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  • The OAuth2-Proxy server allows to authenticate and authorize users to use the service. The authorization service server we chose is https://cms-auth.web.cern.ch, so only CMS users can access this application.
  • A MLaaS4HEP_server allows to submit MLaaS4HEP workflows, i.e. to produce trained ML models starting from ROOT files and ML algorithms defined by the user.
  • xrootd proxy-cache server and X509 proxy renewer allow to create an X.509 proxy and renew it in order to make possible the access to remote ROOT files stored in grid sites.
  • TFaaS takes the ML models trained and produced by the MLaaS4HEP server to make inference.

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