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.
Patent No.:
Date of Patent:
Sep. 01, 2026
Filed:
Nov. 30, 2020
International Business Machines Corporation, Armonk, NY (US);
Hui Kang, Briarcliff Manor, NY (US);
Xinyu Que, Yorktown Heights, NY (US);
Yu Deng, Yorktown Heights, NY (US);
Sinem Guven Kaya, New York, NY (US);
Bruce D'amora, New Milford, CT (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Embodiments of the present invention provide computer implemented methods, computer program products and computer systems. For example, embodiments of the present invention can, in response to receiving a request, collect trace data and specifications for a sequence of requests for normal behavior of a microservice application. Embodiments of the present invention can then generate request contextual features from the collected trace data and specification. Embodiments of the present invention can then train a neural network model based on the generated contextual features; and predicting anomalous behavior of the microservice application using the trained neural network model.