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:
Apr. 30, 2019

Filed:

Sep. 29, 2015
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Luba Cherbakov, Mclean, VA (US);

Kuntal Dey, New Delhi, IN;

Sougata Mukherjea, New Delhi, IN;

Nitendra Rajput, Haryana, IN;

Venkatraman Ramakrishna, New Delhi, IN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06F 11/07 (2006.01); G06N 99/00 (2019.01); H04L 12/24 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0709 (2013.01); G06F 11/0742 (2013.01); G06F 11/0748 (2013.01); G06N 99/005 (2013.01); H04L 41/00 (2013.01); G06N 5/04 (2013.01);
Abstract

An approach is provided for detecting and analyzing an anomaly in application performance in a client-server connection via a network. A request time and an Internet Protocol (IP) address of the client are determined. Based on the request time and the IP address, log entries relevant to the request are selected. A response code, a round trip latency time (RTT) of the response, and an indication of whether the connection timed out are determined. Based on the status code, the RTT, and the indication of whether connection timed out, the anomaly is detected. Based on temporal and textual analyzes of log entries associated with the anomaly and an environment analysis that determines activity of the client, server, and network, candidate root causes of a failure that resulted in the anomaly are determined.


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