# Have you ever heard of ML?

- Institution: CERN
- Department: CERN openlab Summer Student Programme 2024
- Speaker: Mihail-Codrin Iftode
- Year: 2024
- Language: English
- Source: [CERN](https://videos.cern.ch/record/3013639)
- Licence: [CERN](http://copyright.web.cern.ch)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

CERN poses a difficult challenge: with thousands of devices in charge of controlling critical systems, distributed across multiple departments, how can one effectively monitor their state and minimise response time in critical situations? One approach is to form a tree structure, with devices as leaves and computation nodes that decide whether to propagate an error from their children upwards. Starting from a prototype of such a tool, my supervisor and I have built an intuitive interface to design this structure, and a distributed system which runs the tree and displays results in real-time. While the main goal has been large-scale device monitoring, we focused on making the tools generic enough to be potentially applicable to other domains..

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## Lectures

1. [Have you ever heard of ML?](https://invisiblenetwork.ai/learn/cern/3013639/b821416578c1), 7 min (CERN's player)