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   Articles with "network utility" as a keyword



Size-Based Congestion Control Using Network Utility Maximization

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recommendations! Published in 2022 at "IEEE Transactions on Control of Network Systems"

DOI: 10.1109/tcns.2022.3165018

Abstract: This article presents a method for allocating transmission rates in a communication network that uses the knowledge of the size of the file to be transmitted to seek to obtain the benefits of shortest remaining… read more here.

Keywords: network utility; network; congestion; utility maximization ... See more keywords

Delay-Based Network Utility Maximization Modelling for Congestion Control in Named Data Networking

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recommendations! Published in 2021 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2021.3090174

Abstract: Content replication and name-based routing lead to a natural multi-source and multipath transmission paradigm in NDN. Due to the unique connectionless characteristic of NDN, current end-to-end multipath congestion control schemes (e.g. MPTCP) cannot be used… read more here.

Keywords: congestion control; network utility; control; utility maximization ... See more keywords

Federated Edge Network Utility Maximization for a Multi-Server System: Algorithm and Convergence

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recommendations! Published in 2022 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2022.3156530

Abstract: We propose a novel Federated Edge Network Utility Maximization (FEdg-NUM) architecture for solving a large-scale distributed network utility maximization (NUM) problem. In FEdg-NUM, clients with private utilities communicate to a peer-to-peer network of edge servers.… read more here.

Keywords: network utility; network; utility maximization; federated edge ... See more keywords

Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing

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recommendations! Published in 2024 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2024.3421356

Abstract: Collaborative Edge Computing (CEC) is an emerging paradigm that collaborates heterogeneous edge devices as a resource pool to compute DNN inference tasks in proximity such as edge video analytics. Nevertheless, as the key knob to… read more here.

Keywords: utility; collaborative edge; network utility; optimization ... See more keywords