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1.发明申请DISCOVERING OPTIMAL SYSTEM CONFIGURATIONS USING DECENTRALIZED PROBABILITY BASED ACTIVE SAMPLING 审中-公开使用基于分布式可靠性的主动采样发现最优系统配置
公开(公告)号：WO2009058412A1
公开(公告)日：2009-05-07
申请号：PCT/US2008/055896
申请日：2008-03-05
Applicant: NEC LABORATORIES AMERICA, INC.
Inventor： CHEN, Haifeng , JIANG, Guofei , YOSHIHIRA, Kenji , ZHANG, Hui , MENG, Xiaoqiao
CPC classification number: G06F9/44505 , G06F11/3409 , G06F11/3447 , G06F11/3452 , G06F2201/885
Abstract: A system and method for optimizing system performance includes applying (160) sampling based optimization to identify optimal configurations of a computing system by selecting (162) a number of configuration samples and evaluating (166) system performance based on the samples. Based on feedback of evaluated samples, a location of an optimal configuration is inferred (170). Additional samples are generated (176) towards the location of the inferred optimal configuration to further optimize a system configuration.
Abstract translation: 用于优化系统性能的系统和方法包括通过基于样本选择（162）多个配置样本和评估（166）系统性能来应用（160）基于抽样的优化来识别计算系统的最佳配置。 基于评估样本的反馈，推断最佳配置的位置（170）。 生成附加样本（176）朝向推断的最佳配置的位置，以进一步优化系统配置。
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2.发明公开DISCOVERING OPTIMAL SYSTEM CONFIGURATIONS USING DECENTRALIZED PROBABILITY BASED ACTIVE SAMPLING 审中-公开利用基于分散概率的有效抽样发现最优系统配置
公开(公告)号：EP2208146A1
公开(公告)日：2010-07-21
申请号：EP08743687.9
申请日：2008-03-05
Applicant: NEC Laboratories America, Inc.
Inventor： CHEN, Haifeng , JIANG, Guofei , YOSHIHIRA, Kenji , ZHANG, Hui , MENG, Xiaoqiao
CPC classification number: G06F9/44505 , G06F11/3409 , G06F11/3447 , G06F11/3452 , G06F2201/885
Abstract: A system and method for optimizing system performance includes applying (160) sampling based optimization to identify optimal configurations of a computing system by selecting (162) a number of configuration samples and evaluating (166) system performance based on the samples. Based on feedback of evaluated samples, a location of an optimal configuration is inferred (170). Additional samples are generated (176) towards the location of the inferred optimal configuration to further optimize a system configuration.
Abstract translation: 用于优化系统性能的系统和方法包括通过基于样本选择（162）多个配置样本并且评估（166）系统性能来应用（160）基于采样的优化以识别计算系统的最优配置。 基于评估样本的反馈，推断出最佳配置的位置（170）。 生成（176）朝向推断的最佳配置的位置的附加采样以进一步优化系统配置。
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