现代电子技术2025，Vol.48Issue(6)：31-38,8.DOI:10.16652/j.issn.1004-373x.2025.06.005
基于资源匹配的边缘异构集群在线任务调度
Edge heterogeneous clusters online task scheduling based on resource matching
摘要
Abstract
With the development of mobile internet,terminal services have increasingly requirements on latency and computing power.Using heterogeneous processor to build edge clusters has become a feasible solution to solve the lack of computing power of general-purpose chips.However,current task scheduling research often focuses on general-purpose computing resources such as CPUs and memory,overlooking the integration of heterogeneous computing technologies with edge computing.In allusion to the heterogeneous online task scheduling problem on the edge side,a concept of heterogeneous resource matching degree is proposed by combining the indicators of latency and load balancing.The simulation experimental results show that,in comparison with existing algorithms,the proposed algorithm can effectively improve cluster load balancing,reduce resource fragmentation,and enhance edge side processing performance without increasing computational complexity and latency.关键词
边缘计算/异构集群/任务调度/资源匹配/负载均衡/异构计算Key words
edge computing/heterogeneous cluster/task scheduling/resource matching/load balancing/heterogeneous computing分类
信息技术与安全科学引用本文复制引用
陈俊,王欣,曾浩,覃剑..基于资源匹配的边缘异构集群在线任务调度[J].现代电子技术,2025,48(6):31-38,8.基金项目
十四五国防预研基金(629010204) （629010204）
