학술논문

ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks
Document Type
Conference
Source
2023 IEEE Globecom Workshops (GC Wkshps) Globecom Workshops (GC Wkshps), 2023 IEEE. :744-750 Dec, 2023
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
6G mobile communication
Representation learning
Wireless communication
Technological innovation
Automation
Telepresence
Computer architecture
6G Architecture
UE- VBS
DAI Framework
CrowdSourcing AI
Zero-Touch Management
BDlx agents
AI/ML
NTN
Multimodal Representation Learning
Language
Abstract
In the upcoming 6G era, mobile networks must deal with more challenging applications (e.g., holographic telepresence and immersive communication) and meet far more stringent application requirements stemming along the edge-cloud continuum. These new applications will create an elevated level of expectations on performance, reliability, ubiquity, trust-worthiness, security, openness, and sustainability, pushing the boundaries of innovation and driving transformational change across the architecture of future mobile networks. Towards this end, ADROIT6G proposes a set of disruptive innovations with a clear vision on setting a 6G network architecture that can be tailored to the requirements of innovative applications and match the ambitious KPls set for 6G networks. More specifically, the key transformations that ADROIT6G considers essential to 6G network evolution are: i) AIIML-powered optimisations across the network, exploring solutions in the “Distributed Artificial Intelligence (DAI)” domain for high performance and automation; ii) Transforming to fully cloud-native network software, which can be implemented across various edge-cloud platforms, with security built integrally into the network user plan; and iii) Soft-ware driven, zero-touch operations and ultimately automation of every aspect of the network and the services it delivers.