工艺与制造英文2025
智能自动化网络功能虚拟化部署与优化虚拟网络功能放置
Intelligent Automated NFV Deployment with Optimized VNF Placement
Dr.Granty Regina Elwin
摘要整理
本项目开发了一套智能自动化系统，用于网络功能虚拟化（NFV）部署与虚拟网络功能（VNF）放置优化。系统采用机器学习技术持续监测网络流量模式，实时检测网络中过载或未充分利用的节点。当识别到网络拥塞或节点故障时，模型动态调整网络拓扑，通过部署新节点和重新路由流量来确保最优负载均衡和高效资源利用。例如，当节点过载时，系统自动引入额外节点，并智能修改路由路径以缓解网络瓶颈。系统集成了用户友好的控制面板，提供网络指标、流量负载和路由策略的实时可视化，同时支持手动控制功能。通过自动化NFV部署和VNF放置流程，该方案旨在增强网络稳定性、降低延迟、改善整体服务交付质量，实现网络资源的动态优化配置和高效运维管理。
相关论文
A review of recent developments in natural fibre composites and their mechanical performance
Composites Part A Applied Science and Manufacturing · 2015
Non-invasive electrical and magnetic stimulation of the brain, spinal cord, roots and peripheral nerves: Basic principles and procedures for routine clinical and research application. An updated report from an I.F.C.N. Committee
Clinical Neurophysiology · 2015
Lignocellulosic biomass: a sustainable platform for the production of bio-based chemicals and polymers
Polymer Chemistry · 2015
Design for Additive Manufacturing: Trends, opportunities, considerations, and constraints
CIRP Annals · 2016
Nanoimprint Lithography: Methods and Material Requirements
Advanced Materials · 2007
Nanocomposites: synthesis, structure, properties and new application opportunities
Materials Research · 2009
← 返回论文库整理：复材站编辑部