公开(公告)号：US20230047295A1

公开(公告)日：2023-02-16

申请号：US17973321

申请日：2022-10-25

Applicant: Intel Corporation

Inventor： Javier Martinez ,  Madhura Chaterjee ,  Michael Rosenzweig

IPC: G06F9/50 ,  G06F11/34

Abstract: Embodiments described herein are generally directed to improving predictions regarding workload performance to facilitate dynamic auto device selection. In an example, based on telemetry samples collected from a computer system in real-time and indicative of a state of the computer system, one or more workload performance prediction models are built or updated for a heterogeneous set of computer resources of the computer system with reference to one or more optimization goals. At a time of execution of a workload, a particular computer resource of the heterogeneous set of computer resources on which to dispatch the workload is dynamically determined by: (i) generating multiple predicted performance scores each corresponding to one of the computer resources based on the state of the computer system and the one or more workload performance prediction models; and (ii) selecting the particular computer resource based on the predicted performance scores.

公开(公告)号：US20220334888A1

公开(公告)日：2022-10-20

申请号：US17855314

申请日：2022-06-30

Applicant: Intel Corporation

Inventor： Madhura Chatterjee ,  Kristoffer Fleming ,  Satyanantha Musunuri ,  Stanley Baran ,  Sangeeta Manepalli ,  Javier Martinez

IPC: G06F9/52 ,  G06F1/324

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to synchronized threads. Example apparatus disclosed herein identify a first trigger frequency associated with a first application thread, the first trigger frequency corresponding to first times of first requests associated with the first application thread. Disclosed example apparatus also identify a second trigger frequency associated with a second application thread, the second trigger frequency corresponding to second times of second requests associated with the second application thread, the second trigger frequency different from the first trigger frequency. Disclosed example apparatus further determine a third trigger frequency based on the first and second trigger frequencies, and adjust at least one of the first requests or the second requests to the third trigger frequency.

公开(公告)号：US20230136365A1

公开(公告)日：2023-05-04

申请号：US18148698

申请日：2022-12-30

Applicant: Intel Corporation

Inventor： Monica Gupta ,  Mousumi Hazra ,  Javier Martinez ,  Stephen H. Gunther ,  Manuj Sabharwal ,  Michael Voss ,  Derrick Jones ,  Saurabh Tangri ,  Duncan Glendinning

IPC: G06F9/30 ,  G06F9/50

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to allocate accelerator usage. An apparatus to allocate accelerator usage comprises: at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to: store data identifying at least one processing unit in communication with a processing circuitry and at least one class; predict an execution of the at least one processing unit workload based on at least one capability; and schedule which processing unit the workload to run on based on at least one of (i) processor circuitry or (ii) user priority parameters.