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On Modeling and Simulation of Resource Allocation Policies in Cloud Computing Using Colored Petri Nets

机译:彩色培养网云计算中资源分配策略的建模与仿真

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摘要

The Petri net (PN) formalism is a suitable tool for modeling parallel systems due to its basic characteristics, such as synchronization. The extension of PN, the Colored Petri Nets (CPN) allows the incorporation of more details of the real system into the model (for example, contention for shared resources). The CPNs have been widely used in a variety of fields to produce suitable models. One of their biggest strengths is that their overall philosophy is quite similar to the philosophy of the object-oriented paradigm. In this regard, the CPN models can be used to implement simulators in a rather straightforward way. In this paper, the CPN framework is employed to implement a new resource allocation simulator, which is used to verify the performance of our previous work, where we proposed a fair resource allocation scheme with flow control and maximum utilization of the system’s resources.
机译:Petri网(PN)形式主义是一种合适的工具,用于对并联系统的建模,因为其基本特征,例如同步。 PN的延伸,彩色Petri网(CPN)允许将真实系统的更多细节结合到模型中(例如,共享资源的争用)。 CPNS已广泛用于各种领域以生产合适的模型。他们最大的优势之一是,他们的整体哲学与面向对象范式的哲学相似。在这方面,CPN模型可用于以相当简单的方式实现模拟器。在本文中,采用CPN框架来实现新的资源分配模拟器,用于验证我们以前的工作的性能,在那里我们提出了一个流量控制和系统资源的最大利用率的公平资源分配方案。

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