Collection and harmonization of system logs and prototypal Analytics services with the Elastic (ELK) suite at the INFN-CNAF computing centre
| Autor: | Diotalevi, Tommaso, Falabella, Antonio, Martelli, Barbara, Michelotto, Diego, Morganti, Lucia, Bonacorsi, Daniele, Giommi, Luca, Tisbeni, Simone Rossi |
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| Rok vydání: | 2021 |
| Předmět: | |
| Zdroj: | PoS(ISGC2019)027 |
| Druh dokumentu: | Working Paper |
| DOI: | 10.22323/1.351.0027 |
| Popis: | The distributed Grid infrastructure for High Energy Physics experiments at the Large Hadron Collider (LHC) in Geneva comprises a set of computing centres, spread all over the world, as part of the Worldwide LHC Computing Grid (WLCG). In Italy, the Tier-1 functionalities are served by the INFN-CNAF data center, which provides also computing and storage resources to more than twenty non-LHC experiments. For this reason, a high amount of logs are collected each day from various sources, which are highly heterogeneous and difficult to harmonize. In this contribution, a working implementation of a system that collects, parses and displays the log information from CNAF data sources and the investigation of a Machine Learning based predictive maintenance system, is presented. Comment: Submitted to proceedings of International Symposium on Grids & Clouds 2019 (ISGC2019) |
| Databáze: | arXiv |
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