US 12,299,418 B2
Static analysis for cloud integration flows using machine learning
Vipul Khullar, New Delhi (IN); and Kirti Sinha, Delhi (IN)
Assigned to SAP SE, Walldorf (DE)
Filed by SAP SE, Walldorf (DE)
Filed on Feb. 22, 2023, as Appl. No. 18/172,854.
Prior Publication US 2024/0281221 A1, Aug. 22, 2024
Int. Cl. G06F 9/44 (2018.01); G06F 8/10 (2018.01); G06F 8/34 (2018.01)
CPC G06F 8/34 (2013.01) [G06F 8/10 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
collecting, as collected integration flows (iFlows), published iFlows;
extracting, as extracted descriptions, descriptions of the collected iFlows;
parsing the extracted descriptions;
creating a list of one or more interchangeable operators;
iterating through the collected iFlows, wherein iterating through the collected iFlows:
computes performance parameters and performance bottlenecks for newly generated iFlows;
chooses, as a chosen iFlow, an iFlow which fulfills a maximum of performance requirements or an iFlow with most efficient values for performance parameters;
calculates delta details between a published iFlow and the chosen iFlow; or
stores information about delta details for user reference; and
providing automated performance recommendations for a new iFlow.