# Benchmarking, Evaluation & Automated Metrics

- Institution: CERN
- Speaker: Suhani Bansal
- Year: 2026
- Language: English
- Source: [CERN](https://videos.cern.ch/record/3026671)
- Licence: [CERN](https://copyright.web.cern)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

**Project Description**:

BEAM is an internal platform for monitoring, managing, and reporting on the health and utilisation of compute nodes managed by the CERN openlab-systems group. It ingests telemetry from a fleet of machines via a lightweight Puppet agent, consolidates data with external authoritative sources (Puppet Git config, OpenDCIM, LanDB), and exposes everything through a REST API consumed by a web application.

**Supervisor**: Albane Carcenac and Jessy Sobreiro

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## Lectures

1. [Benchmarking, Evaluation & Automated Metrics](https://invisiblenetwork.ai/learn/cern/3026671/d835ddda00d7), 7 min (CERN's player)