# Machine-learning-based soft-failure localization with partial software-defined networking telemetry

> Research article (Journal of Optical Communications and Networking, 2021) · cited 46× · AI/ML

**Wikidata**: [openalex:W3174323269](https://www.wikidata.org/wiki/openalex:W3174323269)  
**Source**: https://4ort.xyz/entity/machine-learning-based-soft-failure-localization-with-partial-software-defined-networking-telemetry
