ATLAS Analytics


The ATLAS Analytics effort is focused on creating systems which provide ATLAS Distributed Computing (ADC) with new capabilities for understanding distributed systems and overall operational performance. These capabilities include:

  • Correlate information from multiple systems (PanDA, Rucio, FTS, Dashboards, Tier0, PilotFactory, ...)
  • Predictive Analytics: Execute arbitrary data mining or machine learning algorithms over raw and aggregated data
  • Ability to host new third party analytics services on a scalable compute platform
  • Satisfy variety of use cases for different user roles for ad-hoc analytics
  • Provide an open platform with documented collections and tools to broaden participation in ADC Analytics.


Clusters and Resources

  • analytix cluster at CERN, access to hadoop: In order to get the access you have to be in ai-hadoop-users e-group which is managed by CERN-IT. To get access you need to open a Snow ticket to Hadoop Service, providing your lxplus user name.
  • Elasticsearch at UChicago. Kibana can be accessed at . To get access, please send a preferred user name to Ilija Vukotic. A subset of Kibana spaces has open access and it is accessed at

Data collection

Data visualization

Data analysis

Completed notebooks

  • For a given RSE, show the size vs. age distribution Link

Dedicated projects

Tutorials and How-To's

Related efforts

  • WLCG Machine Learning Demonstrator Indico
  • IT Analytics Working Group Indico, TWiki
  • WLCG Analytics Platform TWiki


Historical information goes into the ATLASAnalyticsAttic.

Major updates:
-- IlijaVukotic - 2014-11-11
-- MarioLassnig - 2016-06-08

Responsible: IlijaVukotic, MarioLassnig
Last reviewed by: Never reviewed

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Topic revision: r60 - 2019-10-23 - IlijaVukotic
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