Speaker
Choi, KyungEon
(University of Texas at Austin)
Description
Recent developments of HEP software allow novel approaches to physics analysis workflows. The novel data delivery system, ServiceX, can be very effective when accessing a fraction of large datasets at remote grid sites. ServiceX can deliver user-selected columns with filtering and run at scale. We will introduce the ServiceX data management package, ServiceX DataBinder, for easy manipulations of ServiceX delivery requests and delivered data using a single configuration file. We will show various practical use cases within analysis pipelines that range from a data delivery of a few columns for machine learning study to a data delivery for full-scale physics analysis.
| Consider for long presentation | Yes |
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Primary authors
Choi, KyungEon
(University of Texas at Austin)
Prof.
Onyisi, Peter
(The University of Texas at Austin)
Peer reviewing
Paper
Paper files:
