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Cloud inference system

  • US 10,423,638 B2
  • Filed: 04/27/2017
  • Issued: 09/24/2019
  • Est. Priority Date: 04/27/2017
  • Status: Active Grant
First Claim
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1. A computer-implemented method comprising:

  • receiving an identification of log data that records occurrences of events, wherein the log data associates each event with one or more respective attributes and a respective user-assigned group identifier of a plurality of user-assigned group identifiers;

    indexing the log data including generating respective indexed groups that are indexed by the user-assigned group identifiers, each indexed group including all events in the log data having a same user-assigned group identifier;

    receiving, from a user device, a query specifying a reference parameter and requesting one or more predicted events, the predicted events being events identified by the log data that are most likely to co-occur, in the indexed groups, with events associated with the reference parameter;

    searching the indexed groups to identify a plurality of matching groups that are each associated with the reference parameter;

    computing respective scores for multiple events included in the plurality of matching groups, wherein the respective score for a particular event represents how frequently the particular event occurs in the matching groups associated with the reference parameter compared to how frequently the particular event occurs in groups indexed by the user-assigned group identifiers;

    computing, from the respective scores, one or more predicted events occurring in the plurality of matching groups, the one or more predicted events being events that are most likely to co-occur in the indexed groups with events associated with the reference parameter; and

    providing, to the user device, the computed one or more predicted events in response to receiving the query.

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