基于MQ-RNN算法的SPN动态节能研究与应用  

Research and application of dynamic energy conservation in SPN based on MQ-RNN algorithm

作　　者：尹宝玲 彭重文 王志伟 廖伟全 YIN Bao-ling;PENG Chong-wen;WANG Zhi-wei;LIAO Wei-quan(China Mobile Group Guangdong Co.,Ltd.Shaoguan Branch,Shaoguan 512029,China)

机构地区：[1]中国移动通信集团广东有限公司韶关分公司,韶关512029

出　　处：《电信工程技术与标准化》2025年第1期14-19,共6页Telecom Engineering Technics and Standardization

摘　　要：随着业务持续增长,电信运营商网络规模不断扩大,网络设备能耗也呈现快速增长的趋势。切片分组网(SPN)是运营商的传输网络,SPN设备能耗下降是电信运营商降本增效的一种重要手段。本文通过MQ-RNN算法开展隧道业务级流量预测,当实际流量小于最大预测流量时,结合业务安全性,自动计算出可关停的交叉板卡和接口板并进行关停,从而实现SPN设备动态节能。With the continuous growth of business,the network scale of telecommunications operators is also constantly expanding,and the energy consumption of network equipment is also showing a rapid growth trend.SPN is the transmission network of telecom operators,and the reduction of SPN equipment energy consumption is an important means for telecom operators to reduce costs and increase efficiency.This plan uses the MQRNN algorithm to predict tunnel traffic at the service level.When the actual traffic is less than the maximum predicted traffi c,combined with business security,the cross board and interface board that can be shut down are automatically calculated and shut down,thereby achieving dynamic energy-saving of SPN equipment.

关 键 词：SPN 动态节能 MQ-RNN 流量预测 

分 类 号：TN913[电子电信—通信与信息系统]