Granted Patent B2

US 12,238,069 · App. 18/472,111 · Granted Feb 25, 2025

Inventors: Raja Kommula (Cupertino, CA); Rahul Gupta (Kanpur, IN); Ganesh Byagoti Matad Sunkada (Bengaluru, IN); Tarun Banka (Milpitas, CA); Thayumanavan Sridhar (Sunnyvale, CA); Raj Yavatkar (Los Gatos, CA)

Assignee: Juniper Networks, Inc.

H04L63/0263G06N5/022G06N20/20H04L41/14H04L41/16H04L41/5009H04L43/0811H04L43/0888H04L63/0236H04L63/0245H04L63/1416

Abstract

Claims (41)

1. A network system comprising:

processing circuitry; and

one or more memories coupled to the processing circuitry and configured to store instructions which, when executed by the processing circuitry, cause the network system to:

obtain telemetry data;

determine, based on the telemetry data, that an application running on server processing circuitry does not meet at least one service level agreement (SLA) requirement, the server processing circuitry not including processing circuitry resident on a network interface card (NIC);

based on the application not meeting the at least one SLA requirement, determine to offload at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC;

obtain further telemetry data;

determine, based on the determination to offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC and based on an analysis of the further telemetry data, that the application meets the at least one SLA requirement;

determine that a property of the application relating to the at least one SLA requirement meets a threshold; and

based on the property of the application meeting the threshold, determine to move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry.

2. The network system of claim 1 , wherein the at least one SLA requirement comprises at least one of a number of active connections, a network throughput, or a packet latency.

3. The network system of claim 1 , wherein the at least one component comprises a cryptographic function.

4. The network system of claim 1 , wherein the instructions further cause the network system to send a first notification indicative of the determination to offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC to at least one of the server or a controller.

5. The network system of claim 4 , wherein the instructions further cause the network system to, responsive to the first notification, offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC.

6. The network system of claim 1 , wherein the instructions further cause the network system to execute a machine learning model to determine the threshold.

7. The network system of claim 1 , wherein the property of the application comprises a number of drops in a predetermined period of time or a ratio of drops to active connections or sessions during a predetermined period of time.

8. The network system of claim 1 , wherein the instructions further cause the network system to send a second notification indicative of the determination to move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry to at least one of the server or a controller.

9. The network system of claim 8 , wherein the instructions further cause the network system to, responsive to the second notification, move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry.

10. A method comprising:

obtaining telemetry data;

determining, based the telemetry data, that an application running on server processing circuitry does not meet at least one service level agreement (SLA) requirement, the server processing circuitry not including processing circuitry resident on a network interface card (NIC);

based on the application not meeting the at least one SLA requirement, determining to offload at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC;

obtain further telemetry data;

determining, based on the determination to offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC and based on an analysis of the further telemetry data, that the application meets the at least one SLA requirement;

determining that a property of the application relating to the at least one SLA requirement meets a threshold; and

based on the property of the application meeting the threshold, determining to move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry.

11. The method of claim 10 , wherein the at least one SLA requirement comprises at least one of a number of active connections, a network throughput, or a packet latency.

12. The method of claim 10 , wherein the at least one component comprises a cryptographic function.

13. The method of claim 10 , further comprising sending a first notification indicative of the determination to offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC to at least one of the server or a controller.

14. The method of claim 13 , further comprising, responsive to the first notification, offloading the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC.

15. The method of claim 10 , further comprising executing a machine learning model to determine the threshold.

16. The method of claim 10 , further comprising sending a second notification indicative of the determination to move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry to at least one of the server or a controller.

17. The method of claim 16 , further comprising, responsive to the second notification, moving the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry.

18. Non-transitory computer-readable storage media storing instructions, which, when executed, cause processing circuitry to:

obtain telemetry data;

determine, based on the telemetry data, that an application running on server processing circuitry does not meet at least one service level agreement (SLA) requirement, the server processing circuitry not including processing circuitry resident on a network interface card (NIC);

based on the application not meeting the at least one SLA requirement, determine to offload at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC;

obtain further telemetry data;

determine, based on the determination to offload the at least one component of the application from the server processing circuitry to the processing circuitry resident on the NIC and based on an analysis of the further telemetry data, that the application meets the at least one SLA requirement;

determine that a property of the application relating to the at least one SLA requirement meets a threshold; and

based on the property of the application meeting the threshold, determine to move the at least one component of the application from the processing circuitry resident on the NIC to the server processing circuitry.

Assignments (2)

Priority Claims (1)

Continuity (1)

References Cited (108)