Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks

Mobile edge computing (MEC) can be used to reduce the task delay for users with limited computing resources. However, in 6G networks, the diversity of tasks is greatly increased. For those extremely delay-sensitive small-size computing tasks, the inference delay of neural network (NN)-based algorith...

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Veröffentlicht in:	IEEE transactions on cognitive communications and networking 2024-06, Vol.10 (3), p.953-967
Hauptverfasser:	Ma, Longfei, Cheng, Nan, Zhou, Conghao, Wang, Xiucheng, Lu, Ning, Zhang, Ning, Aldubaikhy, Khalid, Alqasir, Abdullah
Format:	Artikel
Sprache:	eng
Schlagworte:	6G mobile communication Algorithms Artificial neural networks Computation offloading Delay Delays dynamic neural network Edge computing Heuristic algorithms Inference Inference algorithms inference delay Mobile computing Mobile edge computing Neural networks Resource allocation Resource management Task analysis Training training cost
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