Emulating packet flows to assess network links for SD-WAN
Some embodiments provide a novel method for assessing the suitability of network links for connecting compute nodes located at different geographic sites. The method of some embodiments identifies and analyzes sample packets from a set of flows exchanged between first and second compute sites that are connected through a first network link in order to identify attributes of the sampled packets. The method also computes attributes of predicted packets between the identified samples in order to identify attributes of each flow in the set of flows. The method then uses the identified and computed attributes of each flow in the set of flows to emulate the set of flows passing between the two compute sites through the second network link in order to assess whether a second network link should be used for future flows (e.g., future flows exchanged between the first and second compute sites).
1. A method of assessing changes to network links used to connect different compute sites, the method comprising:
identifying packets of a subset of flows exchanged between first and second compute sites connected through a first network link;
identifying, for each identified packet, at least one packet-traversal attribute that relates to the packet's traversal from the first site to the second site through the first network link;
adjusting the identified packet-traversal attributes of the identified packets in order to make the identified packet-traversal attributes independent of a set of conditions associated with the first network link;
using the adjusted packet-traversal attributes of the packets to perform an emulation of the subset of flows being exchanged between the two compute sites through a second network link in order to assess whether the second network link could be used for future flows without a performance degradation that is more than a threshold amount, wherein the second network link is less expensive and has lower performance than the first network link.
2. The method of claim 1 , wherein the future flows comprise future flows exchanged between the first and second compute sites.
3. The method of claim 1 , wherein
the identified packet-traversal attributes comprise packet delay attributes, and
adjusting the identified packet-traversal attributes comprises normalizing the identified packet-traversal delays by removing delays associated with traversal of packets between the first and second compute sites through the first network link, said normalizing producing normalized delays representing communication delays between processes that exchange the flows in the subset of flows and that execute on devices at the first and second sites.
4. The method of claim 3 , wherein the removed delays are predicted delays associated with traversal of packets between the first and second compute sites through the first network link.
5. The method of claim 3 , wherein the normalizing is performed to render the assessment regarding the use of the second network link independent of operating conditions of the first network link.
6. The method of claim 3 , wherein normalizing comprises:
identifying sets of request flows and response flows between the first and second compute sites;
computing the delay between each request flow and the response flow associated with the request flow;
removing from the computed delay the delay associated with traversal of packets between the first and second sites through the first network link.
7. The method of claim 1 , wherein using the adjusted packet-traversal attributes comprises:
monitoring a set of operating conditions associated with the second network link; and
using the monitored set of operating conditions to perform the emulation.
8. The method of claim 1 , wherein using the adjusted packet-traversal attributes comprises:
generating predicted-traversal attributes for the subset of flows if the subset of flows had been exchanged through the second network link; and
comparing the generated predicted attributes for the packet flows through the second network link with the identified packet-traversal attributes associated with packet flows through the first network link to compare a quality of the second network link to a quality of the first network link.
9. The method of claim 1 , wherein the assessment is performed to determine whether the second network link should be used for a subset of future flows between the first and second sites.
10. A non-transitory machine readable medium storing a program for assessing changes to network links used to connect different compute sites, the program for execution by at least one processing unit of a computer, the program comprising sets of instructions for:
identifying packets of a subset of flows exchanged between first and second compute sites connected through a first network link;
identifying, for each identified packet, at least one packet-traversal attribute that relates to the packet's traversal from the first site to the second site through the first network link;
adjusting the identified packet-traversal attributes of the identified packets in order to make the identified packet-traversal attributes independent of a set of conditions associated with the first network link;
using the adjusted packet-traversal attributes of the packets to perform an emulation of the subset of flows being exchanged between the two compute sites through a second network link in order to assess whether the second network link could be used for future flows, wherein the second network link is less expensive and has lower performance than the first network link.
11. The non-transitory machine readable medium of claim 10 , wherein the future flows comprise future flows exchanged between the first and second compute sites.
12. The non-transitory machine readable medium of claim 10 , wherein the identified packet-traversal attributes comprise packet delay attributes, and the set of instructions for adjusting the identified packet-traversal attributes comprises a set of instructions for normalizing the identified packet-traversal delays by removing delays associated with traversal of packets between the first and second compute sites through the first network link, said normalizing producing normalized delays representing communication delays between processes that exchange the flows in the subset of flows and that execute on devices at the first and second sites.
13. The non-transitory machine readable medium of claim 12 , wherein the removed delays are predicted delays associated with traversal of packets between the first and second compute sites through the first network link.
14. The non-transitory machine readable medium of claim 12 , wherein the set of instructions for the normalizing is performed to render the assessment regarding the use of the second network link independent of operating conditions of the first network link.
15. The non-transitory machine readable medium of claim 12 , wherein the set of instructions for normalizing comprises the sets of instructions for:
identifying sets of request flows and response flows between the first and second compute sites;
computing the delay between each request flow and the response flow associated with the request flow; and
removing from the computed delay the delay associated with traversal of packets between the first and second sites through the first network link.
16. The non-transitory machine readable medium of claim 10 , wherein the set of instructions for using the adjusted packet-traversal attributes comprises sets of instructions for:
monitoring a set of operating conditions associated with the second network link; and
using the monitored set of operating conditions to perform the emulation.
17. The non-transitory machine readable medium of claim 10 , wherein the set of instructions for using the adjusted packet-traversal attributes comprises sets of instructions for:
generating predicted-traversal attributes for the subset of flows if the subset of flows had been exchanged through the second network link; and
comparing the generated predicted attributes for the packet flows through the second network link with the identified packet-traversal attributes associated with packet flows through the first network link to compare a quality of the second network link to a quality of the first network link.
18. The non-transitory machine readable medium of claim 10 , wherein the identified packets are packets captured by a packet mirror.
19. The non-transitory machine readable medium of claim 18 , wherein the identified packets are packets having a particular type of payload.