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QoS-aware dependency management for component-based systems

机译:基于组件的系统的QoS感知依赖管理

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摘要

Building and dynamically configuring component-based systems is an important topic in distributed systems and ubiquitous computing. However, the systematic and automatic configuration management remains a challenging problem for the following reasons: (1) QoS-enforced service delivery demands to maximize the system performance out of the best configuration, (2) dynamically varied resource availability in the distributed environment makes it desirable to achieve the optimized system resource consumption. We present a graph-based dependency management model to address the above problems. Our model integrates the management of inter-component functional dependency, including consistency checking and automatic system configuration, as well as QoS-aware resource dependency management. Based on the model, we present a pruning-based configuration selection algorithm, which is able to consistently optimize the system resource consumption, while preserving the QoS level in a heteregeneous environment. Our initial simulation results prove the soundness of our model and algorithm.
机译:构建和动态配置基于组件的系统是分布式系统和普适计算中的重要主题。但是,由于以下原因,系统的自动配置管理仍然是一个具有挑战性的问题:(1)QoS强制的服务交付要求从最佳配置中最大化系统性能;(2)分布式环境中动态变化的资源可用性使其成为最佳解决方案。期望实现优化的系统资源消耗。我们提出了一种基于图的依赖管理模型来解决上述问题。我们的模型集成了组件间功能依赖性的管理,包括一致性检查和自动系统配置,以及支持QoS的资源依赖性管理。基于该模型,我们提出了一种基于修剪的配置选择算法,该算法能够始终如一地优化系统资源消耗,同时在异构环境中保留QoS级别。我们的初始仿真结果证明了我们的模型和算法的正确性。

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