Open6G: Orchestration, conflict management, and explainability in AI-powered next G wireless systems
0This talk presents an overview of Prof. Tommaso Melodia’s work laying the basic architectural and algorithmic principles for new approaches to design open, programmable, AI-powered, and virtualized next-generation cellular networks. It discusses architectural aspects, automation principles, and algorithmic frameworks enabling orchestration and management of intelligence, as well as coexistence between AI and RAN on a shared computed infrastructure. It also focuses on intent-driven orchestration and network control through rApps, xApps, and dApps operating at multiple time scales on the radio access network, with a focus on mitigation of conflicts arising from multiple Apps attempting to control correlated functionalities and on explainability of the resulting network behavior.
Speakers:
Tommaso Melodia
Chair Professor, Department of Electrical and Computer Engineering, Northeastern University, USA
Moderators:
Ian F. Akyildiz
ITU J-FET Editor-in-Chief and Truva Inc., USA
Wisdom corner
Moderators:
Alessia Magliarditi
ITU Journal Manager, International Telecommunication Union (ITU)
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The views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU.