Online monitoring and time analysis at the Linac Coherent Light Source

X-ray experiments at the Linac Coherent Light Source (LCLS) at SLAC National Accelerator Laboratory require rapid analysis and feedback to optimize experimental conditions and maximize data quality. To address this need, the Data Systems team has developed a real-time monitoring and data analysis software tool, facilitating timely decision-making and improving experimental efficiency. In this talk, we will present the design and capabilities of this software tool, including its intuitive parallelized, flowchart-based user interface and graph-based backend, with an overview of the pre-defined operations that can be combined into full workflows. We will also mention the software's scalability through its use of ZeroMQ (zmq) sockets, as well as its modular design, which enable easy integration of new data formats or functionalities. This flexibility and scalability make the software a valuable resource for x-ray experiments at LCLS, with the potential to improve experimental efficiency and productivity.

Publication Details

Journal
JACOW
Published
2025-12-05
DOI
https://doi.org/10.18429/jacow-icalepcs2025-thag005
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

Online monitoring and time analysis at the Linac Coherent Light Source

JACOW
Particle Accelerators and Free-Electron Lasers
article

Online monitoring and time analysis at the Linac Coherent Light Source

article en

Abstract

X-ray experiments at the Linac Coherent Light Source (LCLS) at SLAC National Accelerator Laboratory require rapid analysis and feedback to optimize experimental conditions and maximize data quality. To address this need, the Data Systems team has developed a real-time monitoring and data analysis software tool, facilitating timely decision-making and improving experimental efficiency. In this talk, we will present the design and capabilities of this software tool, including its intuitive parallelized, flowchart-based user interface and graph-based backend, with an overview of the pre-defined operations that can be combined into full workflows. We will also mention the software's scalability through its use of ZeroMQ (zmq) sockets, as well as its modular design, which enable easy integration of new data formats or functionalities. This flexibility and scalability make the software a valuable resource for x-ray experiments at LCLS, with the potential to improve experimental efficiency and productivity.

JACOW
Decent work and economic growth
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.