Ravi Kiran Gadiraju

AI-Driven Hardware Telemetry: Predictive Device Health and Autonomous Remediation at Scale

Abstract:

Modern enterprise device fleets generate massive telemetry data that can be leveraged using AI to predict failures before they occur. This talk explores scalable telemetry architectures, AI-driven anomaly detection models, and real-world implementations that enable predictive device health monitoring and autonomous remediation across millions of enterprise devices.

Profile:

Ravi Kiran Gadiraju is a Senior Advisor in Product Management at Dell Technologies specializing in AI-driven telemetry platforms and predictive device analytics. He leads large-scale enterprise telemetry initiatives that monitor millions of devices globally, enabling proactive issue detection and automated remediation. Ravi is an active researcher, speaker, and reviewer in AI, cloud systems, and enterprise infrastructure analytics.