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ROOT for the HL-LHC: data format / Naumann, Axel (CERN) ; Canal, Philippe (Fermilab) ; Tejedor, Enric (CERN) ; Guiraud, Enrico (CERN) ; Moneta, Lorenzo (CERN) ; Bellenot, Bertrand (CERN) ; Couet, Olivier (CERN) ; Tadel, Alja Mrak (San Diego State U.) ; Tadel, Matevz ; Linev, Sergey (San Diego State U. ; Darmstadt, GSI) et al.
This document discusses the state, roadmap, and risks of the foundational components of ROOT with respect to the experiments at the HL-LHC (Run 4 and beyond). [...]
FERMILAB-FN-1165-SCD ; arXiv:2204.04557. -
Fermilab Library Server - Fulltext - Fulltext

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(91)

HL-LHC Analysis With ROOT / Naumann, Axel (CERN) ; Canal, Philippe (Fermilab) ; Tejedor, Enric (CERN) ; Guiraud, Enrico (CERN) ; Moneta, Lorenzo (CERN) ; Bellenot, Bertrand (CERN) ; Couet, Olivier (CERN) ; Tadel, Alja Mrak (UC, San Diego) ; Tadel, Matevz (UC, San Diego) ; Linev, Sergey (Darmstadt, GSI) et al.
ROOT is high energy physics' software for storing and mining data in a statistically sound way, to publish results with scientific graphics. [...]
arXiv:2205.06121 ; FERMILAB-TM-2774-SCD. - 46.
Fermilab Library Server - Fulltext - Fulltext

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(57)

Software Challenges For HL-LHC Data Analysis / ROOT Team Collaboration
The high energy physics community is discussing where investment is needed to prepare software for the HL-LHC and its unprecedented challenges. [...]
arXiv:2004.07675. - 10.
Fermilab Library Server (fulltext available) - Fulltext - Fulltext

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(56)

RNTuple performance: Status and Outlook / Lopez-Gomez, Javier (CERN) ; Blomer, Jakob (CERN)
Upcoming HEP experiments, e.g. at the HL-LHC, are expected to increase the volume of generated data by at least one order of magnitude. [...]
arXiv:2204.09043.- 2023 - 5 p.
- Published in : J. Phys. : Conf. Ser.: 2438 (2023) , no. 1, pp. 012118 Fulltext: 2204.09043 - PDF; document - PDF;
In : 20th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2021), Daejeon, Korea, 29 Nov - 3 Dec 2021, pp.012118

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(53)

ROOT’s RNTuple I/O Subsystem: The Path to Production / Blomer, Jakob (CERN) ; Canal, Philippe (Fermilab) ; de Geus, Florine (CERN) ; Hahnfeld, Jonas (CERN) ; Naumann, Axel (CERN) ; Lopez-Gomez, Javier (CERN) ; Miotto, Giovanna Lazzari (CERN) ; Padulano, Vincenzo Eduardo (CERN)
The RNTuple I/O subsystem is ROOT’s future event data file format and access API. It is driven by the expected data volume increase at upcoming HEP experiments, e.g. [...]
FERMILAB-CONF-24-0690-CSAID.- 2024 - 7 p. - Published in : EPJ Web Conf. 295 (2024) 06020 Fulltext: document - PDF; 5fef0b895aa1fd0f7fb49d3c87a67721 - PDF; External link: Fermilab Library Server
In : 26th International Conference on Computing in High Energy & Nuclear Physics, Norfolk, Virginia, Us, 8 - 12 May 2023, pp.06020

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(35)

Parallel Writing of Nested Data in Columnar Formats / Hahnfeld, Jonas (CERN ; Frankfurt U.) ; Blomer, Jakob (CERN) ; Kollegger, Thorsten (Frankfurt U.)
High Energy Physics (HEP) experiments, for example at the Large Hadron Collider (LHC) at CERN, store data at exabyte scale in sets of files. They use a binary columnar data format by the ROOT framework, that also transparently compresses the data. [...]
arXiv:2410.14239.- 2024-08-26 - 14 p. - Published in : Lect. Notes Comput. Sci. 14802 (2024) 18-31 Fulltext: PDF;
In : 30th European Conference on Parallel and Distributed Processing (Euro-Par 2024), Madrid, Spain, 26 - 30 Aug 2024, pp.18-31

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(35)

Exploring Object Stores for High-Energy Physics Data Storage / López-Gómez, Javier (CERN) ; Blomer, Jakob (CERN)
Over the last two decades, ROOT TTree has been used for storing over one exabyte of High-Energy Physics (HEP) events. The TTree columnar on-disk layout has been proved to be ideal for analyses of HEP data that typically require access to many events, but only a subset of the information stored for each of them. [...]
arXiv:2107.07304.- 2021 - 10 p.
- Published in : EPJ Web Conf.: 251 (2021) , pp. 02066 Fulltext: Fulltext - PDF; document - PDF; 2107.07304 - PDF;
In : 25th International Conference on Computing in High-Energy and Nuclear Physics (CHEP), Online, Online, 17 - 21 May 2021, pp.02066

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Evolution of the ROOT Tree I/O / Blomer, Jakob (CERN) ; Canal, Philippe (Fermilab) ; Naumann, Axel (CERN) ; Piparo, Danilo (CERN)
The ROOT TTree data format encodes hundreds of petabytes of High Energy and Nuclear Physics events. Its columnar layout drives rapid analyses, as only those parts ("branches") that are really used in a given analysis need to be read from storage. [...]
arXiv:2003.07669; FERMILAB-CONF-20-165-SCD.- 2020 - 10 p. - Published in : EPJ Web Conf. 245 (2020) 02030 Fulltext: fermilab-conf-20-165-scd - PDF; 2003.07669 - PDF; Fulltext from publisher: PDF; External link: Fermilab Library Server (fulltext available)
In : 24th International Conference on Computing in High Energy and Nuclear Physics, Adelaide, Australia, 4 - 8 Nov 2019, pp.02030

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RNTuple: Towards First-Class Support for HPC data centers / Miotto, Giovanna Lazzari (Rio Grande do Sul U.) ; Lopez-Gomez, Javier (CERN)
Compared to LHC Run 1 and Run 2, future HEP experiments, e.g., at the HL-LHC, will increase the volume of generated data by an order of magnitude. [...]
arXiv:2312.08499. - 5 p.
Fulltext

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HEP Software Foundation Community White Paper Working Group --- Visualization / Bellis, Matthew (Siena Coll., Loudonville ; Cornell U.) ; Bianchi, Riccardo Maria (Pittsburgh U.) ; Binet, Sebastien (Clermont-Ferrand U.) ; Bohak, Ciril (Ljubljana U.) ; Couturier, Benjamin (CERN) ; Grasland, Hadrien (Orsay, LAL) ; Gutsche, Oliver (Fermilab) ; Linev, Sergey (Darmstadt, GSI) ; Martyniuk, Alex (University Coll. London) ; McCauley, Thomas (Notre Dame U.) et al.
In modern High Energy Physics (HEP) experiments visualization of experimental data has a key role in many activities and tasks across the whole data chain: from detector development to monitoring, from event generation to reconstruction of physics objects, from detector simulation to data analysis, and all the way to outreach and education [...]
arXiv:1811.10309 ; HSF-CWP-2017-15 ; FERMILAB-PUB-18-710-CD. - 2018. - 37 p.
Fermilab Library Server (fulltext available) - Fulltext - Fulltext

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