22–26 Nov 2021
IP2I, Lyon
Europe/Zurich timezone

Implementation and benchmarking of a columnar analysis framework for searches of the Higgs boson decays into two muons

25 Nov 2021, 12:20
20m
IP2I, Lyon

IP2I, Lyon

Institut de Physique des 2 Infinis (IP2I) Lyon, France
Higgs and colliders Collider

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))

Presentation materials