A method and system for intelligent analysis and computing power scheduling for quality inspection in industrial production lines.

Abstract

This invention belongs to the field of computing power scheduling technology, specifically relating to an intelligent analysis box computing power scheduling method and system for quality inspection in industrial production lines. The method includes: determining the static composite basic priority of quality inspection tasks based on business criticality and deadline urgency; monitoring the congestion index of shared resources and generating an adaptive resource priority ceiling by combining the maximum basic priority of related tasks; dividing the resource holding process into preprocessing, core occupation, and post-processing stages, and only increasing the effective priority to the ceiling during the core occupation stage; responding to preemption requests, calculating the dynamic switching cost weighted by the congestion index, and comparing the difference between the remaining time margin of high-priority tasks and the switching cost with the remaining execution time of low-priority tasks to decide whether to preempt immediately or with a delay. This invention can alleviate resource competition bottlenecks, reduce the risk of priority reversal and ineffective switching losses, and improve scheduling efficiency and stability.

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