APGNN : Alarm Propagation Graph Neural Network for fault detection and alarm root cause analysis

Author:

Jiang Wenhao,Bai Yuebin

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Networks and Communications

Reference44 articles.

1. Roots-tracing of communication network alarm: A real-time processing framework;Liu;Comput. Netw.,2021

2. An influence-based approach for root cause alarm discovery in telecom networks;Zhang,2020

3. Relation discovery of mobile network alarms with sequential pattern mining;Lozonavu,2017

4. Efficient alarm behavior analytics for telecom networks;Wang;Inform. Sci.,2017

5. GRANO: Interactive graph-based root cause analysis for cloud-native distributed data platform;Wang;Proc. VLDB Endow.,2019

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1. Pre-launch Fault Detection Based on Spatiotemporal Features of Multiple Test Cases;2023 7th International Symposium on Computer Science and Intelligent Control (ISCSIC);2023-10-27

2. Fault root cause location based on machine learning in 5G core network;Third International Conference on Green Communication, Network, and Internet of Things (CNIoT 2023);2023-10-20

3. Alarm reduction and root cause inference based on association mining in communication network;Frontiers in Computer Science;2023-07-06

4. RiskNet: Neural Risk Assessment in Networks of Unreliable Resources;Journal of Network and Systems Management;2023-07

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