Patent №
US 11,620,167
Granted
2023-04-04
Filed 2020
Owner
DELL PRODUCTS L. P.
Lab
—
AI components
4
ml · nlp · speech · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16864181
Methods and systems are disclosed for allocating tasks between apparatus in an IoT system in a manner to generally minimize the total amount of time to execute the tasks. At least one embodiment includes a computer-implemented method for allocating task processing between an internet of things (IoT) device and an edge device. The computer-implemented method includes collecting data from one or more sensors to execute a task having data size Xt; predicting a space complexity data size Xc for the task based on data size Xt, and allocating data for processing between the IoT device and edge device as a function of Xc. In at least one embodiment, the space complexity data size Xc is determined by applying Xt to the input of a long short-term memory neural network.
AI classification
Ownership
DELL PRODUCTS L. P.
assignment · 525440928
Assignors
GUPTA, SHUBHAM, BASU, RANGAN, SHARMA, ROHAN
On an employer assignment, the assignors are typically the inventors.