18508407. PROCESS SMART DEPENDENCIES DETECTION (International Business Machines Corporation)
PROCESS SMART DEPENDENCIES DETECTION
Organization Name
International Business Machines Corporation
Inventor(s)
CORNELIU NICOLAE Barbulescu of Otopeni RO
PROCESS SMART DEPENDENCIES DETECTION
This abstract first appeared for US patent application 18508407 titled 'PROCESS SMART DEPENDENCIES DETECTION
Original Abstract Submitted
A computer-implemented method for controlling a plurality of IT processes comprises measuring periodically start-times and related end-times of each of the plurality of IT processes during a first time interval, determining, for each of the IT processes, regularized binary time-series data based on the measured start-times and the related end-times, during a second time interval, building a plurality of vectors, wherein each component of each of the vectors of the plurality represents data of a respective one of the time-series data of the plurality of IT processes during a given second time interval, training of a machine-learning system to build a machine-learning model using the plurality of vectors as training data, thereby determining weights for edges between nodes of the machine-learning system, and using the determined weights of the edges between the nodes as indicators for dependencies between the IT processes.