Increase service reliability and performance with autonomous network operations
Join Google Cloud's Naresh Rao (Head of Telco Data Analytics Partnerships and Solutions) and Yogesh Tewari (Cloud Data Engineer) as they unveil Google Cloud's vision and framework for Autonomous Network Operations (ANO) tailored for Communication Service Providers (CSPs).
๐๐ต๐ฎ๐น๐น๐ฒ๐ป๐ด๐ฒ: Communication service providers are struggling with immense complexity in their network operations. Their current analytics footprint is often a patchwork of legacy systems and siloed data stores. This creates critical bottlenecks, including slow, manual troubleshooting, a lack of real-time insights, and bespoke solutions that donโt scale, preventing a unified, AI-centric approach to operations.
๐ฆ๐ผ๐น๐๐๐ถ๐ผ๐ป: Google Cloud Professional Services is partnering with telcos to build a temporal network digital twin, creating a single source of truth for the entire operation. This is achieved by creating a unified data layer with Google Cloud Spanner, consolidating analytics workloads in BigQuery, and building robust data pipelines with Dataflow and Pub/Sub. This clean, unified data foundation enables the next leap forward: true AI-driven automation.
๐ฅ๐ฒ๐๐๐น๐๐: With a robust data foundation in place, the roadmap moves from providing insights to enabling intelligent, automated actions. The future includes leveraging Graph AI on Vertex AI for predictive root cause analysis, using Spanner Graph with Gemini models to allow engineers to query the network to enable autonomous agents for proactive anomaly detection, diagnostics, and healing.
Timestamps
0:00 - Introduction & Vision for Autonomous Networks
1:20 - Google Cloud's Autonomous Network Operations Framework
2:08 - Current Telco Challenges & PSO's Role
3:47 - Building the Temporal Network Digital Twin with Google Cloud
5:55 - The Future Roadmap: AI-Driven Automation & Intelligent Actions
7:30 - Transforming Telco Business & Conclusion
Visit Google Cloud for Telecommunications solutions page: https://cloud.google.comhttps://cloud.google.com/solutions/telecommunications?hl=en