CERN Accelerating science

CERN Document Server 50 のレコードが見つかりました。  1 - 10次最後  レコードへジャンプ: 検索にかかった時間: 0.52 秒 
1.
Boosting RDataFrame performance with transparent bulk event processing / Guiraud, Enrico (CERN) ; Blomer, Jakob (CERN) ; Canal, Philippe (Fermilab) ; Naumann, Axel (CERN)
RDataFrame is ROOT’s high-level interface for Python and C++ data analysis. Since it first became available, RDataFrame adoption has grown steadily and it is now poised to be a major component of analysis software pipelines for LHC Run 3 and beyond. [...]
FERMILAB-CONF-24-0684-CSAID.- 2024 - 8 p. - Published in : EPJ Web Conf. 295 (2024) 06006 Fulltext: 3afc9b57f03c0d303680c14cbbcb8c23 - PDF; document - 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.06006
2.
I/O performance studies of analysis workloads on production and dedicated resources at CERN / Sciabà, Andrea (CERN) ; Blomer, Jakob (CERN) ; Canal, Philippe (Fermilab) ; Duellmann, Dirk (CERN) ; Guiraud, Enrico (CERN) ; Naumann, Axel (CERN) ; Padulano, Vincenzo Eduardo (CERN) ; Panzer-Steindel, Bernd (CERN) ; Peters, Andreas (CERN) ; Schulz, Markus (CERN) et al.
The recent evolutions of the analysis frameworks and physics data formats of the LHC experiments provide the opportunity of using central analysis facilities with a strong focus on interactivity and short turnaround times, to complement the more common distributed analysis on the Grid. In order to plan for such facilities, it is essential to know in detail the performance of the combination of a given analysis framework, of a specific analysis and of the installed computing and storage resources. [...]
FERMILAB-CONF-24-0689-CSAID.- 2024 - 9 p. - Published in : EPJ Web Conf. 295 (2024) 07025 Fulltext: 9b80f56360993741399aef5f272f8af7 - PDF; document - 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.07025
3.
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
4.
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
5.
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.
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Fermilab Library Server - Fulltext - Fulltext
6.
Extreme Compression for Large Scale Data Store / Lauret, Jérôme (Brookhaven) ; Gonzalez, Juan (XIA LLC) ; Van Buren, Gene (Brookhaven) ; Nuñez, Rafael (Unlisted, US) ; Canal, Philippe (Fermilab) ; Naumann, Axel (CERN)
For the last 5 years Accelogic pioneered and perfected a radically new theory of numerical computing codenamed “Compressive Computing”, which has an extremely profound impact on real-world computer science [1]. At the core of this new theory is the discovery of one of its fundamental theorems which states that, under very general conditions, the vast majority (typically between 70% and 80%) of the bits used in modern large-scale numerical computations are absolutely irrelevant for the accuracy of the end result. [...]
FERMILAB-CONF-20-634-SCD.- 2020 - 6 p. - Published in : EPJ Web Conf. 245 (2020) 06024 Fulltext: 10.1051_epjconf_202024506024 - PDF; fermilab-conf-20-634-scd - PDF;
In : 24th International Conference on Computing in High Energy and Nuclear Physics, Adelaide, Australia, 4 - 8 Nov 2019, pp.06024
7.
HL-LHC Computing Review: Common Tools and Community Software / HEP Software Foundation Collaboration
Common and community software packages, such as ROOT, Geant4 and event generators have been a key part of the LHC's success so far and continued development and optimisation will be critical in the future. [...]
arXiv:2008.13636 ; HSF-DOC-2020-01.
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Fermilab Library Server - eConf - Fulltext - Fulltext
8.
Vectorization of Random Number Generation and Reproducibility of Concurrent Particle Transport Simulation / Jun, S Y (Fermilab) ; Canal, P (Fermilab) ; Apostolakis, J (CERN) ; Gheata, A (CERN) ; Moneta, L (CERN)
Efficient random number generation with high quality statistical properties and exact reproducibility of Monte Carlo simulations are important requirements in many areas of computational science. VecRNG is a package providing pseudo-random number generation (pRNG) in the context of a new library VecMath. [...]
FERMILAB-CONF-19-035-CD.- IOP, 2020 - 7 p. - Published in : J. Phys.: Conf. Ser. 1525 (2020) 012054 Fulltext: PDF; External link: Fermilab Library Server (fulltext available)
In : 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research, Saas Fee, Switzerland, 11 - 15 Mar 2019, pp.012054
9.
GeantV: Results from the prototype of concurrent vector particle transport simulation in HEP / Amadio, G. (CERN) ; Ananya, A. (CERN) ; Apostolakis, J. (CERN) ; Bandieramonte, M. (CERN ; Pittsburgh U.) ; Banerjee, S. (Fermilab) ; Bhattacharyya, A. (Bhabha Atomic Res. Ctr.) ; Bianchini, C. (Sao Paulo, IFT ; Mackenzie Presbiteriana U.) ; Bitzes, G. (CERN) ; Canal, P. (Fermilab) ; Carminati, F. (CERN) et al.
Full detector simulation was among the largest CPU consumer in all CERN experiment software stacks for the first two runs of the Large Hadron Collider (LHC). In the early 2010's, the projections were that simulation demands would scale linearly with luminosity increase, compensated only partially by an increase of computing resources. [...]
arXiv:2005.00949; FERMILAB-PUB-20-200-SCD.- 2021-01-03 - 34 p. - Published in : Comput. Softw. Big Sci. 5 (2021) 3 Fulltext: fermilab-pub-20-200-scd - PDF; 2005.00949 - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server (fulltext available)
10.
ROOT I/O compression improvements for HEP analysis / Shadura, Oksana (U. Nebraska, Lincoln) ; Bockelman, Brian Paul (Unlisted, US, MA) ; Canal, Philippe (Fermilab) ; Piparo, Danilo (CERN) ; Zhang, Zhe (U. Nebraska, Lincoln)
We overview recent changes in the ROOT I/O system, increasing performance and enhancing it and improving its interaction with other data analysis ecosystems. Both the newly introduced compression algorithms, the much faster bulk I/O data path, and a few additional techniques have the potential to significantly to improve experiment's software performance. [...]
arXiv:2004.10531; FERMILAB-CONF-20-308-SCD.- 2020 - 7 p. - Published in : EPJ Web Conf. 245 (2020) 02017 Fulltext: fulltext1792200 - PDF; fermilab-conf-20-308-scd - PDF; 2004.10531 - 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.02017

CERN Document Server : 50 のレコードが見つかりました。   1 - 10次最後  レコードへジャンプ:
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