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Computational Intelligence based Analysis of Evolve Packet Core Function Realizations in Network Function Virtualization Environment

网络功能虚拟化环境中基于计算智能的Evolve Packet核心功能实现分析

基本信息

批准号：
485301-2015
负责人：
Reformat, Marek
金额：
$ 1.82万
依托单位：
University of Alberta
依托单位国家：
加拿大
项目类别：
Engage Grants Program
财政年份：
2015
资助国家：
加拿大
起止时间：
2015-01-01 至 2016-12-31
项目状态：
已结题

来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=584854
关键词：
Computational Intelligence based Analysis Evolve

项目摘要

From its onset in 2012, the notion of Network Function Virtualization is gaining a substantial interest, as well as significance. Seen as a network architecture concept allowing for virtualization of network functions, Network Function Virtualization permits an effective realization of specialized networking services. In other words, Network Function Virtualization allows for implementing network functions on standard computing platforms without a need for proprietary hardware. With the growth of the mobile devices and increased utilization of mobile networks, the processes of managing essential components of Network Function Virtualization, i.e., Virtual Network Functions are of special importance. In order to ensure reliable and scalable end-to-end services, Virtual Network Functions have to be properly initiated, monitored, and controlled. The proposed project aims at adapting Machine Learning/Data Mining and Computational Intelligence methods for analyzing data representing utilization of off-the-shelf hardware components for implementing specialized Evolved Packet Core (a framework for providing voice and data over a mobile network) functions in the Network Function Virtualization environment. The project will result in methodology for processing data in order to foresee and identify performance degradation, potential failures and self-healing automation. The project is conducted together with an industrial partner, Expeto Wireless Inc.. Expeto provides expertise, as well as data collected during realization of Virtual Network Functions in various conditions.

从2012年开始，网络功能虚拟化的概念也引起了人们的极大兴趣作为重要性。作为允许网络功能虚拟化的网络架构概念，网络功能虚拟化允许有效地实现专门的网络服务。换句话说，网络功能虚拟化允许在标准上实现网络功能。无需专有硬件的计算平台。随着移动的设备的增长和移动的网络的利用率的提高，管理网络功能虚拟化的基本组件，即，虚拟网络功能具有特殊的重要性为了确保可靠和可扩展的端到端服务，虚拟网络功能必须正确启动、监控和控制。拟议的项目旨在适应机器学习/数据挖掘和计算智能用于分析表示用于实现的现成硬件组件的利用率的数据的方法专用演进分组核心（用于通过移动的网络提供语音和数据的框架）功能在网络功能虚拟化环境中。该项目将产生处理数据的方法以便预见和识别性能下降、潜在故障和自我修复自动化。的该项目是与工业合作伙伴Expeto Wireless Inc.一起进行的。Expeto提供专业知识，以及在各种情况下实现虚拟网络功能时收集的数据。