Blockchain and machine learning for communications and networking systems

Y Liu, FR Yu, X Li, H Ji… - ieee communications …, 2020 - ieeexplore.ieee.org
… , privacy, services provisioning, and network management challenges. In order to … network
operation and management, the joint consideration of blockchain and machine learning (ML) …

Special issue on artificial intelligence and machine learning for networking and communications

P Chemouil, P Hui, W Kellerer, Y Li… - … in Communications, 2019 - ieeexplore.ieee.org
communications and networking, to discuss open issues related to the application of machine
learning into networking … and techniques for big data analysis in communication systems. …

Machine learning meets communication networks: Current trends and future challenges

I Ahmad, S Shahabuddin, H Malik, E Harjula… - IEEE …, 2020 - ieeexplore.ieee.org
… and technologies for proactive network optimization using machine learning in future networks.
A survey on the use of ML in 5G and beyond 5G mobile wireless networks is presented in …

Applications of machine learning in networking: a survey of current issues and future challenges

MA Ridwan, NAM Radzi, F Abdullah, YE Jalil - IEEE access, 2021 - ieeexplore.ieee.org
Machine learning (ML) has recently been applied to solve … that can solve complex
communication network problems and … of ML models in communication networks for prediction, …

[HTML][HTML] Machine learning in vehicular networking: An overview

K Tan, D Bremner, J Le Kernec, L Zhang… - Digital Communications …, 2022 - Elsevier
Machine Learning (ML), a powerful methodology for adaptive and predictive system …
networks. Adopting data-centric methods enables ML to address highly dynamic vehicular network

The convergence of machine learning and communications

W Samek, S Stanczak, T Wiegand - arXiv preprint arXiv:1708.08299, 2017 - arxiv.org
… computational demands of modern machine learning algorithms prevent the … networks
call for novel machine learning-based approaches to radio resource management and network

A comprehensive survey on machine learning for networking: evolution, applications and research opportunities

R Boutaba, MA Salahuddin, N Limam, S Ayoubi… - Journal of Internet …, 2018 - Springer
Machine Learning (ML) has been enjoying an … arising in network operation and management.
There are various surveys on ML for specific areas in networking or for specific network

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
… notions of machine learning techniques. Then, by adopting a bottom-up approach, we
examine existing work on machine learning for the IoT at the physical, data-link and network layer …

Machine learning for future wireless communications

FL Luo - 2020 - books.google.com
machine learning technology is being considered as a very promising tool to attack the big
challenge in wireless communications and networkslearning, unsupervised learning, and …

Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems

OA Wahab, A Mourad, H Otrok… - IEEE Communications …, 2021 - ieeexplore.ieee.org
… the communication and networking research community. In [17], the authors survey the topic
of distributed machine learning with … learning in the communication and networking domain. …