Title :
Using Premia and Nsp for constructing a risk management benchmark for testing parallel architecture
Author :
Chancelier, Jean-Philippe ; Lapeyre, Bernard ; Lelong, Jérôme
Author_Institution :
Ecole des Ponts, Univ. Paris-Est, Champs-sur-Marne, France
Abstract :
Financial institutions have massive computations to carry out overnight which are very demanding in terms of the consumed CPU. The challenge is to price many different products on a cluster-like architecture. We have used the Premia software to valuate the financial derivatives. In this work, we explain how Premia can be embedded into Nsp, a scientific software like Matlab, to provide a powerful tool to valuate a whole portfolio. Finally, we have integrated an MPI toolbox into Nsp to enable to use Premia to solve a bunch of pricing problems on a cluster. This unified framework can then be used to test different parallel architectures.
Keywords :
benchmark testing; finance; message passing; parallel architectures; pricing; risk management; MPI toolbox; Matlab; Premia software; cluster-like architecture; financial institution; parallel architecture testing; pricing problem; risk management benchmark; Benchmark testing; Concurrent computing; Finance; Mathematical model; Parallel architectures; Portfolios; Pricing; Risk management; Software libraries; Software tools;
Conference_Titel :
Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-3751-1
Electronic_ISBN :
1530-2075
DOI :
10.1109/IPDPS.2009.5161144