公开(公告)号：US11916755B2

公开(公告)日：2024-02-27

申请号：US17703296

申请日：2022-03-24

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jyotirmoy Karjee ,  Kartik Anand ,  Vanamala Narasimha Bhargav ,  Praveen Naik S ,  Ramesh Babu Venkat Dabbiru ,  Srinidhi N ,  Anshuman Nigam ,  Rishabh Raj Jha

IPC: G06F15/16 ,  H04L41/16 ,  H04L43/0888 ,  H04L67/10

CPC classification number: H04L41/16 ,  H04L43/0888 ,  H04L67/10

Abstract: A method and device for execution of deep neural network (DNN) in an internet of things (IoT) edge network are provided. In an embodiment, at least one edge device within communication range of an IoT device are selected. Further, a network for connecting the IoT device with the at least one selected edge device is identified. A split ratio is determined based on an inference time of the DNN and a transmission time required for transmitting output of each layer of DNN from the IoT device to the selected at least one edge device. Finally, a plurality of layers of the DNN are split into a first part and a second part based on the split ratio, and the second part is transmitted to the selected at least one edge device through the identified network. The first part is executed on the IoT device, and the second part is executed on the selected at least one edge device.

公开(公告)号：US11777866B2

公开(公告)日：2023-10-03

申请号：US17410331

申请日：2021-08-24

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jyotirmoy Karjee ,  Ashok Kumar Reddy Chavva ,  Shubhneet Khatter ,  Raja Moses Manoj Kumar Eda ,  Venkatesh M ,  Diprotiv Sarkar ,  Hema Lakshman Chowdary Tammineedi

IPC: H04L47/62 ,  H04L47/22 ,  H04L47/24

CPC classification number: H04L47/6215 ,  H04L47/225 ,  H04L47/24

Abstract: A method of distributing throughput intelligently amongst a plurality of applications residing at a User Equipment (UE) is provided. The method includes receiving, at the UE, recommended bit rate (RBR) information from a network node, the RBR information indicating a throughput value allocated to the UE, allocating a codec rate from the allocated throughput value to at least one voice over internet protocol (VoIP) application from the plurality of applications, and allocating, from remaining throughput value of the allocated throughput value, a bit rate to each of a plurality of non-VoIP applications from the plurality of applications, based on corresponding throughput requirement associated with the plurality of non-VoIP applications.