Autonomous Network Operations framework
AI Summary
In this video, Manisha Gupta, Group Product Manager at Google Cloud Networking, discusses the Autonomous Network Operations framework designed to assist Telecom Communication Service Providers (CSPs) in overcoming common networking challenges. The framework leverages AI to enhance service reliability, proactively detect network issues, and turn fragmented data into valuable insights. The video outlines three core principles of the framework:
- Data as the Foundation: Emphasizes the importance of a robust data fabric by normalizing and correlating data from various sources using Google Cloud products.
- Proactive Intelligence: Utilizes AI and machine learning to create a digital twin of the network for predictive maintenance and root cause analysis.
- Declarative Operations: Concept of treating configuration as data to increase deployment speed and reduce errors.
The video explains how this framework enables CSPs to improve operational costs and achieve predictable, high-performing networks.