,Virtual network function scheduling via multilayer encoding genetic algorithm with distributed band

来源 :中国科学(信息科学) | 被引量 : 0次 | 上传用户:baobaolan1007
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Network function virtualization represents a revolutionary approach to network service deployment.This software-oriented approach for virtual network functions (VNFs) deployment enables more flexible and dynamic network services to meet diversified demands.To minimize the execution time of all VNFs in service function chains,VNF scheduling must be addressed.In this paper,we improve upon the flexible job-shop model by introducing the process of bandwidth allocation.First,we propose a multilayer encoding genetic algorithm to solve the VNF scheduling model.In addition,we design a distributed method for bandwidth allocation based on the Nash bargaining solution.Finally,by combining the genetic algorithm with distributed bandwidth allocation,we present a heuristic algorithm that solves the VNF scheduling problem in one stage.Using a multilayer encoding genetic algorithm,we simplify the constraints of the VNF scheduling problem and reduce its time complexity.At the same time,our Nash game solution refines the granularity of bandwidth allocation to further reduce the transmission delay between VNFs.The effectiveness of our proposed heuristic algorithm is verified through numerical evaluation.Compared with existing approaches,our method exhibits shorter scheduling time and reduces CPU time by 45% in simulated scenarios.
其他文献
伊尔赛·艾兴格尔是奥地利当代著名女作家,我国学术界对她的研究还很薄弱,分析论述她的文章不多。《被缚的人》为伊尔赛·艾兴格尔的代表作,该文具有深邃蕴藉的多重寓意和直
An ABA insensitive mutant,Beyma,was isolated in Lotus japonicus MG-20 from an EMS mutagenesis pop-ulation using root growth inhibition to applied ABA as the scr
随着学校教育改革的进一步深化,如何加快学校数字化、网络化建设,实现教育现代化是摆在广大教师和学校领导面前的又一项重大课题。作为现代教育技术的重要组成部分,不少学校
本文对基带信号单边带调制解调方法和 FSK信号的调制解调方法进行了研究,提出一种新的单边带信号解调法——逆维弗法,以及一种新的自适应误差解调方法(AEDEM),逆维弗法无需从
进入21世纪的中国,随着计算机网络技术的发展,Internet已经成为人们工作、生活必不可少的工具。由于上网用户群体的不断扩大,因特网上业务种类和业务量的提高,对网络速度和
Insertion mutations that disrupt the function of PHT4;6 (At5g44370) cause NaCI hypersensitivity of Arabidop-sis seedlings that is characterized by reduced growt
液晶投影机(以下简称投影机)属于一种高集成度的贵重设备,我们在享受它带来的视觉、听觉快乐的同时,有必要掌握一些使用和维护常识。一、使用前的准备工作 1.和投影机相连接