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. 20, 2023

Filed:

Sep. 10, 2021
Applicant:

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

Inventors:

Matthew Paul Wilson, Easteligh, GB;

David Richard Jones, Eastleigh, GB;

Sandra Hayward, Eastleigh, GB;

Johanna Saladas Zaaijer, Winchester, GB;

Christopher Neil Bailey, Romsey, GB;

Ian Partridge, Eastleigh, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 67/566 (2022.01); H04L 41/14 (2022.01); G06N 20/00 (2019.01); H04L 67/63 (2022.01);
U.S. Cl.
CPC ...
H04L 67/566 (2022.05); G06N 20/00 (2019.01); H04L 41/14 (2013.01); H04L 67/63 (2022.05);
Abstract

A method, system, and computer program product for predicting microservices required for incoming requests for reducing the start latency of serverless microservices. The method may include obtaining tracing data of microservices of an application for historical requests processed by the application. The method may also include grouping the tracing data based on common request attributes. The method may also include aggregating each group into rules relating the common request attributes to lists of microservices. The method may also include building a predictive model formed of the rules for processing incoming requests to obtain a list of predicted microservices required for the incoming request based on attributes of the incoming request.


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