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QoS-driven composition analysis for component-based system development.

机译:QoS驱动的成分分析,用于基于组件的系统开发。

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摘要

Component-based development (CBD) techniques are frequently used for the development of large-scale complex systems to reduce system development time and cost. This can be seen in many application domains, including software systems, hardware systems, and complex systems of systems. Generally in CBD, one major concern is the satisfaction of the functional as well as the Quality of Service (QoS) requirements of the system using existing components. Most of the existing works in CBD focus on functional decomposition. Methods and tools have been developed to help with the design of a system that satisfies the functional requirements. Frequently, such a system design can be realized by multiple sets of components and different compositions of the components may yield different QoS behaviors. Also, some components may be reconfigurable and can provide different QoS tradeoffs. Thus, appropriate design decisions, including component selections and parameter settings of configurable components, should be explored such that both functional and QoS requirements of the system are satisfied.; The goal of this dissertation research is to develop techniques for QoS-driven composition analysis. The approach leverages current design technologies and focuses on realizing a design with a specific composition of components for the satisfaction of system QoS requirements. A composition is a specific selection of the set of components and the specific parameter settings of the configurable components for realizing a system design. A specific composition yields specific system QoS behaviors. QoS-driven composition analysis techniques aim to model the specification of the system and component QoS aspects, explore the design alternatives (various compositions), predict system QoS properties of the design alternatives based on the component QoS properties, and make design decisions by efficiently exploring the QoS property space of the system.; The dissertation research results in a set of integrated model, techniques, and tools to carry out the QoS-driven composition analysis. The techniques and tools support automated design space exploration, evaluation, and decision making. Thus, system designers can be relieved from the burden of QoS analysis and composition decision making, while focusing on functional decomposition tasks. This is especially beneficial for the design of large-scale complex systems where the QoS property space of the system can be too large to be effectively explored manually. The research results significantly contribute to the state-of-the-art of component-based system design.
机译:基于组件的开发(CBD)技术经常用于大规模复杂系统的开发,以减少系统开发时间和成本。这可以在许多应用程序领域中看到,包括软件系统,硬件系统和复杂的系统系统。通常,在CBD中,一个主要问题是使用现有组件满足系统的功能以及服务质量(QoS)要求。 《生物多样性公约》现有的大多数工作都集中在功能分解上。已经开发出方法和工具来帮助设计满足功能要求的系统。通常,这样的系统设计可以通过多组组件来实现,并且组件的不同组成可能会产生不同的QoS行为。同样,某些组件可能是可重新配置的,并且可以提供不同的QoS折衷。因此,应探索适当的设计决策,包括组件选择和可配置组件的参数设置,以便同时满足系统的功能和QoS要求。本论文研究的目的是开发用于QoS驱动的成分分析的技术。该方法利用了当前的设计技术,并专注于实现具有特定组件组成的设计,以满足系统QoS要求。组成是对组件集的特定选择和可配置组件的特定参数设置,以实现系统设计。特定的组合会产生特定的系统QoS行为。 QoS驱动的成分分析技术旨在对系统规范和组件QoS方面进行建模,探索设计替代方案(各种构成),基于组件QoS属性预测设计替代方案的系统QoS属性,并通过有效探索来做出设计决策系统的QoS属性空间。本文的研究结果是一套完整的模型,技术和工具,可以进行QoS驱动的成分分析。这些技术和工具支持自动设计空间探索,评估和决策。因此,在专注于功能分解任务的同时,可以减轻系统设计人员的QoS分析和组合决策制定的负担。这对于大型复杂系统的设计特别有用,在大型复杂系统中,系统的QoS属性空间可能太大而无法手动有效地进行探索。研究结果极大地促进了基于组件的系统设计的最新发展。

著录项

  • 作者

    Ma, Hui.;

  • 作者单位

    The University of Texas at Dallas.;

  • 授予单位 The University of Texas at Dallas.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 232 p.
  • 总页数 232
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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