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:
Jul. 08, 2025

Filed:

Aug. 31, 2023
Applicant:

Riverbed Technology Llc, Redwood City, CA (US);

Inventors:

Nicole Andree M. Shoblom, Bentonville, AR (US);

Erez Shalom Armoza, Espinhal, PT;

Robyn A. Zamora, Sorrento, FL (US);

Karthikeyan Thennamanallur Ponnusamy, Westford, MA (US);

Christopher O'Malley, Waterloo, CA;

Assignee:

RIVERBED TECHNOLOGY LLC, Redwood City, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0709 (2013.01); G06F 17/18 (2013.01);
Abstract

A set of devices may be monitored and a subset of the set of devices which is experiencing a problem may be determined. A cardinality of the subset of the set of devices may be divided by a cardinality of the set of devices to obtain a ratio. An expected distribution over a set of attribute values may be determined by multiplying the ratio with a count of devices corresponding to each attribute value. An observed distribution over the set of attribute values may be determined by counting devices which are experiencing the problem corresponding to each attribute value. A probability value may be determined which represents a probability that the expected distribution matches the observed distribution. A report may be generated which includes attributes and the associated probability values, where an attribute is included in the report if the corresponding probability is less than a threshold.


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