A Survey on AI-driven Energy Optimisation in Terrestrial Next Generation Radio Access Networks

K Sthankiya, N Saeed, G McSorley, M Jaber… - IEEE …, 2024 - ieeexplore.ieee.org
This survey uncovers the tension between AI techniques designed for energy saving in
mobile networks and the energy demands those same techniques create. We compare …

Optimization of Quality of AI Service in 6G Native AI Wireless Networks

T Chen, J Deng, Q Tang, G Liu - Electronics, 2023 - mdpi.com
To comply with the trend of ubiquitous intelligence in 6G, native AI wireless networks are
proposed to orchestrate and control communication, computing, data, and AI model …

A network architecture for scalable end-to-end management of reusable AI-based applications

F Brito, JC Cisneros, N Linder, R Riggio… - … on Network of the …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) is a key enabler for future 6G networks. Currently, related
architecture works propose AI-based applications and network services that are dedicated to …

Accelerating the Inference of Deep Learning-based CSI Feedback on a General-purpose CPU

J Xiao, Y Jiang, P Song, X Hei - 2024 IEEE/CIC International …, 2024 - ieeexplore.ieee.org
Artificial Intelligence (AI) and Machine Learning (ML) are transforming industries worldwide
and the telecom industry is no exception. Nowadays, AI/ML technologies have been applied …

Ai-Native Transformation for Next-Generation Telecommunication Networks

S Vasudevan, AA Salem, MJ Prasath… - Available at SSRN …, 2024 - papers.ssrn.com
This position paper posits that inherent Artificial Intelligence (AI) will be a critical enabler of
the next generations (5G, 5G Advanced, 6G and beyond) of advances in …