A survey on requirements of future intelligent networks: solutions and future research directions

A Husen, MH Chaudary, F Ahmad - ACM Computing Surveys, 2022 - dl.acm.org
The context of this study examines the requirements of Future Intelligent Networks (FIN),
solutions, and current research directions through a survey technique. The background of …

Machine learning empowered computer networks

T Cerquitelli, M Meo, M Curado, L Skorin-Kapov… - Computer …, 2023 - Elsevier
This special issue explores how emerging machine learning (ML) and artificial intelligence
(AI) algorithms can help computer networks become smarter. The final goal is to disseminate …

Two decades of ai4nets-ai/ml for data networks: Challenges & research directions

P Casas - NOMS 2020-2020 IEEE/IFIP Network Operations and …, 2020 - ieeexplore.ieee.org
The popularity of Artificial Intelligence (AI)–and of Machine Learning (ML) as an approach to
AI, has dramatically increased in the last few years, due to its out-standing performance in …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …

A comprehensive survey on machine learning using in software defined networks (SDN)

S Faezi, A Shirmarz - Human-Centric Intelligent Systems, 2023 - Springer
These days, Internet coverage and technologies are growing rapidly, hence, it makes the
network more complex and heterogeneous. Software defined network (SDN) revolutionized …

[HTML][HTML] A survey of applications of artificial intelligence and machine learning in future mobile networks-enabled systems

İ Yazici, I Shayea, J Din - … Science and Technology, an International Journal, 2023 - Elsevier
Different fields have been thriving with the advents in mobile communication systems in
recent years. These fields reap benefits of data collected by Internet of Things (IoT) in next …

Overview of Artificial Intelligence and Machine Learning

N Zincir‐Heywood, M Mellia… - … Networks and Service …, 2021 - Wiley Online Library
Advances in artificial intelligence and machine learning (AI/ML) algorithms are not only the
fastest growing areas but also provide endless possibilities in many different science and …

[PDF][PDF] Empowering the future 5G networks: an AI based approach

A CB, P Sharma - Telecom Business Review, 2017 - academia.edu
The next telecommunications standard, 5G, envisions that the future networks will support
advanced use cases, such as Internet of things while supporting voluminous simultaneous …

[PDF][PDF] Guest editorial special issue on advances in artificial intelligence and machine learning for networking

P Chemouil, P Hui, W Kellerer, N Limam… - IEEE Journal on …, 2020 - researchgate.net
I. INTRODUCTION ARTIFICIAL Intelligence (AI) and Machine Learn-ing (ML) approaches
have emerged in the networking domain with great expectation. They can be broadly …

When machine learning meets Network Management and Orchestration in Edge-based networking paradigms

A Shahraki, T Ohlenforst, F Kreyß - Journal of Network and Computer …, 2023 - Elsevier
Caused by the rising of new network types, eg, Internet of Things (IoT), within the last
decade and related challenges like Big Data and data processing delay, new paradigms …