Mobile edge computational shunt decision method based on deep deterministic strategy gradient method
A decision-making method, edge computing technology, applied in the field of communication
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[0064] The present invention will be described in further detail below in conjunction with the accompanying drawings.
[0065] refer to figure 1 and figure 2 , a mobile edge computing shunt decision-making method based on the deep deterministic policy gradient method. The implementation of this method can minimize the overall energy loss and ensure the quality of service. The present invention is based on the multi-user system model (such as figure 1 As shown), an offload decision method is proposed to determine which tasks of which users will be offloaded to the cloud. At the same time, if the task is selected to be offloaded, its uplink and downlink rates will also be optimized to achieve the minimum energy loss. The shunt decision-making method includes the following steps (such as figure 2 shown):
[0066] 1) In a mobile communication system consisting of multiple users, and each user has multiple independent tasks, x nm The splitting decision of task m for user n, ...
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