# Centralized and Federated Learning for Predictive VNF Autoscaling in Multi-Domain 5G Networks and Beyond

> Research article (IEEE Transactions on Network and Service Management, 2021) · cited 104× · AI/ML

**Wikidata**: [openalex:W3119386769](https://www.wikidata.org/wiki/openalex:W3119386769)  
**Source**: https://4ort.xyz/entity/centralized-and-federated-learning-for-predictive-vnf-autoscaling-in-multi-domain-5g-networks-and-beyond