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Quality degradation localization in complex message processing networks

Authors :
Hideki Okita
Zhu Yuncheng
Seishi Hanaoka
Source :
2017 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR).
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

Fault management of message processing networks requires fault localization on the higher layers. In this article, we propose a new fault localization technique for complex message processing networks, to locate specific network equipments that are highly correlated with the given service quality degradation occurrence. Our proposed technique utilizes the attempt and failure counters of message processing, and consists of two phases: processing failure model derivation and anomaly detection using the derived model. As a concrete example, the application in mobile core networks is described and evaluated. The simulation shows that our proposed technique is excellent in both accuracy and sensitivity.

Details

Database :
OpenAIRE
Journal :
2017 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)
Accession number :
edsair.doi...........3fa04c571de31892ffd4fc10969185e5
Full Text :
https://doi.org/10.1109/cqr.2017.8289442