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System and methods for decomposing events from managed infrastructures that includes a feedback signalizer functor

机译：用于从包含反馈信号器仿函数的托管基础架构分解事件的系统和方法

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摘要

An event clustering system that has an extraction engine in communication with a managed infrastructure. A signalizer engine includes one or more of an NMF engine, a k-means clustering engine and a topology proximity engine. The signalizer engine determines one or more common characteristics or features from events. The signalizer engine uses the common features of events to produce clusters of events relating to the failure or errors in the managed infrastructure. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. A feedback signalizer functor is provided that is a supervised machine learning approach to train to reproduce a situation. In response to production of the clusters one or more physical changes in a managed infrastructure hardware is made, where the hardware supports the flow and processing of information.

机译：一个事件聚类系统，具有与托管基础架构通信的提取引擎。信号引擎包括NMF发动机中的一个或多个，K均值聚类发动机和拓扑接近发动机。信号引擎从事件中确定一个或多个常见特征或特征。信号引擎使用事件的共同特征来生成与托管基础架构中的故障或错误相关的事件集群。群集中的成员资格表示事件的常见因素是故障或物理硬件管理基础设施中的故障或可操作问题，指向支持信息的流程和处理。提供了一种反馈信号器仿函数，这是一种监督机器学习方法，可以训练再现一种情况。为了响应于群集的生产，制作了管理基础设施硬件中的一个或多个物理变化，其中硬件支持信息的流程和处理。

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公开/公告号US11010220B2

专利类型
公开/公告日2021-05-18

原文格式PDF
申请/专利权人 MOOGSOFT INC.;
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申请/专利号US201715811715
发明设计人 PHILIP TEE;
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申请日2017-11-14
分类号G06N3/08;G06F11/07;H04L12/24;G06F16/28;H04L29/08;H04L12/58;G06F11/30;G06Q10/06;G06N5/04;G06N5/02;H04L12/26;G06Q10/10;G06N3/04;
国家 US
入库时间 2022-08-24 18:43:19

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