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Generative AI and Data Mesh: Transforming Observability in the Edge-to-Cloud Era

DevConf via YouTube

Overview

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This conference talk from DevConf.IN 2025 explores how the powerful combination of Generative AI and Data Mesh architecture is revolutionizing enterprise observability in edge-to-cloud environments. Presented by speakers Vasanthalakshmi, Jeyaramachandran Paulraj, and PRATHEEBA RAVINDRAN, the 42-minute session delves into how these technologies work together to provide intelligent insights and decentralized data management. Discover practical applications including advanced anomaly detection, automated root-cause analysis across distributed data domains, and the transformation of complex telemetry data into actionable insights. Learn how domain-focused observability with AI-powered insights can enhance incident response and build more resilient enterprise ecosystems. The presentation includes real-world examples and implementation strategies to help attendees understand this next frontier of observability technology. Slides and additional resources are available through the provided link.

Syllabus

Generative AI and Data Mesh: Transforming Observability in the Edge-to-Cloud Era - DevConf.IN 2025

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