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An SQL-based approach to physics analysis

机译:基于SQL的物理分析方法

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摘要

As part of the CERN openlab collaboration a study was made into the possibility of performing analysis of the data collected by the experiments at the Large Hadron Collider (LHC) through SQL-queries on data stored in a relational database. Currently LHC physics analysis is done using data stored in centrally produced "ROOT-ntuple" files that are distributed through the LHC computing grid. The SQL-based approach to LHC physics analysis presented in this paper allows calculations in the analysis to be done at the database and can make use of the database's in-built parallelism features. Using this approach it was possible to reproduce results for several physics analysis benchmarks. The study shows the capability of the database to handle complex analysis tasks but also illustrates the limits of using row-based storage for storing physics analysis data, as performance was limited by the I/O read speed of the system.
机译:作为CERN Openlab协作的一部分,研究了通过存储在关系数据库中的数据的SQL查询的大型强子撞机(LHC)的实验进行了分析的可能性。目前,使用存储在集中生成的“root-ntuple”文件中的数据分布在通过LHC计算网格中的数据进行的数据进行完成。本文提出的基于SQL的方法对LHC物理分析允许在数据库中进行分析,可以使用数据库的内置并行功能。使用这种方法,可以再现几种物理分析基准的结果。该研究显示了数据库要处理复杂分析任务的能力,还可以说明使用基于行的存储器来存储物理分析数据的限制,因为性能受到系统的I / O读取速度的限制。

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