# Universal fault detection for NFV using SOM-based clustering

> Research article (2015 17th Asia-Pacific Network Operations and Management Symposium (APNOMS), 2015) · cited 20× · AI/ML

**Wikidata**: [openalex:W1665109674](https://www.wikidata.org/wiki/openalex:W1665109674)  
**Source**: https://4ort.xyz/entity/universal-fault-detection-for-nfv-using-som-based-clustering