Upgrades to the FACET-II data acquisition system

The Data Acquisition System (DAQ) at FACET-II collects and saves synchronized, time-stamped data from various diagnostics on the linac and experimental area, including digital cameras and devices on the EPICS control system. During data acquisition, the camera input-output controllers (IOC) save image data to network-attached storage (NAS). While large files are able to save to the NAS efficiently, writing many small image files to the NAS is 10x slower. Additionally, the DAQ cannot acquire data from several important devices, such as BPMs, klystrons, and magnets, because they are only accessible via the legacy control system, the SLC Control Program (SCP). To address these issues, the FACET-II DAQ has been updated to save data faster by packaging multiple small image files as larger HDF5 files. The updated DAQ is also able to acquire BPM data from SCP by parallelizing the data acquisition process from both control systems, then comparing timestamps across cameras, EPICS devices, and SCP BPMs to ensure data is fully synchronized.

Publication Details

Journal
JACOW
Published
2025-12-05
DOI
https://doi.org/10.18429/jacow-icalepcs2025-thpd065
Primary Topic
Particle Accelerators and Free-Electron Lasers
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Upgrades to the FACET-II data acquisition system

JACOW
Particle Accelerators and Free-Electron Lasers
article

Upgrades to the FACET-II data acquisition system

article en

Abstract

The Data Acquisition System (DAQ) at FACET-II collects and saves synchronized, time-stamped data from various diagnostics on the linac and experimental area, including digital cameras and devices on the EPICS control system. During data acquisition, the camera input-output controllers (IOC) save image data to network-attached storage (NAS). While large files are able to save to the NAS efficiently, writing many small image files to the NAS is 10x slower. Additionally, the DAQ cannot acquire data from several important devices, such as BPMs, klystrons, and magnets, because they are only accessible via the legacy control system, the SLC Control Program (SCP). To address these issues, the FACET-II DAQ has been updated to save data faster by packaging multiple small image files as larger HDF5 files. The updated DAQ is also able to acquire BPM data from SCP by parallelizing the data acquisition process from both control systems, then comparing timestamps across cameras, EPICS devices, and SCP BPMs to ensure data is fully synchronized.

JACOW
Openalex Percentile: Top 47%
Particle Accelerators and Free-Electron Lasers
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.