L. Giommi
Istituto Nazionale di Fisica Nucleare, Sezione di Bologna(IT)University of Bologna(IT)
Publications by Year
Research Areas
Particle physics theoretical and experimental studies, High-Energy Particle Collisions Research, Quantum Chromodynamics and Particle Interactions, Particle Detector Development and Performance, Dark Matter and Cosmic Phenomena
Most-Cited Works
- → Real-time anomaly detection in data centers for log-based predictive maintenance using an evolving fuzzy-rule-based approach(1998)51 cited
- → Predicting dataset popularity for the CMS experiment(2016)15 cited
- → Towards Predictive Maintenance with Machine Learning at the INFN-CNAF computing centre(2019)14 cited
- → Collection and harmonization of system logs and prototypal Analytics services with the Elastic (ELK) suite at the INFN-CNAF computing centre(2019)12 cited
- Big Data Analysis for Predictive Maintenance at the INFN-CNAF Data Center using Machine Learning Approaches(2019)
- → Operational Intelligence for Distributed Computing Systems for Exascale Science(2020)6 cited
- → Preparing Distributed Computing Operations for the HL-LHC Era With Operational Intelligence(2022)4 cited
- → Anomaly Detection in Data Center IT & Physical Infrastructure(2024)4 cited
- → MLaaS4HEP: Machine Learning as a Service for HEP(2021)3 cited
- → ML_INFN project: Status report and future perspectives(2024)3 cited