Realization of reinforcement learning on device for improving ml model to detect traffic patterns
AssigneeQUALCOMM Incorporated
InventorsJuan ZHANG, Ajith Tom PAYYAPPILLY, Sitaramanjaneyulu KANAMARLAPUDI
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Abstract
A method for wireless communication at a user equipment (UE) and related apparatus are provided. In the method, the UE receives a data flow associated with an application, and identifies a first classification for the data flow based on a classification criterion. The UE further updates the classification criterion based on the comparison result of the first classification and a second classification of the data flow provided by the UE, and processes additional traffic based on the updated classification criterion.
Claims20
An apparatus for wireless communication at a user equipment (UE), comprising:
- at least one memory;
- and
- at least one processor coupled to the at least one memory and, based at least in part on information stored in the at least one memory, the at least one processor is configured to:
- receive a data flow associated with an application;
- identify, at the UE, based on a classification criterion, a first classification for the data flow;
- update the classification criterion based on a comparison result of the first classification and a second classification of the data flow provided by the UE;
- and
- process additional traffic based on the updated classification criterion.
A method of wireless communication at a user equipment (UE), comprising:
- receiving a data flow associated with an application;
- identifying, at the UE, based on a classification criterion, a first classification for the data flow;
- updating the classification criterion based on a comparison result of the first classification and a second classification of the data flow provided by the UE;
- and
- processing additional traffic based on the updated classification criterion.
An apparatus for wireless communication at a network entity, comprising:
- at least one memory;
- and
- at least one processor coupled to the at least one memory and, based at least in part on information stored in the at least one memory, the at least one processor is configured to:
- transmit, to a user equipment (UE), a data flow associated with an application;
- and
- communicate additional traffic based on an update on a classification criterion for the data flow, wherein the update on the classification criterion is based on a comparison result of a first classification and a second classification of the data flow provided by the UE.
Dependencies are inferred from the claim text.