Implementation of a multi-threaded framework for large- scale scientific applications

E. Sexton-Kennedy, Patrick Gartung, C. D. Jones, David Lange

Research output: Contribution to journalConference articlepeer-review

4 Scopus citations

Abstract

The CMS experiment has recently completed the development of a multi-threaded capable application framework. In this paper, we will discuss the design, implementation and application of this framework to production applications in CMS. For the 2015 LHC run, this functionality is particularly critical for both our online and offline production applications, which depend on faster turn-around times and a reduced memory footprint relative to before. These applications are complex codes, each including a large number of physics-driven algorithms. While the framework is capable of running a mix of thread-safe and "legacy" modules, algorithms running in our production applications need to be thread-safe for optimal use of this multi-threaded framework at a large scale. Towards this end, we discuss the types of changes, which were necessary for our algorithms to achieve good performance of our multithreaded applications in a full-scale application. Finally performance numbers for what has been achieved for the 2015 run are presented.

Original languageEnglish (US)
Article number012034
JournalJournal of Physics: Conference Series
Volume608
Issue number1
DOIs
StatePublished - May 22 2015
Externally publishedYes
Event16th International Workshop on Advanced Computing and Analysis Techniques in Physics Research: Bridging Disciplines, ACAT 2014 - Prague, Czech Republic
Duration: Sep 1 2014Sep 5 2014

All Science Journal Classification (ASJC) codes

  • General Physics and Astronomy

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