Dragon Sun Law Firm, PC
Online task dispatching and scheduling system and method thereof
The present disclosure relates to an online task dispatching and scheduling system. The system includes an end device; an access point (AP) configured to receive a task from the end device; one or more edge servers configured to receive the task from the AP, the one or more edge servers including a task waiting queue, a processing pool, a task completion queue, and a scheduler, wherein the AP further includes a dispatcher utilizing Online Learning (OL) for determining a real-time state of network conditions and server loads; and the AP selects a target edge server from the one or more edge servers to which the task is to be dispatched; and wherein the scheduler utilizes Deep Reinforcement Learning (DRL) in generating a task scheduling policy for the one or more edge servers.
NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY
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inventional inventional inventional inventional inventional
Guoming Lailong Xinyi Deke Xueshan Hao
Tang Luo Li Guo Luo Yuan