Literature DB >> 30368859

Parallelization of CPPTRAJ enables large scale analysis of molecular dynamics trajectory data.

Daniel R Roe1, Thomas E Cheatham2.   

Abstract

Advances in biomolecular simulation methods and access to large scale computer resources have led to a massive increase in the amount of data generated. The key enablers have been optimization and parallelization of the simulation codes. However, much of the software used to analyze trajectory data from these simulations is still run in serial, or in some cases many threads via shared memory. Here, we describe the addition of multiple levels of parallel trajectory processing to the molecular dynamics simulation analysis software CPPTRAJ. In addition to the existing OpenMP shared-memory parallelism, CPPTRAJ now has two additional levels of message passing (MPI) parallelism involving both across-trajectory processing and across-ensemble processing. All three levels of parallelism can be simultaneously active, leading to significant speed ups in data analysis of large datasets on the NCSA Blue Waters supercomputer by better leveraging the many available nodes and its parallel file system.
© 2018 Wiley Periodicals, Inc. © 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  big data; molecular dynamics; parallel data analysis; trajectory analysis; trajectory ensembles

Year:  2018        PMID: 30368859      PMCID: PMC7313716          DOI: 10.1002/jcc.25382

Source DB:  PubMed          Journal:  J Comput Chem        ISSN: 0192-8651            Impact factor:   3.376


  16 in total

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