تقرير
Analysis Cyberinfrastructure: Challenges and Opportunities
| العنوان: | Analysis Cyberinfrastructure: Challenges and Opportunities |
|---|---|
| المؤلفون: | Lannon, Kevin, Brenner, Paul, Hildreth, Mike, Anampa, Kenyi Hurtado, Rodrigues, Alan Malta, Mohrman, Kelci, Thain, Doug, Tovar, Benjamin |
| سنة النشر: | 2022 |
| المجموعة: | High Energy Physics - Experiment Physics (Other) |
| مصطلحات موضوعية: | Physics - Data Analysis, Statistics and Probability, High Energy Physics - Experiment |
| الوصف: | Analysis cyberinfrastructure refers to the combination of software and computer hardware used to support late-stage data analysis in High Energy Physics (HEP). For the purposes of this white paper, late-stage data analysis refers specifically to the step of transforming the most reduced common data format produced by a given experimental collaboration (for example, nanoAOD for the CMS experiment) into histograms. In this white paper, we reflect on observations gathered from a recent experience with data analysis using a recent, python-based analysis framework, and extrapolate these experiences though the High-Luminosity LHC era as way of highlighting potential R\&D topics in analysis cyberinfrastructure. Comment: contribution to Snowmass 2021 |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2203.08811 |
| رقم الأكسشن: | edsarx.2203.08811 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |