基于模糊安全与负载均衡的协同计算任务卸载策略

打开文本图片集

中图分类号：TP393.0 文献标识码：A 文章编号：2096-4706（2025）20-0188-06

Abstract：Under theend-edge cloud collaborativecomputing framework，aimingat the uncertainty challenge of task offoading，this paper developsanintegratedofoadingmodel withloadbalancingandfuzzysecurityprotectioncapabilities，and proposesaninnovative algorithmtoobtaintheoptimal taskofoading strategy.This modelintroduces load balancing Variance to achieve thebalance between task processingandresourceutilization.Atthesame time，theideaof riangularfuzzynumbers is introducedto ensure the securityof task data.Theexperimentalresults showthatthe proposedtaskofloading modelcan efectively protect the securityof task data and ensure serverload balancing.Compared withtheexisting ofoading algorithms， the proposed algorithm has faster convergence speed and can obtain better target values.

Keywords： end-edge cloud collaborative computing; task ofloading; security protection; load balancing

0 引言

物联网技术的迭代升级，推动智能制造等新兴领域蓬勃发展，显著提升了社会运行效率。（剩余8037字）