华中科技大学学报（自然科学版）2024，Vol.52Issue(5)：130-135,6.DOI:10.13245/j.hust.240622
通用型移液及自动化平台的调度算法研究
Scheduling algorithm for general-purpose liquid handling and automation platform
摘要
Abstract
Aiming at the project scheduling problem in the working process of the general-purpose liquid handling and automation platform,whose jobs should be completed with a low-latency,by referring to the relevant research on computer operating system job scheduling,a scheduling algorithm suitable for liquid pipetting platforms was first proposed based on dynamic priority.Then,the scheduling algorithms with five different dynamic priority functions were compared with the fixed priority scheduling algorithm in data experiments.Finally,results of the average relative job latency on random project datasets under different dynamic priority functions were compared.Research results show that the scheduling algorithm with the Leaky ReLU dynamic priority function has the best performance,whose service capability is 14.47%higher than that with the fixed priority.关键词
通用型/移液及自动化平台/调度/动态优先级/平均相对任务延迟Key words
general-purpose/liquid handling and automation platform/scheduling/dynamic priority/average relative job latency分类
机械制造引用本文复制引用
田浩然,程文播,王继帅,唐玉国..通用型移液及自动化平台的调度算法研究[J].华中科技大学学报（自然科学版）,2024,52(5):130-135,6.基金项目
国家重点研发计划资助项目(2021YFC2401100). （2021YFC2401100）
