UnifiedNetManagement: Unified Network Management for Heterogeneous Edge Enterprise Network

C. Chen, Uyen Chau, A. Mercian, Faraz Ahmed, P. Sharma
{"title":"UnifiedNetManagement: Unified Network Management for Heterogeneous Edge Enterprise Network","authors":"C. Chen, Uyen Chau, A. Mercian, Faraz Ahmed, P. Sharma","doi":"10.1109/IC2E55432.2022.00028","DOIUrl":null,"url":null,"abstract":"The data explosion over the past few years has made it necessary to connect edge networks to the more powerful cloud infrastructure. Given the heterogeneity, dis-aggregation, and varied functionalities of the edge, it makes it more challenging to monitor and manage the edge using a single control plane. This is especially relevant to Edge Enterprise Network, which spans across Edge Access Networks, Wireless Access Networks, Sensor networks etc. This data explosion at the edge has also necessitated the edge Enterprise Network to support varied functionality, causing it to comprise of multiple modules to provide best performance. This renders the edge-Network cumbersome to manage and very susceptible to faults. Consequently, the highly increasing need to embrace cloud-native technology for Edge computation has become significant for service and application providers to deploy high computation functionalities closer to end users. This motivates us to build an intelligent framework to maintain and manage Edge Enterprise Networks. In this paper, we present “UnifiedNetManagement”, our Hybrid Cloud solution, that integrates any edge network to the cloud using an event-driven Workflow Manager to provide monitoring, scheduling, and troubleshooting capabilities for a smart edge network management system. We observe close to 2x performance improvement over traditional disaggregated network management.","PeriodicalId":415781,"journal":{"name":"2022 IEEE International Conference on Cloud Engineering (IC2E)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Cloud Engineering (IC2E)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IC2E55432.2022.00028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The data explosion over the past few years has made it necessary to connect edge networks to the more powerful cloud infrastructure. Given the heterogeneity, dis-aggregation, and varied functionalities of the edge, it makes it more challenging to monitor and manage the edge using a single control plane. This is especially relevant to Edge Enterprise Network, which spans across Edge Access Networks, Wireless Access Networks, Sensor networks etc. This data explosion at the edge has also necessitated the edge Enterprise Network to support varied functionality, causing it to comprise of multiple modules to provide best performance. This renders the edge-Network cumbersome to manage and very susceptible to faults. Consequently, the highly increasing need to embrace cloud-native technology for Edge computation has become significant for service and application providers to deploy high computation functionalities closer to end users. This motivates us to build an intelligent framework to maintain and manage Edge Enterprise Networks. In this paper, we present “UnifiedNetManagement”, our Hybrid Cloud solution, that integrates any edge network to the cloud using an event-driven Workflow Manager to provide monitoring, scheduling, and troubleshooting capabilities for a smart edge network management system. We observe close to 2x performance improvement over traditional disaggregated network management.
UnifiedNetManagement:异构边缘企业网络的统一网络管理
过去几年的数据爆炸使得有必要将边缘网络连接到更强大的云基础设施。考虑到边缘的异构性、非聚合性和各种功能,使用单个控制平面监视和管理边缘变得更具挑战性。这与边缘企业网络尤其相关,它跨越边缘接入网、无线接入网、传感器网络等。边缘的数据爆炸也要求边缘企业网络支持各种功能,从而使其由多个模块组成,以提供最佳性能。这使得边缘网络管理起来很麻烦,而且很容易发生故障。因此,对边缘计算采用云原生技术的需求日益增长,这对于服务和应用程序提供商在更接近最终用户的地方部署高计算功能变得非常重要。这促使我们构建一个智能框架来维护和管理边缘企业网络。在本文中,我们介绍了“UnifiedNetManagement”,这是我们的混合云解决方案,它使用事件驱动的工作流管理器将任何边缘网络集成到云,为智能边缘网络管理系统提供监控、调度和故障排除功能。我们观察到,与传统的分解网络管理相比,性能提高了近2倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信