82 citations · 82 across the 5 of their papers we have counts for
5 papers
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…
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…
Multimodal Wildland Fire Smoke Detection
Siddhant Baldota, Shreyas Anantha Ramaprasad, Jaspreet Kaur Bhamra +9
Research has shown that climate change creates warmer temperatures and drier conditions, leading to longer wildfire seasons and increased wildfire risks in the United States. These…
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…
FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection
Anshuman Dewangan, Yash Pande, Hans-Werner Braun +5
The size and frequency of wildland fires in the western United States have dramatically increased in recent years. On high-fire-risk days, a small fire ignition can rapidly grow an…