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:
Jun. 02, 2020

Filed:

Oct. 12, 2018
Applicant:

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

Inventors:

Srinivasan Parthasarathy, White Plains, NY (US);

Sushma Ravichandran, Yorktown Heights, NY (US);

Fabio A. Oliveira, Yorktown Heights, NY (US);

Tamar Eilam, New York, NY (US);

Priya A. Ashok Nagpurkar, Ossining, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); H04L 12/24 (2006.01); H04L 29/08 (2006.01); G06F 11/34 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 41/5019 (2013.01); G06F 11/3409 (2013.01); G06N 20/00 (2019.01); H04L 67/1002 (2013.01); H04L 67/1097 (2013.01);
Abstract

A method and system of optimizing parameters of a microservice-based application is provided. A microservice infrastructure of the microservice-based application is determined. One or more optimization objectives related to the microservice-based application are determined. Different combinations of timeout and retry values are tested for each microservice. A reward value is calculated for each of the different combinations of timeout and retry values. The microservice infrastructure is set to a combination of timeout and retry values having a highest reward value for the one or more optimization objectives.


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