterative algorithms
ISSN: 0920-8542, 1573-0484Vydáno: Boston Springer US 01.08.2010Vydáno v The Journal of supercomputing (01.08.2010)“…This article presents an algorithm that performs a decentralized detection of the global convergence of parallel asynchronous iterative applications…”
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Asynchrounous Decentralized Learning of a Neural Network
ISSN: 2379-190XVydáno: IEEE 01.05.2020Vydáno v Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (01.05.2020)“…) in a decentralized scenario. Using this algorithm namely asynchronous decentralized SSFN (dSSFN), we provide the centralized equivalent solution under certain technical assumptions…”
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Asynchronous Decentralized Learning over Unreliable Wireless Networks
ISSN: 1938-1883Vydáno: IEEE 16.05.2022Vydáno v IEEE International Conference on Communications (2003) (16.05.2022)“… with fixed topologies and reliable workers. In this work, we propose an asynchronous decentralized stochastic gradient descent (DSGD…”
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A Decentralized and Fault Tolerant Convergence Detection Algorithm for Asynchronous Iterative Algorithms
ISSN: 0920-8542, 1573-0484Vydáno: Springer Verlag 2010Vydáno v The Journal of supercomputing (2010)“…This article presents an algorithm that performs a decentralized detection of the global convergence of parallel asynchronous iterative applications…”
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