About
The Operational Intelligence (OpInt) project is a joint effort from various WLCG communities aimed at increasing the level of automation in computing operations and reducing human interventions. The currently deployed systems have proven to be mature and capable of meeting the experiments goals, by allowing timely delivery of scientific results. However, a substantial number of interventions from software developers, shifters and operational teams is needed to manage efficiently such heterogeneous infrastructures. Under the scope of the OpInt project, experts from most of the relevant areas have gathered to propose and work on "smart" solutions. Machine learning, data mining, log analysis, and anomaly detection are only some of the tools we have evaluated for our use cases . Discussions have led to a number of ideas on how to achieve our goals and the development of solutions has started. In this contribution, we will report on the development of a suite of OpInt services to cover various use cases of: workload management, data management, and site operations..
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The talk
Credits and licence
- Institution
- CERN
- Department
- Conferences
- Speaker
- Panos Paparrigopoulos
- Year
- 2021
- Language
- English
- Subjects
- Physics, Computer science, Earth and environment
- Source
- CERN
- Licence
- CERN, as CERN states it. CERN's terms
- Attribution
- © CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
- Who can watch
- CERN gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed