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Toward parallel financial computation: valuation of mortgage-backed securities

机译:迈向并行财务计算:抵押贷款支持证券的估值

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The valuations of complex financial instruments such as mortgage-backed securities and their derivatives in volatile interest rate environments are a vital part of risk management and asset management. Since these valuations are computationally intensive, major financial institutions have turned to highly advanced supercomputers in search of better performance. The search has largely ignored a significant pool of computational power that is already widely available in these financial institutions-large networks of relatively low cost workstations that are lightly loaded or even idle for large periods of time. This paper presents a mortgage-backed securities valuation parallel architecture which consists of a pool of general purpose workstations using a message-passing mechanism. The experimental system is running in an environment consisting of up to 16 workstations. The processing time under a parallel processing scheme is significantly reduced.
机译:在波动的利率环境下,对诸如抵押贷款支持证券及其衍生品之类的复杂金融工具的估值是风险管理和资产管理的重要组成部分。由于这些估值是计算密集型的,因此主要金融机构已转向高度先进的超级计算机,以寻求更好的性能。搜索在很大程度上忽略了大量的计算能力,这些能力已经在这些金融机构中广泛使用,这些大型机构是成本相对较低的工作站的大型网络,这些网络负载轻,甚至长时间处于空闲状态。本文提出了一种抵押支持证券估值并行架构,该架构包含使用消息传递机制的通用工作站池。实验系统在由多达16个工作站组成的环境中运行。并行处理方案下的处理时间大大减少。

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