• DocumentCode
    3146008
  • Title

    Towards a Storage Backend Optimized for Atomic MPI-I/O for Parallel Scientific Applications

  • Author

    Tran, Viet-Trung

  • Author_Institution
    IRISA, ENS Cachan, Rennes, France
  • fYear
    2011
  • fDate
    16-20 May 2011
  • Firstpage
    2057
  • Lastpage
    2060
  • Abstract
    We consider the challenges of building data management systems that are optimized for parallel I/O of scientific applications. One of those challenges focuses on the requirement of high I/O throughput for concurrent data accesses while obeying MPI atomicity semantics. In most existing implementations, the atomicity is often implemented through locking-based schemes, which have proven inefficient. In this proposal, we argue that a novel versioning-based scheme can avoid the need to perform expensive synchronization by using multiple snapshots of the same data, which is much more efficient. We describe our prototype of a versioning-based storage back-end and report on promising experimental results.
  • Keywords
    message passing; natural sciences computing; storage management; MPI atomicity semantics; atomic MPI-I/O; data management systems; locking-based schemes; parallel I/O; parallel scientific applications; storage backend optimization; versioning-based storage back-end; Atomic layer deposition; Concurrent computing; Context; Distributed databases; Prototypes; Semantics; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), 2011 IEEE International Symposium on
  • Conference_Location
    Shanghai
  • ISSN
    1530-2075
  • Print_ISBN
    978-1-61284-425-1
  • Electronic_ISBN
    1530-2075
  • Type

    conf

  • DOI
    10.1109/IPDPS.2011.376
  • Filename
    6009016