3 papers
cs.DC2026
GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations
Ehsan Yousefzadeh-Asl-Miandoab, Reza Karimzadeh, Danyal Yorulmaz +2
Collocating deep learning training tasks improves GPU utilization but risks resource contention, severe slowdowns, and out-of-memory (OOM) failures. Accurate memory estimation is e…
eess.IV2025
Adaptive and Robust Image Processing on CubeSats
Robert Bayer, Julian Priest, Daniel Kjellberg +5
CubeSats offer a low-cost platform for space research, particularly for Earth observation. However, their resource-constrained nature and being in space, challenge the flexibility…
cs.LG2023
Reaching the Edge of the Edge: Image Analysis in Space
Robert Bayer, Julian Priest, Pınar Tözün
Satellites have become more widely available due to the reduction in size and cost of their components. As a result, there has been an advent of smaller organizations having the ab…