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Shweta Purawat

4 papers hereh-index 8336 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CY1
  • cs.DC1
  • cs.LG1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedModular Resource Centric Learning for Workflow Performance Prediction

3 citations · 3 across the 4 of their papers we have counts for

collaborators

4 papers

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.SE2024

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…

cs.CY2019

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…

cs.DC2017★ 3 cited

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…

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