Flexible IO and integration for scientific codes through the adaptable IO system (ADIOS)

Jay Lofstead, Scott Klasky, Karsten Schwan, Norbert Podhorszki, Chen Jin

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

276 Scopus citations

Abstract

Scientific codes are all subject to variation in performance depending on the runtime platform and/or configuration, the output writing API employed, and the file system for output. Since changing the IO routines to match the optimal or desired configuration for a given system can be costly in terms of human time and machine resources, the Adaptable IO System provides an API nearly as simple as POSIX IO that also provides developers with the flexibility of selection the optimal IO routines for a given platform, without recompilation. As a side effect, we also gain the ability to transparently integrate more tightly with workflow systems like Kepler and Pegasus and visualization systems like Visit with no runtime impact. We achieve this through our library of highly tuned IO routines and other transport methods selected and configured in an XML file read only at startup. ADIOS-based IO has demonstrated high levels of performance and scalability. For example, we have achieved 20 GB/sec write performance using GTC on the Jaguar Cray XT4 system at Oak Ridge National Labs (about 50% of peak performance). We can change GTC output among MPI-IO synchronous, MPI-IO collective, POSIX IO, no IO (for baseline testing), asynchronous IO using the Georgia Tech DataTap system, and Visit directly for in situ visualization with no changes to the source code. We designed this initial version of ADIOS based on the data requirements of 7 major scientific codes (GTC, Chimera, GTS, XGC1, XGCO, FLASH, and S3D) and have successfully adapted all of them to use ADIOS for all of their IO needs.

Original languageEnglish
Title of host publicationProceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments 2008, CLADE'08
Pages15-24
Number of pages10
DOIs
StatePublished - 2008
Event6th International Workshop on Challenges of Large Applications in Distributed Environments 2008, CLADE'08 - Boston, MA, United States
Duration: Jun 23 2008Jun 23 2008

Publication series

NameCLADE - Proceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments 2008, CLADE'08

Conference

Conference6th International Workshop on Challenges of Large Applications in Distributed Environments 2008, CLADE'08
Country/TerritoryUnited States
CityBoston, MA
Period06/23/0806/23/08

Keywords

  • HDF-5
  • MPI-IO
  • Modular IO
  • Visualization
  • Workflow

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