A Learning-Based Reliability Platform for Automated GPU Fault Classification
Abstract
Large-scale artificial intelligence (AI) training and inference systems rely on highly available acceleratorinfrastructure, where hardware faults directly reduce effective compute capacity and prolong recovery times. As GPU clusters grow in scale and architectural diversity
Fields of Study & Subjects
Distributed systems and fault tolerance
Parallel Computing and Optimization Techniques
Software System Performance and Reliability
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 January 2026