Speaker
Dmitry Kondratyev
(Purdue University (US))
Description
The analysis framework developed for searches of the Higgs boson decaying into two muons with CMS detector is presented. The framework showcases the tools for columnar analysis in HEP (coffea package) as well as an efficient job distribution with state of the art scheduling tools (Dask, Apache Spark). The performance of the framework and parallelization of job processing has been studied using a massively parallel Analysis Facility at Purdue University.
Author
Dmitry Kondratyev
(Purdue University (US))