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METHODS AND SYSTEMS FOR TRANSFORMING COMPUTING ANALYTICS FRAMEWORKS INTO CROSS-PLATFORM REAL-TIME DECISION-MAKING SYSTEMS THROUGH A DECISION-MAKING AGENT

机译:通过决策制定者将计算框架转换为跨平台实时决策制定的方法和系统

摘要

Systems described herein provide structures and functionality for transforming passive analytics systems into systems that can actively modify software behavior based on analytic data to improve software performance relative to configurable goal metrics. An example method generally includes receiving, from a policy generator, a decision-making policy specifying actions for a software application to perform upon detection of decision-point events; receiving a decision-making request from the software application; retrieving, from a data repository, time-series data in a session associated with the consumer identifier; selecting one or more of the different actions for the software application to perform by comparing the time-series data and the event type to the decision-making policy; sending an indication of the selected actions in response to the decision-making request; and updating the time-series data in the session associated with the consumer identifier to reflect the decision-point event and the one or more selected actions.
机译:本文所述的系统提供了用于将被动分析系统转换为可以基于分析数据来主动修改软件行为以相对于可配置目标度量来提高软件性能的系统的结构和功能。示例方法通常包括:从策略生成器接收决策制定策略,该决策制定策略指定用于软件应用在检测到决策点事件时执行的动作;以及从软件应用程序接收决策请求;从数据存储库中检索与消费者标识符相关联的会话中的时间序列数据;通过将时间序列数据和事件类型与决策策略进行比较,为软件应用程序选择一个或多个不同的动作来执行;响应于决策请求,发送对所选动作的指示;在与消费者标识符相关联的会话中更新时间序列数据,以反映决策点事件和一个或多个选择的动作。

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