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QuoteRef: wangS3_2018



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Reference

Wang, S., Li, C., Sentosa, W., Hoffmann, H., Lu, S., Kistigantoro, A.I., "Understanding and auto-adjusting performance-sensitive configurations," ASPLOS XXIII Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, Williamsburg, Virginia, USA, March 2018, ACM SIGARCH, ACM SIGOPS, ACM SIGPLAN, p. 154-168

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wangS3.18 ;;abstract "Modern software systems are often equipped with hundreds ... [p. 154] Setting performance-sensitive configurations, PerfConfs for short, is challenging ... [p. 155] In this paper, we first conduct an empirical ... [p. 164] Figure 5 shows that SmartConf provides performance tradeoffs ...

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wangS3.18 ;;155 "SmartConf decomposes the PerfConf [performance configuration] setting problem to let users, developers, and control-theoretic ... performance than even the best launch-time configuration settings.

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wangS3.18 ;;157 "PerfConfs ... are dominated by numerical types. ... the majority (>80%) are integers, and a small ... and determine whether a performance optimization is enabled. ...

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wangS3.18 ;;157 "SmartConf is a control-theoretic configuration framework for PerfConfs. ... [p. 159] We choose a recently proposed controller-synthesis methodology [Filieri, ICSE, 2014] as the foundation for SmartConf controller. This methodology ... [p. 160] ... A controller is then synthesized to select the ... [p. 165] [SmartConf] does not work for configurations whose performance goals ... relationship between performance and configuration is not monotonic.

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wangS3.18 ;;160 "SmartConf proposes two new techniques to address goals ... [p. 161]


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