公开(公告)号：US12250155B2

公开(公告)日：2025-03-11

申请号：US18160977

申请日：2023-01-27

Applicant: QUALCOMM Incorporated

Inventor： Gaurang Naik ,  Sai Yiu Duncan Ho ,  George Cherian ,  Yanjun Sun ,  Abhishek Pramod Patil ,  Alfred Asterjadhi ,  Abdel Karim Ajami ,  Xiaolong Huang ,  Qiang Fan ,  Srinivas Katar ,  Nitin Ravinder ,  Venkata Savitri Pravallika Tallapragada ,  Varshini Rajesh ,  Raamkumar Balamurthi

IPC: H04L47/2441 ,  H04L43/08 ,  H04L43/16 ,  H04L47/10 ,  H04W28/08

Abstract: Methods, systems, and devices for wireless communications are described. A first device may receive signaling associated with a traffic class from a second device. The first device may determine that the traffic class is included in a set of known traffic classes based on a set of features associated with the signaling. In response to determining that the traffic class is included in the set of known traffic classes, the first device may use a machine learning model to obtain a prediction of an application associated with the signaling. The prediction may be based on the set of features. The machine learning model may be trained at the first device or the second device. The first device may receive information associated with the machine learning model from the second device.

公开(公告)号：US20240154911A1

公开(公告)日：2024-05-09

申请号：US18053285

申请日：2022-11-07

Applicant: QUALCOMM Incorporated

Inventor： Gaurang Naik ,  Sai Yiu Duncan Ho ,  George Cherian ,  Yanjun Sun ,  Abhishek Pramod Patil ,  Alfred Asterjadhi ,  Abdel Karim Ajami ,  Xiaolong Huang ,  Qiang Fan ,  Srinivas Katar ,  Nitin Ravinder ,  Venkata Savitri Pravallika Tallapragada ,  Varshini Rajesh ,  Raamkumar Balamurthi

IPC: H04L47/2441 ,  H04W28/08

CPC classification number: H04L47/2441 ,  H04W28/0908

Abstract: Methods, systems, and devices for wireless communications are described. A first device may receive signaling associated with a traffic class from a second device. The first device may determine that the traffic class is included in a set of known traffic classes based on a set of features associated with the signaling. In response to determining that the traffic class is included in the set of known traffic classes, the first device may use a machine learning model to obtain a prediction of an application associated with the signaling. The prediction may be based on the set of features. The machine learning model may be trained at the first device or the second device. The first device may receive information associated with the machine learning model from the second device.

公开(公告)号：US20240154912A1

公开(公告)日：2024-05-09

申请号：US18160977

申请日：2023-01-27

Applicant: QUALCOMM Incorporated

Inventor： Gaurang Naik ,  Sai Yiu Duncan Ho ,  George Cherian ,  Yanjun Sun ,  Abhishek Pramod Patil ,  Alfred Asterjadhi ,  Abdel Karim Ajami ,  Xiaolong Huang ,  Qiang Fan ,  Srinivas Katar ,  Nitin Ravinder ,  Venkata Savitri Pravallika Tallapragada ,  Varshini Rajesh ,  Raamkumar Balamurthi

IPC: H04L47/2441 ,  H04L43/08 ,  H04L43/16 ,  H04L47/10 ,  H04W28/08

CPC classification number: H04L47/2441 ,  H04L43/08 ,  H04L43/16 ,  H04L47/29 ,  H04W28/0908

Abstract: Methods, systems, and devices for wireless communications are described. A first device may receive signaling associated with a traffic class from a second device. The first device may determine that the traffic class is included in a set of known traffic classes based on a set of features associated with the signaling. In response to determining that the traffic class is included in the set of known traffic classes, the first device may use a machine learning model to obtain a prediction of an application associated with the signaling. The prediction may be based on the set of features. The machine learning model may be trained at the first device or the second device. The first device may receive information associated with the machine learning model from the second device.