Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds

Scalable Declarative HEP Analysis Workflows for Containerised Compute Clouds

We describe a novel approach for experimental High-Energy Physics (HEP) data analyses that is centred around the declarative rather than imperative paradigm when describing analysis computational tasks. The analysis process can be structured in the form of a Directed Acyclic Graph (DAG), where each...

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Bibliographic Details
Main Authors: Tibor Šimko, Lukas Alexander Heinrich, Clemens Lange, Adelina Eleonora Lintuluoto, Danika Marina MacDonell, Audrius Mečionis, Diego Rodríguez Rodríguez, Parth Shandilya, Marco Vidal García
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Big Data
Subjects:
computational workflows
reproducibility
scalability
declarative programming
analysis preservation
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.661501/full

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