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.

Date of Patent:
Dec. 03, 2024

Filed:

Jan. 26, 2023
Applicant:

Zscaler, Inc., San Jose, CA (US);

Inventors:

Hila Paz Herszfang, Rishon Letsion, IL;

Eden Meyuhas, Holon, IL;

Assignee:

Zscaler, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for dynamic session aggregation detection include receiving session logs for one of a plurality of machines operating in a cloud-based system; determining a plurality of time intervals between activities based on the session logs; determining a probability of a new log to be received after each time interval of the plurality of time intervals; calculating a slope from a shortest break interval and a slope to a longest break interval for each log of the session logs; calculating a slope ratio for each log of the session logs; and determining an optimal maximum session duration based on the slope ratios. The steps further include defining a new applicative session each time the machine experiences a break larger than the optimal maximum session duration.


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