Search Results - "Padulano, Vincenzo Eduardo"

A caching mechanism to exploit object store speed in High Energy Physics analysis by Padulano, Vincenzo Eduardo, Tejedor Saavedra, Enric, Alonso-Jordá, Pedro, López Gómez, Javier, Blomer, Jakob

“…Data analysis workflows in High Energy Physics (HEP) read data written in the ROOT columnar format. Such data has traditionally been stored in files that are…”
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First implementation and results of the Analysis Grand Challenge with a fully Pythonic RDataFrame by Padulano, Vincenzo Eduardo, Guiraud, Enrico, Falko, Andrii, Gazzarrini, Elena, Garcia Garcia, Enrique, Gosein, Domenic

“…The growing amount of data generated by the LHC requires a shift in how HEP analysis tasks are approached. Efforts to address this computational challenge have…”
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Leveraging an open source serverless framework for high energy physics computing by Padulano, Vincenzo Eduardo, Oliver Cortés, Pablo, Alonso-Jordá, Pedro, Tejedor Saavedra, Enric, Risco, Sebastián, Moltó, Germán

“…CERN (Centre Europeen pour la Recherce Nucleaire) is the largest research centre for high energy physics (HEP). It offers unique computational challenges as a…”
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ROOT’s RNTuple I/O Subsystem: The Path to Production by Blomer, Jakob, Canal, Philippe, de Geus, Florine, Hahnfeld, Jonas, Naumann, Axel, Lopez-Gomez, Javier, Lazzari Miotto, Giovanna, Padulano, Vincenzo Eduardo

“…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…”
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I/O performance studies of analysis workloads on production and dedicated resources at CERN by Sciabà, Andrea, Blomer, Jakob, Canal, Philippe, Duellmann, Dirk, Guiraud, Enrico, Naumann, Axel, Padulano, Vincenzo Eduardo, Panzer-Steindel, Bernd, Peters, Andreas, Schulz, Markus, Smith, David

“…The recent evolutions of the analysis frameworks and physics data formats of the LHC experiments provide the opportunity of using central analysis facilities…”
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Fine-grained data caching approaches to speedup a distributed RDataFrame analysis by Padulano, Vincenzo Eduardo, Tejedor Saavedra, Enric, Alonso-Jordá, Pedro

“…Thanks to its RDataFrame interface, ROOT now supports the execution of the same physics analysis code both on a single machine and on a cluster of distributed…”
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Distributed data analysis with ROOT RDataFrame by Padulano, Vincenzo Eduardo, Cervantes Villanueva, Javier, Guiraud, Enrico, Tejedor Saavedra, Enric

“…Widespread distributed processing of big datasets has been around for more than a decade now thanks to Hadoop, but only recently higher-level abstractions have…”
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Prototyping a ROOT-based distributed analysis workflow for HL-LHC: The CMS use case by Tedeschi, Tommaso, Padulano, Vincenzo Eduardo, Spiga, Daniele, Ciangottini, Diego, Tracolli, Mirco, Tejedor Saavedra, Enric, Guiraud, Enrico, Biasotto, Massimo

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Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics by Padulano, Vincenzo Eduardo, Kabadzhov, Ivan Donchev, Tejedor Saavedra, Enric, Guiraud, Enrico, Alonso-Jordá, Pedro

“…The Large Hadron Collider (LHC) at CERN has generated a vast amount of information from physics events, reaching peaks of TB of data per day which are then…”
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Prototyping a ROOT-based distributed analysis workflow for HL-LHC: the CMS use case by Tedeschi, Tommaso, Padulano, Vincenzo Eduardo, Spiga, Daniele, Ciangottini, Diego, Tracolli, Mirco, Saavedra, Enric Tejedor, Guiraud, Enrico, Biasotto, Massimo

