Search Results for author: Shweta Purawat

Found 1 papers, 0 papers with code

Modular Resource Centric Learning for Workflow Performance Prediction

no code implementations15 Nov 2017 Alok Singh, Mai Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas

The central idea of this work is to train resource-centric machine learning agents to capture complex relationships between a set of program instructions and their performance metrics when executed on a specific resource.

BIG-bench Machine Learning Distributed Computing +1

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