The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 22, 2023

Filed:

Feb. 06, 2018
Applicant:

Vmware, Inc., Palo Alto, CA (US);

Inventors:

Chethana Hebbal Basavarajappa, Bangalore, IN;

Amita Ranjan, Bangalore, IN;

Kavya Reddy Musani, Austin, TX (US);

Assignee:

VMWARE, INC., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 5/047 (2023.01); G06F 11/22 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0706 (2013.01); G06F 11/0751 (2013.01); G06F 11/0778 (2013.01); G06F 11/0787 (2013.01); G06F 11/2263 (2013.01); G06N 5/047 (2013.01);
Abstract

A method is provided to predict a disaster for a computer system based on logs. The method includes representing existing logs as first vectors by tokenizing the existing logs and partitioning the first vectors into clusters. The clusters represent disaster types. The method further includes selecting representative vectors for the clusters, representing a new log of the computer system as a second vector by tokenizing the new log, matching the second vector to a cluster by comparing the second vector and the representative vectors, and categorizing the new log as a disaster type represented by the cluster.


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