Autonomous Anomaly Detector for Cloud-Radio Access Network Key Performance Indicators

被引:0
|
作者
Salhab, Nazih [1 ,3 ]
Rahim, Rana [2 ,3 ]
Langar, Rami [1 ]
机构
[1] Univ Gustave Eiffel, LIGM CNRS UMR 8049, F-77454 Marne La Vallee, France
[2] Lebanese Univ, Fac Sci, Tripoli, Lebanon
[3] Lebanese Univ, Doctoral Sch Sci & Technol, LTRM, Beirut, Lebanon
来源
2020 IFIP NETWORKING CONFERENCE AND WORKSHOPS (NETWORKING) | 2020年
关键词
OpenAirInterface (OAI); TICK Stack; Cloud Radio Access Network Slicing; Autonomous Anomaly Detection; FlexRAN Docker;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this demonstration, we present an autonomous anomaly detector for Cloud Radio Access Network (C-RAN) performance metrics through a prototype using OpenAirInterface implemented as Docker containers. First, we show network slicing configuration capabilities including slice lifecycle management in addition to devices re-homing through our developed northbound interface allowing to manage a software-defined radio access network controller. Next, using conventional off-the-shelf smartphones, we run experiments to present the real-time data display in addition to the instant detection of anomalies in time-series C-RAN data. We demonstrate a reaction to such detection through the auto-trigger of planned responses.
引用
收藏
页码:673 / 674
页数:2
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