Multi-Queue-Based Offloading Strategy for Deep Reinforcement Learning Tasks
Ruize Huang,
Xiaolan Xie,
Qiang Guo
Abstract:With the boom in mobile internet services, computationally intensive applications such as virtual and augmented reality have emerged. Mobile edge computing (MEC) technology allows mobile devices to offload heavy computational tasks to edge servers, which are located at the edge of the network. This technique is considered an effective approach to help reduce the burden on devices and enable efficient task offloading. This paper addresses a dynamic real-time task-offloading problem within a stochastic multi-use… Show more
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