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:
Jan. 14, 2025

Filed:

Oct. 02, 2023
Applicant:

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

Inventors:

Yi Ming Wang, Xi'an, CN;

Rui Wang, Beijing, CN;

Jing Bo Jiang, Beijing, CN;

Yan Liu, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 47/78 (2022.01); H04L 47/70 (2022.01); H04L 47/762 (2022.01); H04L 47/80 (2022.01);
U.S. Cl.
CPC ...
H04L 47/781 (2013.01); H04L 47/762 (2013.01); H04L 47/801 (2013.01); H04L 47/829 (2013.01);
Abstract

In an approach for proactive service group based auto-scaling, a processor collects usage data generated in one or more services in a container platform. A processor predicts access situation and resource utilization of the one or more services based on the usage data. A processor constructs a dynamic correlation topology among the one or more services based on the access situation and resource utilization. A processor identifies associated services correlated with the one or more services based on the dynamic correlation topology. A processor, in response to a service request exceeding a pre-set threshold, expands the one or more services and associated services.


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