HPC Application Runtime Predictor (HARP)

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Property Value
Component ID HARP
Name HPC Application Runtime Predictor (HARP)
Owner Swathi Vallabhajosyula
Project/Thrust core/AI4CI
Status Prototype
Description Pipeline for predicting application (specifically, ML) runtimes.
Component Version 1.0.0
Target ICICLE Release 2023-04
License https://github.com/manikyaswathi/harp/blob/main/LICENSE
Website
Source Code https://github.com/ICICLE-ai/harp
Release Notes
DOI
Citation S. Vallabhajosyula and R. Ramnath, 'Establishing a Generalizable Framework for Generating Cost-Aware Training Data and Building Unique Context-Aware Walltime Prediction Regression Models,' 2022 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), Melbourne, Australia, 2022, pp. 497-506, doi: 10.1109/ISPA-BDCloud-SocialCom-SustainCom57177.2022.00070
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