Using OpenMP for HEP framework algorithm scheduling
Creators
- 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/c80650b5ca48413882c22e135e878c3aAdditional details
Identifiers
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