SYSTEMS AND METHODS FOR EVENT TRACKING USING TIME-WINDOWED COUNTERS

Patent №

US 11,636,166

Granted

2023-04-25

Filed 2020

Owner

FACEBOOK, INC.

AI components

2

ml · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16919083

Some embodiments include tracking events and classifying assets within a computer system. A time series of occurrences of an event type associated with at least one asset is generated. A first signal value and a second signal value is determined based on the time series. The at least one asset can be classified based on comparison of the first signal value and the second signal value. The time series can be based on at least one time window including time intervals. Counters to determine a number of occurrences of an event type can be associated with the time intervals. Each of the counters can be incremented upon occurrence of the event type associated with the at least one asset during an associated time interval.

Machine learningKnowledge representationG06Q 10/40G06F 16/24578G06F 16/35G06F 16/9535G06N 5/02G06N 20/00

AI classification

Knowledge representation0.94
Machine learning0.69
AI hardware0.46
Evolutionary computation0.00
Planning0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 599100993

Assignors

AGASHE, BHALCHANDRA SURESH, SHKLARSKI, GIL, STEIN, CHRISTOPHER ALEXANDER, TCHERVENSKI, NICKOLAY VLADIMIROV

On an employer assignment, the assignors are typically the inventors.

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