Attention mechanism reinforcement learning-based edge network device caching method
An edge network and reinforcement learning technology, applied in the direction of network traffic/resource management, advanced technology, climate sustainability, etc., can solve problems such as unconsidered dynamic interaction, improve network service quality and user experience quality, and reduce repeated downloads The number of files, the effect of optimizing the transfer
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[0074] Next, the technical solutions in the embodiments of the present invention will be apparent from the embodiment of the present invention, and it is clearly described, and it is understood that the described embodiments are merely embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, those of ordinary skill in the art will belong to the scope of the present invention without paying in the premise of creative labor.
[0075] Attention Mechanism is a data processing method in machine learning, widely used in various types of machine learning tasks such as natural language processing, image identification, and speech recognition. The mechanism is actually to apply people's perceived ways and attention behavior on machines, allowing machine to learn to perceive importance and unimportant parts. Application, according to the specific task objective, adjust the direction and weighting model of interest, that is, the wei...
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