Mini-AOD: A New Analysis Data Format for CMS

21st International Conference on Computing in High Energy and Nuclear Physics

物理学;计算机科学

Petrucciani, G.^1 ; Rizzi, A.^2 ; Vuosalo, C.^3

CERN, Italy^1

University of Pisa, INFN, Italy^2

University of Wisconsin-Madison, United States^3

关键词: Critical component;    Derived data;    Light weight;    Numerical precision;    Physics analysis;    Transverse momenta;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/664/7/072052/pdf
DOI  :  10.1088/1742-6596/664/7/072052

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

The CMS experiment has developed a new analysis object format ("Mini-AOD") targeting approximately 10% of the size of the Run 1 AOD format. The motivation for the Mini-AOD format is to have a small and quickly derived data format from which the majority of CMS analysis users can start their analysis work. This format is targeted at having sufficient information to serve about 80% of CMS analysis, while dramatically simplifying the disk and I/O resources needed for analysis. Such large reductions were achieved using a number of techniques, including defining light-weight physics-object candidate representations, increasing transverse momentum thresholds for storing physics-object candidates, and reduced numerical precision when it is not required at the analysis level. In this contribution we discuss the critical components of the Mini-AOD format, our experience with its deployment and the planned physics analysis flow for Run 2 based on the Mini-AOD.