Amath Ndao, Xavier Lagrange, Nicolas Huin, Géraldine Texier, L. Nuaymi
{"title":"Optimal DU placement in an O-RAN multi-band system","authors":"Amath Ndao, Xavier Lagrange, Nicolas Huin, Géraldine Texier, L. Nuaymi","doi":"10.1109/CommNet60167.2023.10365282","DOIUrl":null,"url":null,"abstract":"Open Radio Access Network (O-RAN) is the most promising solution for future RAN deployments. This attractive and efficient solution presents complex and new challenges w.r.t to cost, energy consumption and other performance indicators. In this work, we study function placement in the Open Radio Access Network (O-RAN) architecture. Our objective it to minimize the operating costs, while respecting other network constraints. We consider a RAN load that varies over the day and we study the ORAN-DUs (ORAN-Distributed Units) placement for different frequency bands. We use data obtained from real topology. First, we analyze the percentage of utilization, throughput and Modulation and Coding Scheme (MCS) selections of each frequency band for each hour of the day. Based on our analysis, we propose an Integer Linear Programming (ILP) model whose objective is to minimize computing and routing cost while respecting the delay and capacity constraints of ORAN interfaces. Our results analyse the cost savings of the proposed model w.r.t the DRAN (Distributed RAN), the solution prevailing before ORAN, during off-peak and peak hours.","PeriodicalId":505542,"journal":{"name":"2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet)","volume":"43 1","pages":"1-7"},"PeriodicalIF":0.0000,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CommNet60167.2023.10365282","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
Open Radio Access Network (O-RAN) is the most promising solution for future RAN deployments. This attractive and efficient solution presents complex and new challenges w.r.t to cost, energy consumption and other performance indicators. In this work, we study function placement in the Open Radio Access Network (O-RAN) architecture. Our objective it to minimize the operating costs, while respecting other network constraints. We consider a RAN load that varies over the day and we study the ORAN-DUs (ORAN-Distributed Units) placement for different frequency bands. We use data obtained from real topology. First, we analyze the percentage of utilization, throughput and Modulation and Coding Scheme (MCS) selections of each frequency band for each hour of the day. Based on our analysis, we propose an Integer Linear Programming (ILP) model whose objective is to minimize computing and routing cost while respecting the delay and capacity constraints of ORAN interfaces. Our results analyse the cost savings of the proposed model w.r.t the DRAN (Distributed RAN), the solution prevailing before ORAN, during off-peak and peak hours.
开放式无线接入网(O-RAN)是未来无线接入网部署中最有前途的解决方案。这种极具吸引力的高效解决方案在成本、能耗和其他性能指标方面提出了复杂的新挑战。在这项工作中,我们研究了开放无线接入网(O-RAN)架构中的功能布局。我们的目标是在尊重其他网络约束条件的同时,最大限度地降低运营成本。我们考虑了全天变化的 RAN 负载,并研究了不同频段的 ORAN-DU(ORAN-分布式单元)布局。我们使用从实际拓扑结构中获得的数据。首先,我们分析了一天中每个小时每个频段的使用百分比、吞吐量以及调制和编码方案(MCS)选择。在分析的基础上,我们提出了一个整数线性规划(ILP)模型,其目标是在尊重 ORAN 接口的延迟和容量限制的同时,最大限度地降低计算和路由成本。我们的结果分析了所提模型在非高峰和高峰时段与 ORAN 之前的解决方案 DRAN(分布式 RAN)相比所节省的成本。