• DocumentCode
    1916207
  • Title

    The Application of High Performance Computing to Solvency and Profitability Calculations for Life Assurance Contracts

  • Author

    Tucker, M. ; Bull, J. Mark

  • Author_Institution
    EPCC, Univ. of Edinburgh, Edinburgh, UK
  • fYear
    2012
  • fDate
    10-16 Nov. 2012
  • Firstpage
    1163
  • Lastpage
    1170
  • Abstract
    In the UK, pension providers are required by law to demonstrate solvency on a regular basis; the regulations governing how solvency is demonstrated are changing. Historically, it has been sufficient to report solvency using a single `best estimate´ set of assumptions. The new regulations require a Monte Carlo approach to finding a worst-case scenario that requires computing power which is outside the systems currently available in the industry. This paper aims to show that the new regulations could be met by moving away from current actuarial valuation software packages and producing well-performing ab initio code, employing a variety of HPC techniques. Using a combination of algorithmic improvements, serial optimisations and multi-core parallelism, we demonstrate a performance improvement over commercial software of a factor of over 105. We show that this brings the Monte Carlo simulations within the bounds of practicality, and we suggest possibilities for further improvements, for example using clusters of GPUs. We also identify other possible use cases for high performance solvency and profitability calculations.
  • Keywords
    Monte Carlo methods; contracts; insurance data processing; multiprocessing systems; optimisation; parallel processing; profitability; GPU cluster; HPC technique; Monte Carlo approach; UK; United Kingdom; actuarial valuation software package; algorithmic improvement; graphics processing unit; high performance computing; life assurance contract; multicore parallelism; profitability calculation; serial optimisation; solvency calculation; HPC; OpenMP; actuarial; multi-core; optimisation; profitability; solvency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
  • Conference_Location
    Salt Lake City, UT
  • Print_ISBN
    978-1-4673-6218-4
  • Type

    conf

  • DOI
    10.1109/SC.Companion.2012.140
  • Filename
    6495922