OPTIMIZING PERFORMANCE BASED ON BEHAVIORAL AND SITUATIONAL SIGNALS

• Main Authors: RAY MIHIR S, ZHANG TAO, ALI ZOHAIB H, NALLIAH SELVARAJ, MANDA SRINIVASA REDDY, BALAGA SIRISH KUMAR, MILLETT THOMAS W, MEYERS DAVID L, MELO EDUARDO D, CARPINETI SAMUELE, HU XIAO, CLEMENT KEVIN C, LIMONT DAVID P, SIMPSON RUSSELL L. JR, PICCOLO CHRISTIAN
• Format: Patent
• Language: Chinese; English
• Published: 16.04.2019
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

Variety of approaches to optimize performance based on behavioral and situational signals are described. A productivity service initiates operations to optimize performance upon receiving a behavioralsignal and/or a situational signal associated with a user. The behavioral signal and/or the situational signal are analyzed to infer a usage pattern associated with a component of an application. Next, a failure of the usage pattern is detected in a comparison to a utility threshold. In response, the application is instructed to interrupt an execution of the component. 描述了基于行为和情境信号优化性能的各种方法。生产力服务在接收到与用户相关联的行为信号和/或情境信号时启动优化性能的操作。分析行为信号和/或情境信号以推断与应用的组件相关联的使用模式。接下来，在与效用阈值的比较中检测使用模式的失败。作为响应，指示应用中断组件的执行。