# Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks

> Research article (IEEE Transactions on Network and Service Management, 2022) · cited 39× · AI/ML

**Wikidata**: [openalex:W4210555044](https://www.wikidata.org/wiki/openalex:W4210555044)  
**Source**: https://4ort.xyz/entity/learning-long-and-short-term-temporal-patterns-for-ml-driven-fault-management-in-optical-communication-networks