The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 21, 2025
Filed:
May. 31, 2022
Acronis International Gmbh, Schaffhausen, CH;
Acronis International GmbH, Schaffhausen, CH;
Abstract
A system to optimize required resources at an endpoint needed to monitor a user behavior for abnormalities with the endpoint includes a processor processing a plurality of agents running at the endpoint to intercept network traffic metrics, intercept device access metrics, intercept app-specific user-mode metrics, parse intercepted data, and submit the intercepted data to a backend component at a server to collect the intercepted data from the endpoint, predict deviation from a normal profile, in which the backend component assesses available characteristics of a particular endpoint, calculates an endpoint user profile, calculates a degree of variance (DoV) between the user profile and the normal profile, compares the calculated DoV to a predetermined Variance Threshold (VT), and predicts, based on machine learning algorithms, a movement of a trend of the DoV within the VT, creates an adjusted metrics list, and distributes adjusted metrics to a related endpoint.