Towards federated learning and multi-access edge computing for air quality monitoring: literature review and assessment

S Abimannan, ESM El-Alfy, S Hussain, YS Chang… - Sustainability, 2023 - mdpi.com
Systems for monitoring air quality are essential for reducing the negative consequences of
air pollution, but creating real-time systems encounters several challenges. The accuracy …

Blockchain and 6G-enabled IoT

HH Pajooh, S Demidenko, S Aslam, M Harris - Inventions, 2022 - mdpi.com
Ubiquitous computing turns into a reality with the emergence of the Internet of Things (IoT)
adopted to connect massive numbers of smart and autonomous devices for various …

A review towards AI empowered 6G communication requirements, applications, and technologies in mobile edge computing

A Bandi - 2022 6th International Conference on Computing …, 2022 - ieeexplore.ieee.org
As we go beyond 5G and towards 6G wireless networks, artificial intelligence and machine
learning solutions will be critical for various applications that execute at the edge nodes …

Federated learning meets blockchain at 6G edge: A drone-assisted networking for disaster response

SR Pokhrel - Proceedings of the 2nd ACM MobiCom workshop on …, 2020 - dl.acm.org
We consider a new blockchain empowered federated learning approach which uses
wireless mobile miners at drones in the future sixth generation (6G) networks for a disaster …

Mobility-aware offloading and resource allocation in NOMA-MEC systems via DC

C Li, H Wang, R Song - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) is a promising computing paradigm that incorporates
computing capability into a radio access network (RAN) nearby user equipment (UE) to …

Autonomy and intelligence in the computing continuum: Challenges, enablers, and future directions for orchestration

H Kokkonen, L Lovén, NH Motlagh, A Kumar… - arXiv preprint arXiv …, 2022 - arxiv.org
Future AI applications require performance, reliability and privacy that the existing, cloud-
dependant system architectures cannot provide. In this article, we study orchestration in the …

Security and privacy for edge intelligence in 5G and beyond networks: Challenges and solutions

Y Li, Y Yu, W Susilo, Z Hong… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
5G and beyond (B5G) networks are leading a digital revolution in telecommunication in both
academia and industry. It brings new paradigms in many aspects of people's daily lives due …

A survey on DRX mechanism: Device power saving from LTE and 5G new radio to 6G communication systems

KH Lin, HH Liu, KH Hu, A Huang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The Discontinuous Reception (DRX) is the most effective timer-based mechanism for User
Equipment (UE) power saving. In Long Term Evolution (LTE) systems, the development of …

White paper on 6G networking

T Taleb, RL Aguiar, I Grida Ben Yahia, B Chatras… - 2020 - biblio.ugent.be
Beyond 5G and 6G networks would need to lower latency further and enhance reliability for
precision-demanding services (eg, immersive services such as holography, augmented …

AI-native interconnect framework for integration of large language model technologies in 6G systems

S Tarkoma, R Morabito, J Sauvola - arXiv preprint arXiv:2311.05842, 2023 - arxiv.org
The evolution towards 6G architecture promises a transformative shift in communication
networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into …