用于自我管理分布式计算系统的基于控制的框架

S. Abdelwahed, Nagarajan Kandasamy, S. Neema
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引用次数: 45

摘要

本文描述了一个在线控制框架,用于设计自管理分布式计算系统,该系统可以根据不断变化的计算需求和环境条件不断优化其性能。在线控制技术与预测过滤器结合使用,根据预测行为调整单个系统组件的性能。在分布式设置中,全局控制器用于管理组件之间的交互,以满足总体系统需求。
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A control-based framework for self-managing distributed computing systems
This paper describes an online control framework to design self-managing distributed computing systems that continually optimize their performance in response to changing computing demands and environmental conditions. An online control technique is used in conjunction with predictive filters to tune the performance of individual system components based on their forecast behavior. In a distributed setting, a global controller is used to manage the interaction between components such that overall system requirements are satisfied.
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A control-based framework for self-managing distributed computing systems Self-healing mechanisms for kernel system compromises Online model-based adaptation for optimizing performance and dependability A planning based approach to failure recovery in distributed systems Patterns of self-management
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