• DocumentCode
    2798941
  • Title

    Bridging the Macro and Micro: A Computing Intensive Earthquake Study Using Discovery Net

  • Author

    Guo, Y. ; Liu, J.G. ; Ghanem, M. ; Mish, K. ; Curcin, V. ; Haselwimmer, C. ; Sotiriou, D. ; Muraleetharan, K.K ; Taylor, L.

  • Author_Institution
    Department of Computing, Imperial College London, UK.
  • fYear
    2005
  • fDate
    12-18 Nov. 2005
  • Firstpage
    68
  • Lastpage
    68
  • Abstract
    We present the development and use of a novel distributed geohazard modeling environment for the analysis and interpretation of large scale earthquake data sets. Our work demonstrates, for the first time, how earthquake-related surface deformation measured from satellite images using imageodesy algorithms is coupled with analysis and simulation using finite-element numerical models. Our work realises a real time distributed analytical environment where analysis and simulation are closely coupled; integrating high performance implementations of image mining components executing on dedicated Discovery Net servers at Imperial College London, UK and high performance implementations of finiteelement models executing at specialised servers at the University of Oklahoma, USA. Novel scientific results produced using our data sets provide a valuable insight into earthquake analysis. In addition, our informatics work provides a novel high performance computing framework and methods for the application of complex knowledge discovery methods to understanding earthquake dynamics. Furthermore, the realisation of our distributed computing platform is based on the implementation of a set of open standards, making its results accessible over the Grid to the wider scientific community.
  • Keywords
    Earthquakes; Finite Element Modeling; Grid computing; Imageodesy; Remote Sensing; Tectonics.; Algorithm design and analysis; Analytical models; Coupled mode analysis; Earthquakes; Image analysis; Large-scale systems; Performance analysis; Satellites; Seismic measurements; Time measurement; Earthquakes; Finite Element Modeling; Grid computing; Imageodesy; Remote Sensing; Tectonics.;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Supercomputing, 2005. Proceedings of the ACM/IEEE SC 2005 Conference
  • Print_ISBN
    1-59593-061-2
  • Type

    conf

  • DOI
    10.1109/SC.2005.16
  • Filename
    1560020