Federated Transfer Learning for Efficient Virtual Network Function Profiling

A novel federated transfer learning method, Federated Transfer Component Analysis (FTCA), is proposed to efficiently transfer profiling knowledge between different Virtual Network Function (VNF) types while preserving data privacy.