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08/26/2023
Price-Discrimination Game for Distributed Resource Management in Federated Learning
In vanilla federated learning (FL) such as FedAvg, the parameter server ...
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07/21/2023
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
To alleviate the shortage of computing power faced by clients in trainin...
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05/27/2022
Task-load-Aware Game-Theoretic Framework for Wireless Federated Learning
Federated learning (FL) has been proposed as a popular learning framewor...
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02/24/2022
Joint Program Partitioning and Resource Allocation for Completion Time Minimization in Multi-MEC Systems
This paper considers a practical mobile edge computing (MEC) system, whe...
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08/09/2021
Multi-User Cooperative Computation Framework Based on Bertrand Game
In this paper, a multi-user cooperative computing framework is applied t...
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06/03/2021
Matching-Theory-Based Multi-User Cooperative Computing Framework
In this paper, we propose a matching theory based multi-user cooperative...
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10/24/2020
Optimizing Multi-UAV Deployment in 3D Space to Minimize Task Completion Time in UAV-Enabled Mobile Edge Computing Systems
In Unmanned Aerial Vehicle (UAV)-enabled mobile edge computing (MEC) sys...
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04/08/2019