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20250190256. Reduced Memory Utilization Fo (ServiceNow, .)

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Reduced Memory Utilization for Data Analytics Procedures

Abstract: an example embodiment may involve a main database; a main memory; and one or more processors configured to: retrieve, by a data collector application, records from the main database, wherein the data collector application includes an embedded database; aggregate, by the data collector application, values in the records relating to a key performance indicator (kpi) to form partial kpi data stored in one or more blocks of the main memory; determine, by the data collector application, that utilization of the main memory exceeds a pre-defined threshold; in response to the utilization of the main memory exceeding the pre-defined threshold, write, by the data collector application, the partial kpi data to a row of the embedded database; and release, by the data collector application, the one or more blocks of the main memory used to store the partial kpi data.

Inventor(s): Vignesh Salem Ramamurthy, Gayatri Kamarajugadda, Lav Jaitak, Vamshi Sandhireddy, Kyle Barron-Kraus, Aiswarya, Radhika Khandelwal, Rahul Borkar, Abhijith Nagarajan, Benedetto Fiorelli, Aravind Racharla

CPC Classification: G06F9/5016 (Allocation of resources, e.g. of the central processing unit [CPU])

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