Methods and apparatus to schedule workloads based on secure edge to device telemetry

Patent metadata

Field	Value
Publication number	US-12068928-B2
Application number	US-202017033557-A
Country	US
Kind code	B2
Filing date	Sep 25, 2020
Priority date	Sep 25, 2020
Publication date	Aug 20, 2024
Grant date	Aug 20, 2024

Abstract

Methods, apparatus, systems and articles of manufacture are disclosed to schedule workloads based on secure edge to device telemetry by calculating a difference between a first telemetric data received from a first hardware device and an operating parameter and computing an adjustment for a second hardware device based on the difference between the first telemetric data and the operating parameter.

First claim

What is claimed is:

1. An edge node, comprising:
a telemetry controller to;
determine, based on a first telemetric data received from a first hardware device and a first operating parameter, whether the first hardware device has capacity to execute a workload in accordance with the first operating parameter; and
determine a second operating parameter based on the capacity of the first hardware device to execute the workload; and

a scheduler to compute an adjustment for a second hardware device based on the first telemetric data and the second operating parameter.

2. The edge node of claim 1 , wherein the second operating parameter is a proposed new operating parameter.

3. The edge node of claim 1 , wherein the first hardware device is a base station.

4. The edge node of claim 1 , wherein the first telemetric data includes at least one of a latency metric, a utilization metric, a memory bandwidth metric, a throughput metric, and a power expenditure metric.

5. The edge node of claim 1 , wherein the first operating parameter includes at least one of a latency parameter, a utilization parameter, a memory bandwidth parameter, a throughput parameter, and a power expenditure parameter.

6. The edge node of claim 1 , wherein the first operating parameter is set forth in a service level agreement.

7. The edge node of claim 1 , including a security manager to verify a source of the first telemetric data.

8. The edge node of claim 7 , wherein the security manager includes an attester to detect a rogue attestation.

9. The edge node of claim 1 , wherein the scheduler computes an adjustment for a third hardware device based on the first telemetric data and the first operating parameter.

10. The edge node of claim 9 , wherein the adjustment for the second hardware device is about equal to the adjustment of the third hardware device.

11. A non-transitory computer readable medium comprising computer readable instructions that, when executed, cause at least one processor to at least:
determine, based on a first telemetric data received from a first hardware device and a first operating parameter, whether the first hardware device has capacity to execute a workload in accordance with the first operating parameter;
determine a second operating parameter based on the capacity of the first hardware device to execute the workload; and
compute an adjustment for a second hardware device based on the first telemetric data and the second operating parameter.

12. The non-transitory computer readable medium of claim 11 , wherein the second operating parameter is a proposed new operating parameter.

13. The non-transitory computer readable medium of claim 11 , wherein the computer readable instructions are further to cause the at least one processor to at least verify a source of the first telemetric data.

14. The non-transitory computer readable medium of claim 11 , wherein the computer readable instructions are further to cause the at least one processor to at least detect a rogue attestation.

15. The non-transitory computer readable medium of claim 11 , wherein the computer readable instructions are further to cause the at least one processor to at least compute an adjustment for a third hardware device based on the first telemetric data and the first operating parameter.

16. An edge node, comprising:
means for determining to:
determine, based on a first telemetric data and a first operating parameter, whether a first hardware device has capacity to execute a workload in accordance with the first operating parameter; and
determine a second operating parameter based on the capacity of the first hardware device to execute the workload; and

means for computing an adjustment for a second hardware device based on the first telemetric data and the second operating parameter.

17. The edge node of claim 16 , wherein the second operating parameter is a proposed new operating parameter.

18. The edge node of claim 16 , including a means for verifying a source of the first telemetric data.

19. The edge node of claim 16 , including means for detecting a rogue attestation.

20. The edge node of claim 16 , wherein the means for computing is to compute an adjustment for a third hardware device based on the first telemetric data and the first operating parameter.

21. A method, comprising:
determining, based on a first telemetric data received from a first hardware device and a first operating parameter, whether the first hardware device has capacity to execute a workload in accordance with the first operating parameter;
determining a second operating parameter based on the capacity of the first hardware device to execute the workload; and
computing an adjustment for a second hardware device based on the first telemetric data and the second operating parameter.

22. The method of claim 21 , wherein the second operating parameter is a proposed new operating parameter.

23. The method of claim 21 , including verifying a source of the first telemetric data.

24. The method of claim 21 , including detecting a rogue attestation.

25. The method of claim 21 , including computing an adjustment for a third hardware device based on the first telemetric data and the first operating parameter.

Assignees

• Intel Corp

Inventors

• Sood Kapil
• Verrall Timothy
• Smith Ned M
• Viswanathan Tarun
• Doshi Kshitij
• Bernat Francesc Guim
• Browne John J
• Bartfai-Walcott Katalin
• Tahhan Maryam
• Walsh Eoin
• Power Damien

Classifications

• H04L63/123

  received data contents, e.g. message integrity · CPC title

• H04L43/0888

  Throughput · CPC title

• H04L63/126

  the source of the received data · CPC title

• H04L41/5019 Primary

  Ensuring fulfilment of SLA · CPC title

• Y02D10/00

  Energy efficient computing, e.g. low power processors, power management or thermal management · CPC title