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Training-based Workforce Development in Advanced Computing for Research and Education (ACoRE)

Published: 09 July 2017 Publication History

Abstract

Data proliferation across all domains is enabled by the advancement in data sharing and procurement that has led to explosion in volume of data worldwide. The exponential growth in data has provided opportunities for machine learning algorithms and computational algorithms that benefit from greater availability of data. Access to robust and resilient high performance computing (HPC) resources is available through campus and/or national centers. The growth in demand for advanced computing resources from non-traditional HPC research community leads to an increasing strain on user-support at local centers and/or national programs such as XSEDE, which creates challenges. At Georgia State University (GSU), we have a diverse HPC user community of over 300 users whom represent more than 40 disciplines and use about four million CPU hours annually. We implemented a workforce development model to support our HPC community through a combination of local and external workshops as well as integration of HPC training within classes such as Big Data Programming, Scientific Computing, Parallel and Distributed Computing (PDC). As part of our approach, we consolidated our three disparate local HPC resources under one management system that provides a similar user environment to that of national resources part of XSEDE, which simplifies user transition from local to national resources.

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  • (2022)Phoenix: The Revival of Research Computing and the Launch of the New Cost Model at Georgia TechPractice and Experience in Advanced Research Computing 2022: Revolutionary: Computing, Connections, You10.1145/3491418.3530767(1-9)Online publication date: 8-Jul-2022
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cover image ACM Other conferences
PEARC '17: Practice and Experience in Advanced Research Computing 2017: Sustainability, Success and Impact
July 2017
451 pages
ISBN:9781450352727
DOI:10.1145/3093338
  • General Chair:
  • David Hart
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 July 2017

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Author Tags

  1. High Performance Computing
  2. Workforce development
  3. metrics
  4. sustainability
  5. training

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PEARC17

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PEARC '17 Paper Acceptance Rate 54 of 79 submissions, 68%;
Overall Acceptance Rate 133 of 202 submissions, 66%

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Cited By

View all
  • (2024)Cultivating Cyberinfrastructure Careers through Student Engagement at Texas A&M University High Performance Research ComputingPractice and Experience in Advanced Research Computing 2024: Human Powered Computing10.1145/3626203.3670544(1-6)Online publication date: 17-Jul-2024
  • (2023)Mapping the national HPC ecosystem and training needs: The Greek paradigmThe Journal of Supercomputing10.1007/s11227-023-05080-y79:10(10691-10705)Online publication date: 15-Feb-2023
  • (2022)Phoenix: The Revival of Research Computing and the Launch of the New Cost Model at Georgia TechPractice and Experience in Advanced Research Computing 2022: Revolutionary: Computing, Connections, You10.1145/3491418.3530767(1-9)Online publication date: 8-Jul-2022
  • (2021)G protein-coupled receptors as candidates for modulation and activation of the chemical senses in decapod crustaceansPLOS ONE10.1371/journal.pone.025206616:6(e0252066)Online publication date: 4-Jun-2021
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  • (2019)Serverless Science Gateway Development for Ca2+ binding site prediction on Amazon Web ServicesPractice and Experience in Advanced Research Computing 2019: Rise of the Machines (learning)10.1145/3332186.3333050(1-5)Online publication date: 28-Jul-2019
  • (2019)Electrostatic Spectral Tuning Maps for Biological ChromophoresThe Journal of Physical Chemistry B10.1021/acs.jpcb.9b00489123:23(4813-4824)Online publication date: 14-Mar-2019
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  • (2018)Evaluation of ACI Training on User PreparednessProceedings of the Practice and Experience on Advanced Research Computing: Seamless Creativity10.1145/3219104.3219130(1-6)Online publication date: 22-Jul-2018
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