Distributed data analysis with ROOT RDataFrame

VE Padulano, JC Villanueva, E Guiraud… - EPJ Web of …, 2020 - epj-conferences.org
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 been proposed for …

Leveraging state-of-the-art engines for large-scale data analysis in High Energy Physics

VE Padulano, ID Kabadzhov… - Journal of Grid …, 2023 - Springer
Abstract 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 sent to …

A serverless engine for high energy physics distributed analysis

J Kuśnierz, VE Padulano, M Malawski… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
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 …

[PDF][PDF] Fair Data through a Federated Cloud Infrastructure: Exploring the Science Mesh.

A Romasanta, J Wareham - ECIS, 2021 - cs3mesh4eosc.eu
Despite the many promises of cloud computing in science, its full potential is yet to be
unlocked due to the lack of findable, accessible, interoperable and reusable (FAIR) data. To …

Distributed parallel analysis engine for high energy physics using aws lambda

J Kuśnierz, M Malawski, VE Padulano… - Proceedings of the 1st …, 2020 - dl.acm.org
The High-Energy Physics experiments at CERN produce a high volume of data. It is not
possible to analyze big chunks of it within a reasonable time by any single machine. The …

Distributed computing solutions for high energy physics interactive data analysis

VE Padulano - 2023 - riunet.upv.es
[EN] The scientific research in High Energy Physics (HEP) is characterised by complex
computational challenges, which over the decades had to be addressed by researching …

IEEE: A Serverless Engine for High Energy Physics Distributed Analysis

J Kuśnierz, K Burkiewicz, P Alonso-Jordá, M Pitt… - 2022 - cds.cern.ch
Abstract 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 …