在高性能环境中自动执行的规范和描述语言模型

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Pau Fonseca i Casas, I. Romanowska, Joan Garcia i Subirana
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引用次数: 0

摘要

规范和描述语言(SDL)是一种能够完整、明确地表示模型的行为和结构的语言。它允许创建框架来运行模型,而无需使用特定的编程语言进行编码。这一自动过程简化了模型构建的关键阶段:验证和确认。SDLPS 是一种模拟器,可使用 SDL 定义和执行模型。在本文中,我们介绍了一个新的库,它可以在超级计算机等高性能计算平台上执行 SDLPS 基础架构上定义的 SDL 模型,从而大大加快仿真运行时间。此外,我们还将 SDL 语言应用于社会科学用例,从而为促进新用户群体使用高性能计算能力开辟了一条新途径。本文介绍的工具通过改进模型的记录、验证和确认,有可能提高建模软件的稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Specification and Description Language Models Automatic Execution in a High-Performance Environment
Specification and Description Language (SDL) is a language that can represent the behavior and structure of a model completely and unambiguously. It allows the creation of frameworks that can run a model without the need to code it in a specific programming language. This automatic process simplifies the key phases of model building: validation and verification. SDLPS is a simulator that enables the definition and execution of models using SDL. In this paper, we present a new library that enables the execution of SDL models defined on SDLPS infrastructure on a HPC platform, such as a supercomputer, thus significantly speeding up simulation runtime. Moreover, we apply the SDL language to a social science use case, thus opening a new avenue for facilitating the use of HPC power to new groups of users. The tools presented here have the potential to increase the robustness of modeling software by improving the documentation, verification, and validation of the models.
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来源期刊
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
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