Holistic network virtualization and pervasive network intelligence for 6G

X Shen, J Gao, W Wu, M Li, C Zhou… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In this tutorial paper, we look into the evolution and prospect of network architecture and
propose a novel conceptual architecture for the 6th generation (6G) networks. The proposed …

Deep reinforcement learning for resource management on network slicing: A survey

JA Hurtado Sánchez, K Casilimas… - Sensors, 2022 - mdpi.com
Network Slicing and Deep Reinforcement Learning (DRL) are vital enablers for achieving
5G and 6G networks. A 5G/6G network can comprise various network slices from unique or …

6G networks: Beyond Shannon towards semantic and goal-oriented communications

EC Strinati, S Barbarossa - Computer Networks, 2021 - Elsevier
The goal of this paper is to promote the idea that including semantic and goal-oriented
aspects in future 6G networks can produce a significant leap forward in terms of system …

Towards 6G-enabled internet of vehicles: Security and privacy

DPM Osorio, I Ahmad, JDV Sánchez… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The conceptualisation of the sixth generation of mobile wireless networks (6G) has already
started with some potential disruptive technologies resonating as enablers for driving the …

A joint study of the challenges, opportunities, and roadmap of mlops and aiops: A systematic survey

J Diaz-De-Arcaya, AI Torre-Bastida, G Zárate… - ACM Computing …, 2023 - dl.acm.org
Data science projects represent a greater challenge than software engineering for
organizations pursuing their adoption. The diverse stakeholders involved emphasize the …

Metaslicing: A novel resource allocation framework for metaverse

NH Chu, DT Hoang, DN Nguyen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Creating and maintaining the Metaverse requires enormous resources that have never been
seen before, especially computing resources for intensive data processing to support the …

Federated learning-empowered mobile network management for 5G and beyond networks: From access to core

J Lee, F Solat, TY Kim, HV Poor - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
The fifth generation (5G) and beyond wireless networks are envisioned to provide an
integrated communication and computing platform that will enable multipurpose and …

SliceBlock: context-aware authentication handover and secure network slicing using DAG-blockchain in edge-assisted SDN/NFV-6G environment

IH Abdulqadder, S Zhou - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Network slicing in a 6G environment is an important research area in the current years.
However, satisfying the demands of network slice requests is a challenging task. Energy …

A survey on semantic communications for intelligent wireless networks

S Iyer, R Khanai, D Torse, RJ Pandya… - Wireless Personal …, 2023 - Springer
Research on intelligent wireless network aims at the development of a human society which
is ubiquitous and mobile, simultaneously providing solutions to the coverage, capacity, and …

Applications of auction and mechanism design in edge computing: A survey

H Qiu, K Zhu, NC Luong, C Yi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Edge computing as a promising technology provides lower latency, more efficient
transmission, and faster speed of data processing since the edge servers are closer to the …