NOBUGS 2026

I will describe our system for fully real-time processing of X-ray serial crystallography data streamed directly from the detector, with no intermediate disk storage. Based on the CrystFEL software [1] in combination with the ASAP::O high-performance data framework developed at DESY [2], the system is capable of indexing and integrating more than 1000 frames per second using only a single...

At MAX IV we have established a high-performance data acquisition (DAQ) system capable of keeping pace with the high rate detectors enabled by the brightness of the fourth-generation source. Photon counting and charge integrating detectors, together with sCMOS cameras, are unified within a single DAQ framework. Detector data are streamed to a central Kubernetes cluster mounting IBM Storage...