تقرير
Towards Real-World Applications of ServiceX, an Analysis Data Transformation System
| العنوان: | Towards Real-World Applications of ServiceX, an Analysis Data Transformation System |
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| المؤلفون: | Choi, KyungEon, Eckart, Andrew, Galewsky, Ben, Gardner, Robert, Neubauer, Mark S., Onyisi, Peter, Proffitt, Mason, Vukotic, Ilija, Watts, Gordon T. |
| سنة النشر: | 2021 |
| المجموعة: | High Energy Physics - Experiment Physics (Other) |
| مصطلحات موضوعية: | Physics - Instrumentation and Detectors, High Energy Physics - Experiment, Physics - Computational Physics |
| الوصف: | One of the biggest challenges in the High-Luminosity LHC (HL- LHC) era will be the significantly increased data size to be recorded and analyzed from the collisions at the ATLAS and CMS experiments. ServiceX is a software R&D project in the area of Data Organization, Management and Access of the IRIS- HEP to investigate new computational models for the HL- LHC era. ServiceX is an experiment-agnostic service to enable on-demand data delivery specifically tailored for nearly-interactive vectorized analyses. It is capable of retrieving data from grid sites, on-the-fly data transformation, and delivering user-selected data in a variety of different formats. New features will be presented that make the service ready for public use. An ongoing effort to integrate ServiceX with a popular statistical analysis framework in ATLAS will be described with an emphasis of a practical implementation of ServiceX into the physics analysis pipeline. Comment: 8 pages, 3 figures, 2 listings, 1 table, submitted to the 25th International Conference on Computing in High Energy & Nuclear Physics |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1051/epjconf/202125102053 |
| URL الوصول: | http://arxiv.org/abs/2107.01789 |
| رقم الأكسشن: | edsarx.2107.01789 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1051/epjconf/202125102053 |
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