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UID:submissions.supercomputing.org_SC24_sess388_pap637@linklings.com
SUMMARY:Revisiting Computation for Research: Practices and Trends
DESCRIPTION:Jeremiah Giordani, Ziyang Xu, Ella Colby, August Ning, Bhargav
  Reddy Godala, Ishita Chaturvedi, Shaowei Zhu, Yebin Chon, Greg Chan, Zuju
 n Tan, Galen Collier, and Jonathan D. Halverson (Princeton University); En
 rico Armenio Deiana, Jasper Liang, Federico Sossai, Yian Su, Atmn Patel, B
 angyen Pham, Nathan Greiner, and Simone Campanoni (Northwestern University
 ); and David I. August (Princeton University)\n\nIn the field of computati
 onal science, effectively supporting researchers necessitates a deep under
 standing of how they utilize computational resources. Building upon a deca
 de-old survey that explored the practices and challenges of research compu
 tation, this study aims to bridge the understanding gap between providers 
 of computational resources and researchers who rely on them. This study re
 visits key survey questions and gathers feedback on open-ended topics from
  over a hundred interviews. Quantitative analyses of present and past resu
 lts illuminate the landscape of research computation. Qualitative analyses
 , including careful use of large language models, highlight trends and cha
 llenges with concrete evidence. Given the rapid evolution of computational
  science, this paper offers a \textit{toolkit} with methodologies and insi
 ghts to simplify future research and ensure ongoing examination of the lan
 dscape. This study, with its findings and toolkit, guides enhancements to 
 computational systems, deepens understanding of user needs, and streamline
 s reassessment of the computational landscape.\n\nTag: Data Movement and M
 emory, Performance Evaluation and/or Optimization Tools, Resource Manageme
 nt, State of the Practice\n\nRegistration Category: Tech Program Reg Pass\
 n\nSession Chair: Antonio J. Peña (Barcelona Supercomputing Center (BSC), 
 Universitat Politècnica de Catalunya (UPC))\n\n
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