2 papers
cs.PF2025
Predictive Modeling of I/O Performance for Machine Learning Training Pipelines: A Data-Driven Approach to Storage Optimization
Karthik Prabhakar, Durgamadhab Mishra
Modern machine learning training is increasingly bottlenecked by data I/O rather than compute. GPUs often sit idle at below 50% utilization waiting for data. This paper presents a…
cs.CV2025
NystagmusNet: Explainable Deep Learning for Photosensitivity Risk Prediction
Karthik Prabhakar
Nystagmus patients with photosensitivity face significant daily challenges due to involuntary eye movements exacerbated by environmental brightness conditions. Current assistive so…