240 citations · 269 across the 6 of their papers we have counts for
7 papers
The ATLAS EventIndex: a BigData catalogue for all ATLAS experiment events
Dario Barberis, Igor Aleksandrov, Evgeny Alexandrov +22
The ATLAS EventIndex system comprises the catalogue of all events collected, processed or generated by the ATLAS experiment at the CERN LHC accelerator, and all associated software…
Machine Learning Pipelines with Modern Big Data Tools for High Energy Physics
Matteo Migliorini, Riccardo Castellotti, Luca Canali +1
The effective utilization at scale of complex machine learning (ML) techniques for HEP use cases poses several technological challenges, most importantly on the actual implementati…
Using Big Data Technologies for HEP Analysis
Matteo Cremonesi, Claudio Bellini, Bianny Bian +17
The HEP community is approaching an era were the excellent performances of the particle accelerators in delivering collision at high rate will force the experiments to record a lar…
A Roadmap for HEP Software and Computing R&D for the 2020s
Johannes Albrecht, Antonio Augusto Alves, Guilherme Amadio +307
Particle physics has an ambitious and broad experimental programme for the coming decades. This programme requires large investments in detector hardware, either to build new facil…
CMS Analysis and Data Reduction with Apache Spark
Oliver Gutsche, Luca Canali, Illia Cremer +12
Experimental Particle Physics has been at the forefront of analyzing the world's largest datasets for decades. The HEP community was among the first to develop suitable software an…
Scanning Gate Spectroscopy on Nanoclusters
L. Gurevich, L. Canali, L. P. Kouwenhoven
A gated probe for scanning tunnelling microscopy (STM) has been developed. The probe extends normal STM operations by means of an additional electrode fabricated next to the tunnel…