• DocumentCode
    678750
  • Title

    Cloud Haskell: First impressions and applications to processing large image datasets

  • Author

    Batchelor, Oliver ; Green, Ron

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Canterbury, Christchurch, New Zealand
  • fYear
    2013
  • fDate
    27-29 Nov. 2013
  • Firstpage
    412
  • Lastpage
    417
  • Abstract
    Cloud Haskell is a new distributed processing domain-specific language embedded as a library written in the Haskell programming language. We present a short introduction to the challenges faced, some common patterns and our experiences through implementing image processing and machine learning tasks used in object recognition. We examine closely the task of namely batch processing images and demonstrate the scalability of our examples with benchmarks on a small add-hoc cluster of machines typical of many office networks.
  • Keywords
    distributed processing; functional languages; learning (artificial intelligence); object recognition; Cloud Haskell; Haskell programming language; add-hoc machine cluster; batch image processing; distributed processing domain-specific language; large image dataset processing; machine learning tasks; object recognition; office networks; Computers; Feature extraction; Instruction sets; Libraries; Servers; Streaming media; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Vision Computing New Zealand (IVCNZ), 2013 28th International Conference of
  • Conference_Location
    Wellington
  • ISSN
    2151-2191
  • Print_ISBN
    978-1-4799-0882-0
  • Type

    conf

  • DOI
    10.1109/IVCNZ.2013.6727050
  • Filename
    6727050