In data stream management systems (DSMSs), how to maintain the quality of queries is a difficult problem because both the processing cost and data arrival rates are highly unpredictable. When the system is overloaded,...In data stream management systems (DSMSs), how to maintain the quality of queries is a difficult problem because both the processing cost and data arrival rates are highly unpredictable. When the system is overloaded, quality degrades significantly and thus load shedding becomes necessary. Unlike processing overloading in the general way which is only by a feedback control (FB) loop to obtain a good and stable performance over data streams, a feedback plus feed-forward control (FFC) strategy is introduced in DSMSs, which have a good quality of service (QoS) in the aspects of miss ratio and processing delay. In this paper, a quality adaptation framework is proposed, in which the control-theory-based techniques are leveraged to adjust the application behavior with the considerations of the current system status. Compared to previous solutions, the FFC strategy achieves a good quality with a waste of fewer resources.展开更多
目的探讨重症监护室(intensive care unit,ICU)住院患者中应用循环质控理念联合风险管理模式的效果。方法选取2023年1—5月寿光市人民医院ICU住院患者335例作为对照组,实施常规医院感染管理;选取2023年6—12月ICU住院患者340例作为干预...目的探讨重症监护室(intensive care unit,ICU)住院患者中应用循环质控理念联合风险管理模式的效果。方法选取2023年1—5月寿光市人民医院ICU住院患者335例作为对照组,实施常规医院感染管理;选取2023年6—12月ICU住院患者340例作为干预组,实施循环质控理念联合风险管理模式。比较2组管理质量、风险事件、医院感染发生率及患者满意度。结果干预组管理质量(感染监测、组织管理、风险评估、制度建设)评分高于对照组(P<0.05);干预组风险事件发生率(1.47%)低于对照组(4.48%)(P<0.05);干预组医院感染发生率(3.82%)低于对照组(7.46%)(P<0.05);干预组患者满意度(98.24%)低于对照组(95.52%)(P<0.05)。结论循环质控理念联合风险管理模式应用于ICU住院患者中,可提高管理质量,减少风险事件与医院感染发生,促进患者满意度提升,体现了《ICU十大安全目标》的执行标准。展开更多
基金Supported by the National Key R&D Program of China(2016YFC1401900)the National Science Foundation of China(61173029,61672144)
文摘In data stream management systems (DSMSs), how to maintain the quality of queries is a difficult problem because both the processing cost and data arrival rates are highly unpredictable. When the system is overloaded, quality degrades significantly and thus load shedding becomes necessary. Unlike processing overloading in the general way which is only by a feedback control (FB) loop to obtain a good and stable performance over data streams, a feedback plus feed-forward control (FFC) strategy is introduced in DSMSs, which have a good quality of service (QoS) in the aspects of miss ratio and processing delay. In this paper, a quality adaptation framework is proposed, in which the control-theory-based techniques are leveraged to adjust the application behavior with the considerations of the current system status. Compared to previous solutions, the FFC strategy achieves a good quality with a waste of fewer resources.
文摘目的探讨重症监护室(intensive care unit,ICU)住院患者中应用循环质控理念联合风险管理模式的效果。方法选取2023年1—5月寿光市人民医院ICU住院患者335例作为对照组,实施常规医院感染管理;选取2023年6—12月ICU住院患者340例作为干预组,实施循环质控理念联合风险管理模式。比较2组管理质量、风险事件、医院感染发生率及患者满意度。结果干预组管理质量(感染监测、组织管理、风险评估、制度建设)评分高于对照组(P<0.05);干预组风险事件发生率(1.47%)低于对照组(4.48%)(P<0.05);干预组医院感染发生率(3.82%)低于对照组(7.46%)(P<0.05);干预组患者满意度(98.24%)低于对照组(95.52%)(P<0.05)。结论循环质控理念联合风险管理模式应用于ICU住院患者中,可提高管理质量,减少风险事件与医院感染发生,促进患者满意度提升,体现了《ICU十大安全目标》的执行标准。
