MANATEE: A DevOps Platform for xApp Lifecycle Management and Testing in Open RAN

2026-01-20

AI Summary

This work addresses the lack of robust lifecycle management for xApps in Open RAN, which hinders automated testing, seamless migration, and production-grade observability. To overcome these limitations, the authors propose the first DevOps platform integrating a service mesh with the O-RAN near-real-time RIC, enabling progressive deployment strategies such as canary releases, A/B testing, and circuit breaking through a CI/CD pipeline. The platform provides fine-grained traffic control and enhanced resilience for xApps. Evaluated in both real-world and simulated environments, the prototype demonstrates that the service mesh introduces less than 1 millisecond of additional latency while significantly improving the delivery efficiency and reliability of xApps across heterogeneous deployment scenarios.

Technology Category

• Planning, Routing, and Scheduling: Applications
• Search and Optimization: Applications
• Application Domains: Internet of Things, Sensor Networks & Smart Cities

Application Category

• Systems and Infrastructure for Web, Mobile and WoT: Data management and stream processing for Web, mobile and wireless applications
• User Modeling, Personalization and Recommendation: On-Device user modeling, personalization, and recommendation
• Security and Privacy: Security and privacy of machine learning and AI applications

Abstract

The shift to disaggregated 5G architectures introduces unprecedented flexibility but also significant complexity in Beyond 5G Radio Access Networks (RANs). Open RAN enables programmability through xApps, yet deploying and validating these applications is critical given the nature of the systems they aim to control. Current Open RAN ecosystems lack robust lifecycle management of xApps that enable automated testing, seamless migration, and production-grade observability, resulting in slow, error-prone xApp delivery. To address these issues, DevOps practices can streamline the xApp lifecycle by integrating Continuous Integration/Continuous Deployment (CI/CD) pipelines with advanced traffic management and monitoring, such as leveraging service mesh technologies to enable progressive deployment strategies (e.g., canary releases and A/B testing) to ensure fine-grained observability and resilience. The solution presented in this article, MANATEE (Mesh Architecture for Radio Access Network Automation and TEsting Ecosystems), is the first platform that combines these principles to simplify xApp delivery into production, accelerate innovation, and guarantee performance across heterogeneous O-RAN environments. We prototyped MANATEE on a Kubernetes cluster integrated with the O-RAN Software Community Near-Real Time RAN Intelligent Controller (RIC), as well as with service mesh technologies, to facilitate testing of xApps across simulated, emulated, and real testbed environments. Our experimental results demonstrate that service mesh integration introduces minimal overhead (below 1 ms latency), while enabling reliable canary deployments with fine-grained traffic control and conflict-free A/B testing through circuit-breaking mechanisms.

Problem

• xApp lifecycle management
• Open RAN
• automated testing
• production-grade observability
• DevOps

Innovation

• service mesh
• xApp lifecycle management
• Open RAN
• canary deployment
• CI/CD