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Pré-Publication, Document De Travail Année : 2019

HEP Software Foundation Community White Paper Working Group - Data Processing Frameworks

Paolo Calafiura
  • Fonction : Auteur
Marco Clemencic
  • Fonction : Auteur
Chris Green
  • Fonction : Auteur
Benedikt Hegner
  • Fonction : Auteur
Chris Jones
Kyle Knoepfel
  • Fonction : Auteur
Thomas Kuhr
  • Fonction : Auteur
Jim Kowalkowski
  • Fonction : Auteur
Charles Leggett
  • Fonction : Auteur
Adam Lyon
  • Fonction : Auteur
David Malon
  • Fonction : Auteur
Marc Paterno
  • Fonction : Auteur
Simon Patton
  • Fonction : Auteur
Elizabeth Sexton-Kennedy
  • Fonction : Auteur
Graeme A Stewart
  • Fonction : Auteur
Vakho Tsulaia
  • Fonction : Auteur

Résumé

Data processing frameworks are an essential part of HEP experiments' software stacks. Frameworks provide a means by which code developers can undertake the essential tasks of physics data processing, accessing relevant inputs and storing their outputs, in a coherent way without needing to know the details of other domains. Frameworks provide essential core services for developers and help deliver a configurable working application to the experiments' production systems. Modern HEP processing frameworks are in the process of adapting to a new computing landscape dominated by parallel processing and heterogeneity, which pose many questions regarding enhanced functionality and scaling that must be faced without compromising the maintainability of the code. In this paper we identify a program of work that can help further clarify the key concepts of frameworks for HEP and then spawn R&D activities that can focus the community's efforts in the most efficient manner to address the challenges of the upcoming experimental program.

Dates et versions

hal-01975074 , version 1 (09-01-2019)

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Citer

Paolo Calafiura, Marco Clemencic, Hadrien Grasland, Chris Green, Benedikt Hegner, et al.. HEP Software Foundation Community White Paper Working Group - Data Processing Frameworks. 2019. ⟨hal-01975074⟩
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