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Uma abordagem dirigida por modelos para desenvolvimento de middlewares auto-adaptativos para transmissão de fluxo de dados baseado em restrições de QoS

机译:一种基于模型驱动的基于QoS约束的数据流传输自适应中间件开发方法

摘要

The use of middleware technology in various types of systems, in order to abstract low-level details related to the distribution of application logic, is increasingly common. Among several systems that can be benefited from using these components, we highlight the distributed systems, where it is necessary to allow communications between software components located on different physical machines. An important issue related to the communication between distributed components is the provision of mechanisms for managing the quality of service. This work presents a metamodel for modeling middlewares based on components in order to provide to an application the abstraction of a communication between components involved in a data stream, regardless their location. Another feature of the metamodel is the possibility of self-adaptation related to the communication mechanism, either by updating the values of its configuration parameters, or by its replacement by another mechanism, in case of the restrictions of quality of service specified are not being guaranteed. In this respect, it is planned the monitoring of the communication state (application of techniques like feedback control loop), analyzing performance metrics related. The paradigm of Model Driven Development was used to generate the implementation of a middleware that will serve as proof of concept of the metamodel, and the configuration and reconfiguration policies related to the dynamic adaptation processes. In this sense was defined the metamodel associated to the process of a communication configuration. The MDD application also corresponds to the definition of the following transformations: the architectural model of the middleware in Java code, and the configuration model to XML
机译:中间件技术在各种类型的系统中的使用,以抽象出与应用程序逻辑分布有关的底层细节,已变得越来越普遍。在可以从使用这些组件受益的几个系统中,我们重点介绍了分布式系统,在这些系统中,有必要允许位于不同物理机器上的软件组件之间进行通信。与分布式组件之间的通信有关的一个重要问题是提供用于管理服务质量的机制。这项工作提出了一个用于基于组件对中间件进行建模的元模型,以便向应用程序提供数据流中涉及的组件之间的通信的抽象,而不论它们的位置如何。元模型的另一个特征是与通信机制相关的自适应的可能性,在不保证指定的服务质量限制的情况下,可以通过更新其配置参数的值,或者通过用另一种机制替换它来实现。在这方面,计划对通信状态进行监视(应用诸如反馈控制回路之类的技术),分析相关性能指标。使用模型驱动开发的范例来生成中间件的实现,该中间件将用作元模型以及与动态适应过程相关的配置和重新配置策略的概念证明。在这种意义上,定义了与通信配置过程相关的元模型。 MDD应用程序还对应于以下转换的定义:Java代码中的中间件的体系结构模型,以及XML的配置模型

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