SYSTEM AND METHOD TO OPTIMIZE PROCESSING PIPELINE FOR KEY PERFORMANCE INDICATORS

Patent №

US 12,373,763

Granted

2025-07-29

Filed 2021

Owner

International Business Machines Corporation

AI components

0

Assignment

None on record

Dataset

AIPD

Application

17370429

A computer-implemented system, platform, computer program product, and/or method for optimizing a data analytics suspicious activity detection pipeline that includes identifying a data analytics suspicious activity detection (SAD) pipeline for optimization; inputting desired key performance indicators for the data analytics suspicious activity detection (SAD) pipeline; gathering key performance indicators from previous runs of the data analytics suspicious activity detection (SAD) pipeline; identifying candidate pipeline configurations for simulation runs; running simulations of the candidate pipeline configurations; analyzing the simulations of the candidate pipeline configurations; and identifying the optimal pipeline configuration for the desired key performance indicators.

G06Q 10/06316G06Q 10/067G06N 20/00G06Q 10/04G06Q 10/06393G06Q 40/02G06Q 40/08

Ownership

International Business Machines Corporation

From the same owner

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