Track: Research Track |
| TelcoFormrix: an AI-Augmented Framework for Declarative and Scalable Provisioning of Real-Time Communication Infrastructure(Work in progress) (1571173319) |
| The growing demand for real-time communication (RTC) services necessitates more efficient and reliable infrastructure provisioning methods. This work-in-progress paper introduces Telcoformrix, an AI-native Infrastructure-as-Code (IaC) framework designed to simplify the deployment of RTC infrastructure. By leveraging a fine-tuned large language model (LLM), Telcoformrix translates high-level YAML declarations into Terraform JSON configurations, abstracting the complexities of cloud and edge network setup. Integrated with GitOps workflows, the framework aims to automate validation and deployment via CI/CD pipelines. This paper outlines the motivation, design, and planned evaluation of Telcoformrix, positioning it as a promising approach to reducing cognitive load and configuration errors in RTC infrastructure management. |
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Real Time Communications Conference & Expo at Illinois Tech
IEEE International Conference
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