基于组件的系统的qos依赖性管理

Yi Cui, K. Nahrstedt
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引用次数: 16

摘要

构建和动态配置基于组件的系统是分布式系统和泛在计算中的一个重要课题。然而,系统和自动配置管理仍然是一个具有挑战性的问题,原因如下:(1)qos强制的服务交付需要在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需要实现系统资源消耗的优化。我们提出了一个基于图的依赖关系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的管理,包括一致性检查和自动系统配置,以及qos感知的资源依赖管理。在此基础上,提出了一种基于剪枝的配置选择算法,该算法能够在异构环境下持续优化系统资源消耗,同时保持QoS水平。初步的仿真结果证明了模型和算法的正确性。
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QoS-aware dependency management for component-based systems
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.
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