2022 ACM/IEEE-CS Ken Kennedy Award
DescriptionLinking scientific instruments and computation: Patterns, technologies, experiences
Powerful detectors at modern experimental facilities that collect data at multiple GB/s require online computing to process the resulting data flows. I review common patterns associated with such online analyses, and present new methods for configuring and running the resulting distributed computing pipelines. I present experiences with the application of these methods to the processing of data from five scientific instruments, each of which engages powerful computers for data inversion, model training, or other purposes. I also discuss implications of such methods for operators and users of scientific facilities.
Powerful detectors at modern experimental facilities that collect data at multiple GB/s require online computing to process the resulting data flows. I review common patterns associated with such online analyses, and present new methods for configuring and running the resulting distributed computing pipelines. I present experiences with the application of these methods to the processing of data from five scientific instruments, each of which engages powerful computers for data inversion, model training, or other purposes. I also discuss implications of such methods for operators and users of scientific facilities.
Event Type
Awards Presentation
TimeWednesday, 16 November 20228:30am - 9am CST
LocationDallas Ballroom/Omni Hotel
Recorded
Awards
TP