Intelligent firewall policy processor
An example network system includes processing circuitry and one or more memories coupled to the processing circuitry. The one or more memories are configured to store instructions which cause the system to obtain telemetry data, the telemetry data being associated with a plurality of applications running on a plurality of hosts. The instructions cause the system to, based on the telemetry data, determine a subset of applications of the plurality of applications that run on a first host of the plurality of hosts. The instructions cause the system to determine a subset of firewall policies of a plurality of firewall polices, each of the subset of firewall policies applying to at least one respective application of the subset of applications. The instructions cause the system to generate an indication of the subset of firewall policies and send the indication to a management plane of a distributed firewall.
1. A network system comprising:
processing circuitry;
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, the telemetry data being associated with a plurality of applications running on a plurality of hosts;
based on the telemetry data, determine which applications of the plurality of applications run on a first host of the plurality of hosts, the determined applications comprising a subset of applications of the plurality of applications;
determine which firewall policies of a plurality of firewall polices apply to the subset of applications, the determined firewall policies comprising a subset of firewall policies of the plurality of firewall policies, each of the subset of firewall policies applying to at least one respective application of the subset of applications;
generate an indication identifying the subset of firewall policies; and
send the indication to a management plane of a distributed firewall.
2. The network system of claim 1 , wherein the processing circuitry is configured to execute a machine learning model to determine at least one of which applications run on the first host or which firewall policies apply to the determined applications.
3. The network system of claim 2 , wherein the machine learning model is an unsupervised machine learning model.
4. The network system of claim 1 , wherein the first host comprises a network interface card (NIC), the NIC comprising NIC processing circuitry.
5. The network system of claim 1 , wherein an instance of a control plane and a data plane of the distributed firewall runs on the first host.
6. The network system of claim 1 , wherein the instructions further cause the network system to:
receive, by the management plane, the indication;
prune, by the management plane, a firewall policy set corresponding to the plurality of firewall policies based on the indication, to generate a pruned firewall policy set, the pruned firewall policy set corresponding to the subset of firewall policies; and
send, by the management plane and to a control plane of an instance of the distributed firewall executing on the first host, the pruned firewall policy set.
7. The network system of claim 6 , wherein the instructions further cause the network system to apply only the pruned firewall policy set to a first packet of a new flow.
8. The network system of claim 7 , wherein as part of applying only the pruned firewall policy set to the first packet of the new flow, the instructions cause the network system to apply each policy of the pruned firewall policy set to the first packet of the new flow and refrain from applying any policy of the firewall policy set that is not a part of the pruned firewall policy set.
9. A method comprising:
obtaining telemetry data, the telemetry data being associated with a plurality of applications running on a plurality of hosts;
based on the telemetry data, determining which applications of the plurality of applications run on a first host of the plurality of hosts, the determined applications comprising a subset of applications of the plurality of applications;
determining which firewall policies of a plurality of firewall polices apply to the subset of applications, the determined firewall policies comprising a subset of firewall policies of the plurality of firewall policies, each of the subset of firewall policies applying to at least one respective application of the subset of applications;
generating an indication identifying the subset of firewall policies; and
sending the indication to a management plane of a distributed firewall.
10. The method of claim 9 , further comprising executing a machine learning model to determine at least one of which applications run on the first host or which firewall policies apply to the determined applications.
11. The method of claim 10 , wherein the machine learning model is an unsupervised machine learning model.
12. The method of claim 9 , wherein the first host comprises a network interface card (NIC), the NIC comprising NIC processing circuitry.
13. The method of claim 9 , wherein an instance of a control plane and a data plane of the distributed firewall runs on the first host.
14. The method of claim 9 , further comprising:
receiving, by the management plane, the indication;
pruning, by the management plane, a firewall policy set corresponding to the plurality of firewall policies based on the indication, to generate a pruned firewall policy set, the pruned firewall policy set corresponding to the subset of firewall policies; and
sending, by the management plane and to a control plane of an instance of the distributed firewall executing on the first host, the pruned firewall policy set.
15. The method of claim 14 , further comprising applying only the pruned firewall policy set to a first packet of a new flow.
16. The method of claim 15 , wherein applying only the pruned firewall policy set to the first packet of the new flow comprises applying each policy of the pruned firewall policy set to the first packet of the new flow and refraining from applying any policy of the firewall policy set that is not a part of the pruned firewall policy set.
17. Non-transitory computer-readable storage media storing instructions, which, when executed, cause processing circuitry to:
obtain telemetry data, the telemetry data being associated with a plurality of applications running on a plurality of hosts;
based on the telemetry data, determine which applications of the plurality of applications run on a first host of the plurality of hosts, the determined applications comprising a subset of applications of the plurality of applications;
determine which firewall policies of a plurality of firewall polices apply to the subset of applications, the determined firewall policies comprising a subset of firewall policies of the plurality of firewall policies, each of the subset of firewall policies applying to at least one respective application of the subset of applications;
generate an indication identifying the subset of firewall policies; and
send the indication to a management plane of a distributed firewall.
18. The non-transitory computer-readable storage media of claim 17 , the instructions cause the processing circuitry to execute a machine learning model to determine at least one of which applications run on the first host or which firewall policies apply to the determined applications.
19. The non-transitory computer-readable storage media of claim 18 , wherein the machine learning model is an unsupervised machine learning model.
20. The non-transitory computer-readable storage media of claim 17 , wherein the first host comprises a network interface card (NIC), the NIC comprising NIC processing circuitry.