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Leveraging an open source serverless framework for high energy physics computing

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Bibliographic Details
Main Authors: Vincenzo Eduardo, Padulano, Pablo Oliver, Cortés, Pedro, Alonso-Jordá
Format: Book
Language:English
Published: Springer 2023
Subjects:
CERN
HEP
Online Access:https://link.springer.com/article/10.1007/s11227-022-05016-y
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8269
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spelling oai:localhost:PNK-82692023-04-25T03:27:04Z Leveraging an open source serverless framework for high energy physics computing Vincenzo Eduardo, Padulano Pablo Oliver, Cortés Pedro, Alonso-Jordá CERN HEP CC BY CERN (Centre Europeen pour la Recherce Nucleaire) is the largest research centre for high energy physics (HEP). It offers unique computational challenges as a result of the large amount of data generated by the large hadron collider. CERN has developed and supports a software called ROOT, which is the de facto standard for HEP data analysis. This framework offers a high-level and easy-to-use interface called RDataFrame, which allows managing and processing large data sets. In recent years, its functionality has been extended to take advantage of distributed computing capabilities. Thanks to its declarative programming model, the user-facing API can be decoupled from the actual execution backend. This decoupling allows physical analysis to scale automatically to thousands of computational cores over various types of distributed resources. 2023-04-25T03:26:16Z 2023-04-25T03:26:16Z 2023 Book https://link.springer.com/article/10.1007/s11227-022-05016-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/8269 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic CERN
HEP
spellingShingle CERN
HEP
Vincenzo Eduardo, Padulano
Pablo Oliver, Cortés
Pedro, Alonso-Jordá
Leveraging an open source serverless framework for high energy physics computing
description CC BY
format Book
author Vincenzo Eduardo, Padulano
Pablo Oliver, Cortés
Pedro, Alonso-Jordá
author_facet Vincenzo Eduardo, Padulano
Pablo Oliver, Cortés
Pedro, Alonso-Jordá
author_sort Vincenzo Eduardo, Padulano
title Leveraging an open source serverless framework for high energy physics computing
title_short Leveraging an open source serverless framework for high energy physics computing
title_full Leveraging an open source serverless framework for high energy physics computing
title_fullStr Leveraging an open source serverless framework for high energy physics computing
title_full_unstemmed Leveraging an open source serverless framework for high energy physics computing
title_sort leveraging an open source serverless framework for high energy physics computing
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11227-022-05016-y
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8269
_version_ 1764177436555083776
score 8.881002

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