System and method of flow shaping to reduce impact of incast communications
View Patent ↗A system and method includes a network device comprising a control unit, a first port coupled to the control unit and configured to couple the network device to a first device using a first network link. The control unit is configured to receive a data packet from the first device on the first port, inspect the data packet for an indicator of an incast communication pattern, and implement a data flow shaper on a network when the indicator is present in the data packet.
1. A network device, comprising:
a control unit;
a first port coupled to the control unit and configured to couple the network device to a first device using a first network link;
the control unit configured to:
receive one or more first data packets from the first device on the first port;
inspect the one or more first data packets for an indicator of an incast communication pattern; and
in response to detecting the indicator, determine a maximum throughput at which a first switch may transfer data and send one or more flow shaping instructions to a second switch of a plurality of switches, the one or more flow shaping instructions causing the second switch to reduce a transmission speed of one or more second data packets being forwarded by the second switch toward the first switch based on the maximum throughput.
2. The network device of claim 1 , wherein the control unit is configured to inspect the one or more first data packets for the indicator of the incast communication pattern by searching for a port number in the one or more first data packets by conducting deep packet inspection on the one or more first data packets.
3. The network device of claim 1 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to a fraction of the maximum throughput.
4. The network device of claim 1 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of spine switches forwarding network traffic associated with the incast communication pattern.
5. The network device of claim 1 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of leaf switches forwarding network traffic associated with the incast communication pattern.
6. A network device, comprising:
a control unit;
a port coupled to the control unit and configured to couple the network device to a first device using a network link;
a non-transitory computer readable medium with instructions that, when executed by the control unit, causes the control unit to:
receive a first data packet from the first device on the port;
inspect the first data packet for an indicator of an incast communication pattern; and
in response to detecting the indicator, determine a maximum throughput at which a first switch may transfer data and send one or more flow shaping instructions to a second switch of a plurality of switches, the one or more flow shaping instructions causing the second switch to reduce a transmission speed of one or more second data packets being forwarded by the second switch toward the first switch based on the maximum throughput.
7. The network device of claim 6 , wherein the one or more flow shaping instructions further cause the second switch to buffer data for a data transfer related to transmission of one or more of the one or more second data packets.
8. The network device of claim 6 , wherein the control unit is further configured to divert data traffic to a third switch of the plurality of switches when a buffer of the second switch reaches a configurable capacity.
9. The network device of claim 6 , wherein the one or more flow shaping instructions further cause the second switch to increase the transmission speed of the one or more second data packets being forwarded by the second switch when buffers for the plurality of switches reach a configurable capacity.
10. The network device of claim 6 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to a fraction of the maximum throughput.
11. The network device of claim 6 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of spine switches forwarding network traffic associated with the incast communication pattern.
12. The network device of claim 6 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of leaf switches forwarding network traffic associated with the incast communication pattern.
13. A method of incast alleviation, comprising:
receiving a first data packet from a first device;
inspecting the first data packet for an indicator of an incast communication pattern for a data transmission; and
in response to detecting the indicator, determining a maximum throughput at which a first switch may transfer data and sending one or more flow shaping instructions to a second switch of a plurality of switches, the one or more flow shaping instructions causing the second switch to:
reduce a transmission speed of one or more second data packets being forwarded by the second switch toward the first switch based on the maximum throughput; and
increase the transmission speed of the one or more second data packets being forwarded by the second switch when buffers for the plurality of switches reach a configurable capacity.
14. The method of claim 13 , wherein inspecting the first data packet for an indicator of an incast communication pattern includes searching for a port number related to an application that causes incast communication patterns.
15. The method of claim 14 , wherein the application that causes incast communication patterns is an application that utilizes a parallel distributed algorithm.
16. The method of claim 13 , wherein the one or more flow shaping instructions further cause the second switch to buffer data associated with one or more of the one or more second data packets.
17. The method of claim 13 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of leaf switches used in the data transmission.
18. The method of claim 13 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to the maximum throughput divided by a number of spine switches forwarding network traffic associated with the incast communication pattern.
19. The method of claim 13 , wherein the one or more flow shaping instructions further cause the second switch to reduce data transfer rates to a fraction of the maximum throughput.
20. The method of claim 13 , further comprising diverting data traffic to a third switch of the plurality of switches when a buffer of the second switch reaches capacity.