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Xuanlong Ruan

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Open access Jul 2026

Task Scheduling of Joint Node Selection and Path Planning in Computing Power Network

A task scheduling method using the Deep Q-Network to determine the computation node for the computation task and a dynamic congestion-aware mechanism to determine a low-cost routing path is proposed, which gradually obtains an effective task scheduling scheme through multiple rounds of alternating iterations.

Chengyong Yang, Xuanlong Ruan, Jianlin Cheng · 0 citations