mlsanityData to 14 Oct 2026

ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks

arXiv 2403.05277 ↗First posted 8 Mar 2024cs.NIcited by 2

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Abstract (arXiv)

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, trustworthiness, 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 KPIs set for 6G networks. More specifically, the key transformations that ADROIT6G considers essential to 6G network evolution are: i) AI/ML-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) Software driven, zero-touch operations and ultimately automation of every aspect of the network and the services it delivers.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Mar 2024.

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.