4 papers
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…
Bridging eResearch Infrastructure and Experimental Materials Science Process in the Quantum Data Hub
Amarnath Gupta, Shweta Purawat, Subhasis Dasgupta +3
Experimental materials science is experiencing significant growth due to automated experimentation and AI techniques. Integrated autonomous platforms are emerging, combining genera…
Towards A Methodology and Framework for Workflow-Driven Team Science
Ilkay Altintas, Shweta Purawat, Daniel Crawl +2
Scientific workflows are powerful tools for management of scalable experiments, often composed of complex tasks running on distributed resources. Existing cyberinfrastructure provi…
Modular Resource Centric Learning for Workflow Performance Prediction
Alok Singh, Mai Nguyen, Shweta Purawat +2
Workflows provide an expressive programming model for fine-grained control of large-scale applications in distributed computing environments. Accurate estimates of complex workflow…