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07/28/2023
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting
For the 6G mobile networks, in-situ model downloading has emerged as an ...
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12/14/2021
Progressive Feature Transmission for Split Inference at the Wireless Edge
In edge inference, an edge server provides remote-inference services to ...
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10/01/2021
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence
In 1940s, Claude Shannon developed the information theory focusing on qu...
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02/24/2021
Wirelessly Powered Federated Edge Learning: Optimal Tradeoffs Between Convergence and Power Transfer
Federated edge learning (FEEL) is a widely adopted framework for trainin...
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07/14/2020
Energy-Efficient Resource Management for Federated Edge Learning with CPU-GPU Heterogeneous Computing
Edge machine learning involves the deployment of learning algorithms at ...
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11/10/2019
An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning
The 5G network connecting billions of IoT devices will make it possible ...
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07/13/2019