Arjun Danda Sureshbabu

Predictive fault tolerance and autonomous remediation in distributed cloud infrastructure

A three-layer predictive fault tolerance architecture, telemetry collection and signal engineering, machine learning-driven anomaly detection, and autonomous remediation orchestration are presented, designed for the operational realities of production-critical enterprise cloud infrastructure.