This book constitutes the post-conference proceedings of the 5th International Conference on Machine Learning for Networking, MLN 2022, held in Paris, France, November 28–30, 2022.The 12 full papers presented in this book were carefully reviewed and selected from 27 submissions.The papers present novel ideas, results, experiences and work-in-process on all aspects of Machine Learning and Networking.