• DocumentCode
    2604707
  • Title

    Parallel Hierarchical Block Wavelet Compression for an optimal compression rate of 3-D BEM problems

  • Author

    Scheiblich, Christian ; Banucu, Remus ; Reinauer, Veronika ; Rucker, Wolfgang M.

  • Author_Institution
    Inst. for Theor. of Electr. Eng., Univ. of Stuttgart, Stuttgart, Germany
  • fYear
    2010
  • fDate
    9-12 May 2010
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    Today´s low cost hardware developments allow for a parallelization of intensive computation processes over several selectable CPU cores by using Intel´s OpenMP library. But if one applies this feature to a numerical simulation based on a boundary element method (BEM), there is still a huge bottle neck - the shared memory of such a system. So, if a low cost hardware should be effectively used for large BEM problems, a memory compression algorithm that is easily to be scheduled in parallel is of first choice. Within our new idea and development of the Hierarchical Block Wavelet Compression (HWC) which is based on IEEE´s JPEG2000 standard for image compression, this bottle neck will be tackled in pure mathematically manners. Furthermore, its parallelization will be discussed and an optimal compression rate for a 3-D electrostatic BEM problem by a rather simple optimization algorithm will be presented.
  • Keywords
    boundary-elements methods; data compression; optimisation; parallel processing; shared memory systems; 3D BEM problems; 3D electrostatic BEM problem; CPU cores; IEEE JPEG2000 standard; Intel OpenMP library; boundary element method; image compression; intensive computation process parallelization; low cost hardware developments; memory compression algorithm; numerical simulation; optimal compression rate; optimization algorithm; parallel hierarchical block wavelet compression; parallel scheduling; shared memory system; Boundary element methods; Compression algorithms; Concurrent computing; Costs; Hardware; Image coding; Libraries; Neck; Numerical simulation; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electromagnetic Field Computation (CEFC), 2010 14th Biennial IEEE Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4244-7059-4
  • Type

    conf

  • DOI
    10.1109/CEFC.2010.5481164
  • Filename
    5481164