학술논문

AI-Powered Edge Computing Evolution for Beyond 5G Communication Networks
Document Type
Conference
Source
2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) Networks and Communications & 6G Summit (EuCNC/6G Summit), 2023 Joint European Conference on. :478-483 Jun, 2023
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
6G mobile communication
Intelligent automation
Privacy
5G mobile communication
Ecosystems
Safety
Communication networks
Security
Artificial intelligence
Edge computing
AI/ML-based optimization
security and trustworthiness
B5G/6G evolution
edge-cloud compute continuum
closed-loop automation
Language
ISSN
2575-4912
Abstract
Edge computing is a key enabling technology that is expected to play a crucial role in beyond 5G (B5G) and 6G communication networks. By bringing computation closer to where the data is generated, and leveraging Artificial Intelligence (AI) capabilities for advanced automation and orchestration, edge computing can enable a wide range of emerging applications with extreme requirements in terms of latency and computation, across multiple vertical domains. In this context, this paper first discusses the key technological challenges for the seamless integration of edge computing within B5G/6G and then presents a roadmap for the edge computing evolution, proposing a novel design approach for an open, intelligent, trustworthy, and distributed edge architecture.