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Definition Of A Transparent Constraint-Based Modeling And Simulation Layer For The Management Of Complex Systems

机译:基于透明约束的复杂系统管理建模与仿真层的定义

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摘要

Modeling and Simulation (M&S) is one of the most multifaceted topics present today in both industry and academia. However, we are involved in a new M&S paradigm. Systems are becoming more complex and new simulation needs arise and have to be studied. As a consequence, the way in which we perform M&S must be adapted, providing new ideas and tools. In this paper, we propose a rule-based constraints evaluator, which facilitate the validation and verification of complex models in a transparent manner. For this, constraints are defined. The constraints definition process is completely independent of the model development process because (a) the set of constraints is defined once the model has been developed, and (b) constraints are validated at simulation time. The proposed Constraint M&S architecture has been built using the Discrete Event System Specification (DEVS) formalism and has been tested on a validated data center simulation model.
机译:建模和仿真(M&S)是当今工业界和学术界中最具多样性的主题之一。但是,我们参与了新的M&S范例。系统变得越来越复杂,出现了新的仿真需求,必须进行研究。因此,必须调整我们进行M&S的方式,提供新的想法和工具。在本文中,我们提出了一种基于规则的约束评估器,它以透明的方式促进了复杂模型的验证和验证。为此,定义了约束。约束定义过程完全独立于模型开发过程,因为(a)一旦开发了模型就定义了约束集,并且(b)在仿真时验证了约束。拟议的约束M&S体系结构是使用离散事件系统规范(DEVS)形式构建的,并已在经过验证的数据中心仿真模型上进行了测试。

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