mlsanityData to 7 Oct 2026

Beyond Connectivity: An Open Architecture for AI-RAN Convergence in 6G

arXiv 2507.06911 ↗First posted 9 Jul 2025cs.NI cs.AI eess.SPcited by 10

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Abstract (arXiv)

Data-intensive Artificial Intelligence (AI) applications at the network edge demand a fundamental shift in Radio Access Network (RAN) design, from merely consuming AI for network optimization, to actively enabling distributed AI workloads. This presents a significant opportunity for network operators to monetize AI while leveraging existing infrastructure. To realize this vision, this article presents a novel converged O-RAN and AI-RAN architecture for unified orchestration and management of telecommunications and AI workloads on shared infrastructure. The proposed architecture extends the Open RAN principles of modularity, disaggregation, and cloud-nativeness to support heterogeneous AI deployments. We introduce two key architectural innovations: (i) the AI-RAN Orchestrator, which extends the O-RAN Service Management and Orchestration (SMO) to enable integrated resource and allocation across RAN and AI workloads; and (ii) AI-RAN sites that provide distributed edge AI platforms with real-time processing capabilities. The proposed architecture enables flexible orchestration, meeting requirements for managing heterogeneous workloads at different time scales while maintaining open, standardized interfaces and multi-vendor interoperability.

Key facts. Cited by 10 papers in the map (data through 7 Oct 2026). Builds on 8 of its 22 references that are in the map. First posted on arXiv 9 Jul 2025.

Builds on

8 of 22 references.

References · 8

  1. 2022Understanding O-RAN: Architecture, Interfaces, Algorithms, Security, and Research Challengescited by 54
  2. 2025AI-RAN: Transforming RAN with AI-driven Computing Infrastructurecited by 14
  3. 2025dApps: Enabling Real-Time AI-Based Open RAN Controlcited by 14
  4. 2024X5G: An Open, Programmable, Multi-vendor, End-to-end, Private 5G O-RAN Testbed with NVIDIA ARC and OpenAirInterfacecited by 6
  5. 2025AutoRAN: Automated and Zero-Touch Open RAN Systemscited by 6
  6. 2023Hardware Acceleration for Open Radio Access Networks: A Contemporary Overviewcited by 4
  7. 2025The Interplay of AI-and-RAN: Dynamic Resource Allocation for Converged 6G Platformcited by 3
  8. 2024Distributed AI Platform for the 6G RANcited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 10.

10 papers.