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Modern service-oriented systems have increasingly complex loosely-coupled architectures that often exhibit poor performance and resource efficiency and have high operating costs. This is due to the inability to predict at runtime the effect of dynamic changes in the system environment (e.g., varying service workloads) and adapt the system configuration accordingly. In this paper, we describe a longterm vision and approach for designing systems with built-in self-aware performance and resourcedoi:10.1109/scc.2010.94 dblp:conf/IEEEscc/KounevBHR10 fatcat:hmmzcrpagvgsni67obyxcelptq