AutoRAN: Automated and Zero-Touch Open RAN Systems
By: Stefano Maxenti , Ravis Shirkhani , Maxime Elkael and more
Potential Business Impact:
Sets up 5G networks automatically and fast.
[...] This paper presents AutoRAN, an automated, intent-driven framework for zero-touch provisioning of open, programmable cellular networks. Leveraging cloud-native principles, AutoRAN employs virtualization, declarative infrastructure-as-code templates, and disaggregated micro-services to abstract physical resources and protocol stacks. Its orchestration engine integrates Language Models (LLMs) to translate high-level intents into machine-readable configurations, enabling closed-loop control via telemetry-driven observability. Implemented on a multi-architecture OpenShift cluster with heterogeneous compute (x86/ARM CPUs, NVIDIA GPUs) and multi-vendor Radio Access Network (RAN) hardware (Foxconn, NI), AutoRAN automates deployment of O-RAN-compliant stacks-including OpenAirInterface, NVIDIA ARC RAN, Open5GS core, and O-RAN Software Community (OSC) RIC components-using CI/CD pipelines. Experimental results demonstrate that AutoRAN is capable of deploying an end-to-end Private 5G network in less than 60 seconds with 1.6 Gbps throughput, validating its ability to streamline configuration, accelerate testing, and reduce manual intervention with similar performance than non cloud-based implementations. With its novel LLM-assisted intent translation mechanism, and performance-optimized automation workflow for multi-vendor environments, AutoRAN has the potential of advancing the robustness of next-generation cellular supply chains through reproducible, intent-based provisioning across public and private deployments.
Similar Papers
AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
Artificial Intelligence
AI makes cell towers smarter and self-fixing.
End-to-End Edge AI Service Provisioning Framework in 6G ORAN
Networking and Internet Architecture
Lets phones understand and build smart network services.
Virtualizing RAN: Science, Strategy, and Architecture of Software-Defined Mobile Networks
Networking and Internet Architecture
Makes phones connect faster and cheaper.