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11/30/2020
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints
This paper extends the paradigm of "mobile edge learning (MEL)" by desig...
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06/12/2020
Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning
Machine learning (ML) and artificial intelligence (AI) have recently mad...
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06/12/2020
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints
This paper proposes to minimize the loss of training a distributed machi...
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05/05/2019
Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning
This paper proposes a scheme to efficiently execute distributed learning...
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11/09/2018