Fulfilling solvency II regulations using high performance computing

Mark Tucker, J. M. Bull
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Abstract

Throughout Europe, Solvency II Regulations are changing the way in which companies involved in the provision of financial services must assess their solvency. Historically, solvency has been assessed using a single 'best estimate' set of assumptions. Solvency II requires that a Monte Carlo approach is used to find a 1-in-200 worst-case scenario; this demands computing power which is outside the realms of anything currently available in the industry. In this paper, we demonstrate that the new regulations can be met by moving away from the currently-used actuarial valuation software packages, and running well-performing ab initio code in an HPC environment. Our implementation uses a combination of algorithmic improvements, serial optimisations and large scale parallelism which allows a complete assessment calculation on a representative portfolio of annuities in well under one hour. This work brings the Monte Carlo simulations within the bounds of practicality.
使用高性能计算实现偿付能力II法规
在整个欧洲,《偿付能力II条例》正在改变参与提供金融服务的公司必须评估其偿付能力的方式。从历史上看,偿债能力的评估一直是使用一组假设的单一“最佳估计”。偿付能力II要求使用蒙特卡罗方法来找到200分之一的最坏情况;这需要的计算能力超出了目前行业中可用的任何领域。在本文中,我们证明了新的规定可以通过摆脱当前使用的精算估值软件包,并在高性能计算环境中运行性能良好的从头算代码来满足。我们的实现结合了算法改进、串行优化和大规模并行性,可以在一小时内对具有代表性的年金投资组合进行完整的评估计算。这项工作使蒙特卡罗模拟在实用范围内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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