3 papers
cs.DC2025
BanditWare: A Contextual Bandit-based Framework for Hardware Prediction
Tainã Coleman, Hena Ahmed, Ravi Shende +2
Distributed computing systems are essential for meeting the demands of modern applications, yet transitioning from single-system to distributed environments presents significant ch…
cs.LG2024
Towards an Integrated Performance Framework for Fire Science and Management Workflows
H. Ahmed, R. Shende, I. Perez +3
Reliable performance metrics are necessary prerequisites to building large-scale end-to-end integrated workflows for collaborative scientific research, particularly within context…
cs.DC2022
Towards a Dynamic Composability Approach for using Heterogeneous Systems in Remote Sensing
Ilkay Altintas, Ismael Perez, Dmitry Mishin +8
Influenced by the advances in data and computing, the scientific practice increasingly involves machine learning and artificial intelligence driven methods which requires specializ…