Beyond Uptime: Reliability Engineering for AI Infrastructure

Sreejith Kaimal

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Table of Contents

Beyond Uptime : Reliability Engineering for AI Infrastructure

How AI Infrastructure Actually Works
Operation Slowburn
- How can a system be healthy and still be failing?
The Synchronization Problem
Operation Slowburn : A Forensic Reconstruction
- Incident Premise and Cluster Configuration
- The Forensic Investigation
Specialized Networking Technologies
Lossless Fabric Bottlenecks
The Anatomy of Silent Data Corruption
Systematic RCA - The Failure Graph
Generalizing the Incident :A Practitioner Framework
AI Investigating AI : Towards Autonomous Infrastructure