公开(公告)号：US20200183482A1

公开(公告)日：2020-06-11

申请号：US16370572

申请日：2019-03-29

Applicant: Intel Corporation

Inventor： Julien Sebot ,  Rangeen Basu Roy Chowdhury ,  Rustam Miftakhutdinov ,  Stephen J. Tarsa ,  Gautham N. Chinya ,  Eric Donkoh

IPC: G06F1/3234 ,  G06F1/3296 ,  G06F1/324 ,  G06F1/3228 ,  G06F9/50 ,  G06N5/04 ,  G06N20/00

Abstract: A system on a chip is described that comprises a processor and a set of memory components that store instructions, which when executed by the processor cause the system on a chip to: generate, by a set of data collectors of a telemetry subsystem, a set of streams of telemetry metadata describing operation of the processor, forward one or more streams of telemetry metadata from the set of streams of telemetry metadata to a set of machine learning-driven adaptation decision models, receive, from the set of machine learning-driven adaptation decision models, a set of configuration parameters for controlling operation of the processor based on the one or more streams of telemetry metadata, and modify operation of the processor based on the set of configuration parameters.

公开(公告)号：US11048318B2

公开(公告)日：2021-06-29

申请号：US16370572

申请日：2019-03-29

Applicant: Intel Corporation

Inventor： Julien Sebot ,  Rangeen Basu Roy Chowdhury ,  Rustam Miftakhutdinov ,  Stephen J. Tarsa ,  Gautham N. Chinya ,  Eric Donkoh

IPC: G06F1/26 ,  G06F1/32 ,  G06F1/3234 ,  G06F1/3296 ,  G06F1/324 ,  G06N20/00 ,  G06F9/50 ,  G06N5/04 ,  G06F1/3228

Abstract: A system on a chip is described that comprises a processor and a set of memory components that store instructions, which when executed by the processor cause the system on a chip to: generate, by a set of data collectors of a telemetry subsystem, a set of streams of telemetry metadata describing operation of the processor, forward one or more streams of telemetry metadata from the set of streams of telemetry metadata to a set of machine learning-driven adaptation decision models, receive, from the set of machine learning-driven adaptation decision models, a set of configuration parameters for controlling operation of the processor based on the one or more streams of telemetry metadata, and modify operation of the processor based on the set of configuration parameters.