专利名称：EVENT NOTIFICATION SYSTEM WITH
CLUSTER CLASSIFICATION
发明人：Gaurav Gupta,Mohak Rajendra,Arunvijai
Sridharan,Vibhu Rastogi
申请号：US14846836申请日：20150907
公开号：US20160364467A1公开日：20161215
专利附图：
摘要：An event-notification system provides for monitoring resource-status
parameters so as to repeatedly generate resource-status values for each of N resource-
status parameters applicable to the resources. Each datapoint specifies a resource, a timeof collection, and the values of parameters for the resource at the time. The datapointsare represented in an N-dimensional space, including N dimensions corresponding to theresource-status parameters and one dimension devoted to time. The datapoints areclustered on a proximity basis. The clusters are manually classified as Normal or Ack-Abnormal. A machine-learning engine develops a model that allows the classifications tobe automated. Alerts are sent for respective Abnormal clusters rather than for eachabnormal datapoint, thus reducing the amount of data an administrator must deal with toaddress potential problems.
申请人：VMWARE, INC.
地址：Palo Alto CA US
国籍：US
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