公开(公告)号：US20220383116A1

公开(公告)日：2022-12-01

申请号：US17824075

申请日：2022-05-25

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jyotirmoy KARJEE ,  Praveen Naik S ,  Vanamala Narasimha BHARGAV ,  Kartik ANAND ,  Srinidhi N ,  Ramesh Babu Venkat DABBIRU ,  Anshuman NIGAM

IPC: G06N3/08 ,  H04L67/12 ,  H04L41/0681 ,  G06F9/48

Abstract: A method and system of task management in an internet of things (IoT)-edge network may be provided. The method may include assigning at least one deep neural network (DNN) task from an IoT device to a first edge device; determining whether the first edge device satisfies one of a first predetermined criteria and a second predetermined criteria during execution of the at least one DNN task; triggering an alarm to the IoT device based on the determination; identifying a second edge device subsequent to the triggering of the alarm; determining whether to transfer the at least one DNN task to the second edge device or to execute the at least one DNN task on the first edge device, based on determining that the first device satisfies the second predetermined criteria; and transferring the at least one DNN task to the second edge device, based on determining that the first device satisfies the first predetermined criteria.

公开(公告)号：US20220311678A1

公开(公告)日：2022-09-29

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

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：US20220116439A1

公开(公告)日：2022-04-14

申请号：US17523563

申请日：2021-11-10

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Vijay SANGAMESHWARA ,  Srinidhi N ,  Raghavendra Vaddarahalli RAME GOWDA ,  Siva Prasad GUNDUR

IPC: H04L65/613 ,  H04L65/65

Abstract: A method for sharing sensor information in a mission critical services (MCX) call is disclosed. The method includes: receiving, by a first user equipment (UE), a sensor message in the MCX call. The method includes obtaining, by the first UE, the sensor information associated with a second UE from the sensor message.