Invention Grant
- Patent Title: Hardware resource configuration for processing system
-
Application No.: US16943117Application Date: 2020-07-30
-
Publication No.: US11966785B2Publication Date: 2024-04-23
- Inventor: Dam Sunwoo , Supreet Jeloka , Saurabh Pijuskumar Sinha , Jaekyu Lee , Jose Alberto Joao , Krishnendra Nathella
- Applicant: Arm Limited
- Applicant Address: GB Cambridge
- Assignee: Arm Limited
- Current Assignee: Arm Limited
- Current Assignee Address: GB Cambridge
- Agency: NIXON & VANDERHYE P.C.
- Main IPC: G06F9/46
- IPC: G06F9/46 ; G06F9/50 ; G06N5/04 ; G06N20/00
![Hardware resource configuration for processing system](/abs-image/US/2024/04/23/US11966785B2/abs.jpg.150x150.jpg)
Abstract:
A method for controlling hardware resource configuration for a processing system comprises obtaining performance monitoring data indicative of processing performance associated with workloads to be executed on the processing system, providing a trained machine learning model with input data depending on the performance monitoring data; and based on an inference made from the input data by the trained machine learning model, setting control information for configuring the processing system to control an amount of hardware resource allocated for use by at least one processor core. A corresponding method of training the model is provided. This is particularly useful for controlling inter-core borrowing of resource between processor cores in a multi-core processing system, where resource is borrowed between respective cores, e.g. cores on different layers of a 3D integrated circuit.
Public/Granted literature
- US20220035679A1 HARDWARE RESOURCE CONFIGURATION FOR PROCESSING SYSTEM Public/Granted day:2022-02-03
Information query