“…The challenges expected for the next era of the Large Hadron Collider (LHC), both in terms of storage and computing resources, provide LHC experiments with a…”
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PyHEP.dev 2024 Workshop Summary Report, August 26-30 2024, Aachen, Germany by Alshehri, Azzah, Bürger, Jan, Chopra, Saransh, Eich, Niclas, Eppelt, Jonas, Erdmann, Martin, Eschle, Jonas, Fackeldey, Peter, Farkas, Maté, Feickert, Matthew, Fillinger, Tristan, Fischer, Benjamin, Gerlach, Lino Oscar, Hartmann, Nikolai, Heidelbach, Alexander, Held, Alexander, Ivanov, Marian I, Molina, Josué, Nikitenko, Yaroslav, Osborne, Ianna, Padulano, Vincenzo Eduardo, Pivarski, Jim, Praz, Cyrille, Rieger, Marcel, Rodrigues, Eduardo, Shadura, Oksana, Smieško, Juraj, Stark, Giordon Holtsberg, Steinfeld, Judith, Warkentin, Angela

“…The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany,…”
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A Serverless Engine for High Energy Physics Distributed Analysis by Kusnierz, Jacek, Padulano, Vincenzo E., Malawski, Maciej, Burkiewicz, Kamil, Saavedra, Enric Tejedor, Alonso-Jorda, Pedro, Pitt, Michael, Avati, Valentina

“…The Large Hadron Collider (LHC) at CERN has generated in the last decade an unprecedented volume of data for the High-Energy Physics (HEP) field. Scientific…”
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A Serverless Engine for High Energy Physics Distributed Analysis by Kuśnierz, Jacek, Padulano, Vincenzo Eduardo, Malawski, Maciej, Burkiewicz, Kamil, Saavedra, Enric Tejedor, Alonso-Jordá, Pedro, Pitt, Michael, Avati, Valentina

“…The Large Hadron Collider (LHC) at CERN has generated in the last decade an unprecedented volume of data for the High-Energy Physics (HEP) field. Scientific…”
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HL-LHC Analysis With ROOT by Naumann, Axel, Canal, Philippe, Tejedor, Enric, Guiraud, Enrico, Moneta, Lorenzo, Bellenot, Bertrand, Couet, Olivier, Tadel, Alja Mrak, Tadel, Matevz, Linev, Sergey, Gomez, Javier Lopez, Rembser, Jonas, Padulano, Vincenzo Eduardo, Blomer, Jakob, Hahnfeld, Jonas, Gruber, Bernhard Manfred, Vassilev, Vassil

“…ROOT is high energy physics' software for storing and mining data in a statistically sound way, to publish results with scientific graphics. It is evolving…”
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ROOT for the HL-LHC: data format by Naumann, Axel, Canal, Philippe, Tejedor, Enric, Guiraud, Enrico, Moneta, Lorenzo, Bellenot, Bertrand, Couet, Olivier, Tadel, Alja Mrak, Tadel, Matevz, Linev, Sergey, Gomez, Javier Lopez, Rembser, Jonas, Padulano, Vincenzo Eduardo, Blomer, Jakob, Hahnfeld, Jonas, Gruber, Bernhard Manfred, Vassilev, Vassil

“…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)…”
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Software Challenges For HL-LHC Data Analysis by ROOT Team, Brann, Kim Albertsson, Amadio, Guilherme, An, Sitong, Bellenot, Bertrand, Blomer, Jakob, Canal, Philippe, Couet, Olivier, Galli, Massimiliano, Guiraud, Enrico, Hageboeck, Stephan, Linev, Sergey, Vila, Pere Mato, Moneta, Lorenzo, Naumann, Axel, Tadel, Alja Mrak, Padulano, Vincenzo Eduardo, Rademakers, Fons, Shadura, Oksana, Tadel, Matevz, Saavedra, Enric Tejedor, Pla, Xavier Valls, Vassilev, Vassil, Wunsch, Stefan

“…The high energy physics community is discussing where investment is needed to prepare software for the HL-LHC and its unprecedented challenges. The ROOT…”
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