QACM:开放式 RAN 中的 QoS 感知 xApp 冲突缓解

IF 5.3 2区 计算机科学 Q1 TELECOMMUNICATIONS IEEE Transactions on Green Communications and Networking Pub Date : 2024-07-24 DOI:10.1109/TGCN.2024.3431945
Abdul Wadud;Fatemeh Golpayegani;Nima Afraz
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引用次数: 0

摘要

开放式无线接入网(RAN)的出现为下一代移动网络基础设施引入了原生支持智能和开放的元素,从而彻底改变了 RAN 领域。开放式 RAN 为标准化接口铺平了道路,使来自不同供应商的网络应用得以集成,从而提高了网络管理的灵活性。然而,当来自不同供应商的组件部署在一起时,会出现控制决策冲突。本文概述了开放式 RAN 中可能发生的各类冲突,尤其关注近实时 RAN 智能控制器 (Near-RT-RIC) 中扩展应用 (xApp) 之间的组件内冲突缓解。我们提出的 QoS 感知冲突缓解 (QACM) 方法能找到冲突参数的最佳配置,同时最大限度地增加满足服务质量 (QoS) 要求的 xApp 数量。我们比较了所提出的 QACM 方法与两种基准方法在优先级和非优先级情况下的性能。结果表明,我们提出的方法在维持冲突 xApp 的 QoS 要求方面最为有效。
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QACM: QoS-Aware xApp Conflict Mitigation in Open RAN
The advent of Open Radio Access Network (RAN) has revolutionized the field of RAN by introducing elements of native support of intelligence and openness into the next generation of mobile network infrastructure. Open RAN paves the way for standardized interfaces and enables the integration of network applications from diverse vendors, thereby enhancing network management flexibility. However, control decision conflicts occur when components from different vendors are deployed together. This article provides an overview of various types of conflicts that may occur in Open RAN, with a particular focus on intra-component conflict mitigation among Extended Applications (xApps) in the Near Real Time RAN Intelligent Controller (Near-RT-RIC). A QoS-Aware Conflict Mitigation (QACM) method is proposed that finds the optimal configuration of conflicting parameters while maximizing the number of xApps that have their Quality of Service (QoS) requirements met. We compare the performance of the proposed QACM method with two benchmark methods for priority and non-priority cases. The results indicate that our proposed method is the most effective in maintaining QoS requirements for conflicting xApps.
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
期刊最新文献
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