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Title: Analysis Facilities for the HL-LHC White Paper

Journal Article · · Computing and Software for Big Science
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  1. Istituto Nazionale di Fisica Nucleare (INFN), Roma (Italy)
  2. Univ. of Manchester (United Kingdom)
  3. Technische Univ. München (Germany)
  4. Univ. of Warwick, Coventry (United Kingdom)
  5. Univ. of Washington, Seattle, WA (United States)
  6. Brookhaven National Laboratory (BNL), Upton, NY (United States)
  7. Morgridge Institute for Research, Madison, WI (United States)
  8. Univ. of Chicago, IL (United States)
  9. Univ. of Oslo (Norway)
  10. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
  11. Research Centre for Energy, Environment and Technology (CIEMAT), Madrid (Spain)
  12. Ludwig Maximilian Univ. of Munich (Germany)
  13. Princeton Univ., NJ (United States)
  14. Syracuse Univ., NY (United States)
  15. Univ. of Wisconsin, Madison, WI (United States)
  16. Univ. of Oxford (United Kingdom)
  17. Karlsruhe Inst. of Technology (KIT) (Germany)
  18. Technische Univ. of Dortmund (Germany)
  19. Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
  20. European Organization for Nuclear Research (CERN), Geneva (Switzerland)
  21. Spanish National Research Council and Polytechnic Univ. of Valencia, Valencia (Spain). Inst. de Fisica Corpuscular; Tata Inst. of Fundamental Research, Bombay (India)
  22. Purdue Univ., West Lafayette, IN (United States)
  23. Univ. of Bristol (United Kingdom)
  24. Rice Univ., Houston, TX (United States)
  25. Paul Scherrer Inst. (PSI), Villigen (Switzerland)
  26. Univ. of Hamburg (Germany)
  27. Helsinki Inst. of Physics (Finland)
  28. Univ. of Massachusetts, Amherst, MA (United States)
  29. Univ. of Michigan, Ann Arbor, MI (United States)
  30. Univ. of Illinois at Urbana-Champaign, IL (United States)
  31. Inst. for High Energy Physics (IFAE), Barcelona (Spain)
  32. Univ. of Liverpool (United Kingdom)
  33. Univ. of Birmingham (United Kingdom)
  34. Univ. of Nebraska, Lincoln, NE (United States)
  35. Univ. of California, Santa Cruz, CA (United States)
+ Show Author Affiliations

This white paper presents the current status of the R&D for Analysis Facilities (AFs) and attempts to summarize the views on the future direction of these facilities. These views have been collected through the High Energy Physics (HEP) Software Foundation’s (HSF) Analysis Facilities forum (HSF Analysis Facilities Forum), established in March 2022, the Analysis Ecosystems II workshop (Analysis Ecosystems Workshop II), that took place in May 2022, and the WLCG/HSF pre-CHEP workshop (WLCG–HSF pre-CHEP Workshop), that took place in May 2023. The paper attempts to cover all the aspects of an analysis facility.

Research Organization:
Brookhaven National Laboratory (BNL), Upton, NY (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
89243024CSC000002
OSTI ID:
2477656
Report Number(s):
FERMILAB-PUB--24-0763-CSAID; arXiv:2404.02100; oai:inspirehep.net:2773393
Journal Information:
Computing and Software for Big Science, Journal Name: Computing and Software for Big Science Journal Issue: 1 Vol. 9; ISSN 2510-2036; ISSN 2510-2044
Publisher:
SpringerCopyright Statement
Country of Publication:
United States
Language:
English

References (16)

Distributed computing in practice: the Condor experience
  • Thain, Douglas; Tannenbaum, Todd; Livny, Miron
  • Concurrency and Computation: Practice and Experience, Vol. 17, Issue 2-4, p. 323-356 https://doi.org/10.1002/cpe.938
journal January 2005
Rucio: Scientific Data Management journal August 2019
A Comparison of CPU and GPU Implementations for the LHCb Experiment Run 3 Trigger journal December 2021
Prototyping a ROOT-based distributed analysis workflow for HL-LHC: The CMS use case journal February 2024
SWAN: A service for interactive analysis in the cloud journal January 2018
RDataFrame: Easy Parallel ROOT Analysis at 100 Threads journal January 2019
REANA: A System for Reusable Research Data Analyses journal January 2019
Evolution of the ROOT Tree I/O journal January 2020
ARMing HEP for the future Energy Efficiency of WLCG sites (ARM vs. x86) journal January 2024
The NAF: National analysis facility at DESY journal April 2010
EOS as the present and future solution for data storage at CERN journal December 2015
CERNBox + EOS: end-user storage for science journal December 2015
Yadage and Packtivity – analysis preservation using parametrized workflows journal October 2017
Methods included journal May 2022
Sustainable data analysis with Snakemake journal April 2021
DIRAC - The Distributed MC Production and Analysis for LHCb null January 2004

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97 MATHEMATICS AND COMPUTING
Analysis facilities
Analysis preservation
Data access
Data analysis
Federated identity management
Grid computing
HL-LHC
High energy physics
Resource provisioning
Scientific computing