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IEEE Transactions on Computers
Scopus
ISSN 0018-9340 · Institute of Electrical and Electronics Engineers · 2 articles in the index
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Journal Article Full text
Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning
Edge computing is an emerging promising computing paradigm that brings computation and storage resources to the network edge, hence significantly reducing the service latency and network traffic. In edge computing, many applications are composed of dependent tasks where the outputs of some are the…
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Journal Article Full text
SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead
Federated learning (FL) has attracted increasing attention as a promising approach to driving a vast number of end devices with artificial intelligence. However, it is very challenging to guarantee the efficiency of FL considering the unreliable nature of end devices while the cost of device-server…