Published 2020 | Version v1
Journal article

Using OpenMP for HEP framework algorithm scheduling

  • 1. Fermi National Accelerator Laboratory, Batavia, IL (United States)

Description

The OpenMP standard is the primary mechanism used at high performance computing facilities to allow intra-process parallelization. In contrast, many HEP specific software packages (such as CMSSW, GaudiHive, and ROOT) make use of Intel's Threading Building Blocks (TBB) library to accomplish the same goal. In these proceedings we will discuss our work to compare TBB and OpenMP when used for scheduling algorithms to be run by a HEP style data processing framework. This includes both scheduling of different interdependent algorithms to be run concurrently as well as scheduling concurrent work within one algorithm. As part of the discussion we present an overview of the OpenMP threading model. We also explain how we used OpenMP when creating a simplified HEP-like processing framework. Using that simplified framework, and a similar one written using TBB, we will present performance comparisons between TBB and different compiler versions of OpenMP.

Availability note (English)

Available from https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_05003.pdf; https://doaj.org/article/c80650b5ca48413882c22e135e878c3a

Additional details

Publishing Information

Journal Title
EPJ. Web of Conferences
Journal Volume
245
Journal Page Range
vp.
ISSN
2100-014X

Conference

Title
24. International Conference on Computing in High Energy and Nuclear Physics
Acronym
CHEP 2019
Dates
4-8 Nov 2019
Place
Adelaide (Australia)

INIS

Country of Publication
France
Country of Input or Organization
France
INIS RN
53090521
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ALGORITHMS; COMPUTER CODES; DATA PROCESSING; PERFORMANCE
Descriptors DEC
MATHEMATICAL LOGIC; PROCESSING