US 11,683,391 B2
Predicting microservices required for incoming requests
Matthew Paul Wilson, Easteligh (GB); David Richard Jones, Eastleigh (GB); Sandra Hayward, Eastleigh (GB); Johanna Saladas Zaaijer, Winchester (GB); Christopher Neil Bailey, Romsey (GB); and Ian Partridge, Eastleigh (GB)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Sep. 10, 2021, as Appl. No. 17/471,240.
Prior Publication US 2023/0088581 A1, Mar. 23, 2023
Int. Cl. H04L 67/566 (2022.01); H04L 41/14 (2022.01); G06N 20/00 (2019.01); H04L 67/63 (2022.01)
CPC H04L 67/566 (2022.05) [G06N 20/00 (2019.01); H04L 41/14 (2013.01); H04L 67/63 (2022.05)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for predicting microservices required for incoming requests, comprising:
obtaining tracing data of microservices of an application for historical requests processed by the application;
grouping the tracing data based on common request attributes;
aggregating each group into rules relating the common request attributes to lists of microservices; and
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.