# Commercial Off the Shelf Data Acquisition for the HiLumi era

- Institution: CERN
- Speaker: Niko Neufeld
- Year: 2026
- Language: English
- Source: [CERN](https://videos.cern.ch/record/3021004)
- 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)

The remarkable progress in network and compute technologies, driven today mostly by AI, accelerates a trend to "commoditise" the read-out and on-detector processing of large scientific instruments. I will illustrate these trends using the planned upgrades / evolutions of the readout-systems of the LHC experiments, in particular the phase 2 upgrades of LHCb. There will also be some thoughts on possible lessons for smaller experiments non-HEP going forward.

0:00:00 Slide 1

0:02:00 Slide 2

0:05:16 Slide 3

0:07:14 Slide 4

0:08:50 Slide 5

0:11:01 Slide 6

0:12:37 Slide 7

0:14:26 Slide 8

0:15:45 Slide 9

0:16:49 Slide 10

0:18:00 Slide 11

0:18:59 Slide 12

0:19:39 Slide 13

0:20:29 Slide 14

0:21:35 Slide 15

0:23:01 Slide 16

0:23:45 Slide 17

0:24:13 Slide 18

0:25:38 Slide 19

0:28:38 Slide 20r>

## Lectures

1. [Commercial Off the Shelf Data Acquisition for the HiLumi era](https://invisiblenetwork.ai/learn/cern/3021004/cebdf7d22bb6), 29 min (CERN's player)