Airtime-based packet scheduling for wireless networks

• US 10,219,254 B2
• Filed: 01/08/2018
• Issued: 02/26/2019
• Est. Priority Date: 01/21/2009
• Status: Active Grant

• Current Assignee: Extreme Networks, Inc.
• Original Assignee: Aerohive Networks Incorporated (Extreme Networks, Inc.)
• Inventors: Wu, Peter, Reddy, Sreekanth, Zeng, Jianlin, Liu, Changming
• Primary Examiner(s): Beyen, Zewdu A
• Application Number:
  US15/865,027
• Publication Number:
  US 20180152934A1
• Time in Patent Office: 414 Days
• Field of Search: None
• CPC Class Codes: H04L 47/24 Traffic characterised by specific attributes, e.g. priority or QoS
• CPC Class Codes: H04L 47/32 by discarding or delaying data units, e.g. packets or frames
• CPC Class Codes: H04W 24/08 Testing, supervising or monitoring using real traffic
• CPC Class Codes: H04W 28/0205 at the air interface dynamic wireless traffic scheduling H04W72/12
• CPC Class Codes: H04W 72/20 Control channels or signalling for resource management
• CPC Class Codes: H04W 72/535 based on resource usage policies
• CPC Class Codes: H04W 72/543 based on requested quality, e.g. QoS

Abstract

Airtime usage may be used as a factor in controlling network traffic flow to and from client devices via a wireless network interface. Received packets or other data are assigned to a quality of service profile. Additionally, a cost value for communicating the received data is determined at least in part based on an actual or estimated airtime usage for the received packet. The cost value is used to allocate wireless network airtime to data. The allocation of wireless network airtime may be varied dynamically based on operating conditions. The cost value may be based on factors including the airtime used to communicate data; whether the data is a retransmission; and wireless network overhead. The cost value of data may also be different depending on whether the data is being sent from a client device or to a client device.

Claims

1. A method comprising:

receiving first and second data packets as part of network traffic of a network destined for one or more wireless devices accessing the network through a wireless connection;

determining a first quality of service profile associated with the first data packet and a second quality of service profile associated with the second data packet;

determining a first token cost of transmitting the first data packet and a second token cost of transmitting the second data packet based on estimated airtime for transmitting the first and second data packets, respectively;

determining a first token balance of the first quality of service profile and a second token balance of the second quality of service profile, the first and second token balances being an amount of network bandwidth of the network allocated to the first and second quality of service profiles, respectively;

determining whether the first and second token costs exceed the first and second token balances, respectively;

upon determining that the first token cost does not exceed the first token balance, deducting the first token cost from the first token balance and forwarding the first data packet to a wireless device;

upon determining that the second token cost does not exceed the second token balance, deducting the second token cost from the second token balance and forwarding the second data packet to a wireless device;

periodically performing increase of the first and second token balances, respectively, an increase rate of the first token balance being greater than an increase rate of the second token balance;

receiving a third data packet as part of network traffic of the network destined for a wireless device accessing the network through a wireless connection;

determining a third quality of service profile associated with the third data packet;

determining a third token cost of transmitting the third data packet based on estimated airtime for transmitting the third data packet;

deducting the third token cost from a third token balance of the third quality of service profile and forwarding the third data packet to a wireless device, irrespective of whether or not the third token cost exceeds the third token balance.

2. The method of claim 1, wherein a frequency of the increase of the first token balance is greater than a frequency of the increase of the second token balance.

3. The method of claim 1, wherein an amount of the increase of the first token balance is greater than an amount of the increase of the second token balance.

4. The method of claim 1, wherein the first and second token balances both have a maximum token balance limit to which the token balance is allowed to be increased, and a maximum token balance limit of the first token balance is different from a maximum token balance limit of the second token balance.

5. The method of claim 1, further comprising:

determining a revised first token cost based on actual airtime usage in forwarding the first data packet, and adjusting the first token balance based on a difference between the first token cost and the revised first token cost;

determining a revised second token cost based on actual airtime usage in forwarding the second data packet, and adjusting the second token balance based on a difference between the second token cost and the revised second token cost.

6. The method of claim 1, further comprising:

when the third token balance after deducting the third token cost reaches a negative limit, dropping the third data packet;

when the third token balance after deducting the third token cost does not reach the negative limit, forwarding the third data packet to a wireless device.

7. The method of claim 1, wherein the first and second quality of service profiles are determined based on first and second wireless networking standards used for communication of the first and second data packets, respectively, wherein the first wireless networking standard supports faster data communication than the second wireless networking standard.

8. The method of claim 1, wherein the network traffic is downlink network traffic.

9. The method of claim 1, wherein the determining the first token cost of transmitting the first data packet and the second token cost of transmitting the second data packet comprises:

determining airtimes to transmit previously sent data packets associated with the first quality of service profile and data sizes thereof;

determining a first average airtime consumed per data unit based on the airtimes to transmit previously sent data packets associated with the first quality of service profile and the data sizes thereof;

determining the estimated airtime for transmitting the first data packet based on the first average air time consumed per data unit and a data size of the first data packet;

determining airtimes to transmit previously sent data packets associated with the second quality of service profile and data sizes thereof;

determining a second average airtime consumed per data unit based on the airtimes to transmit previously sent data packets associated with the second quality of service profile and the data sizes thereof;

determining the estimated airtime for transmitting the second data packet based on the second average air time consumed per data unit and a data size of the second data packet.

10. A system comprising:

a processor;

memory storing instructions configured to instruct the processor to;

receive first and second data packets as part of network traffic of a network destined for one or more wireless devices accessing the network through a wireless connection;

determine a first quality of service profile associated with the first data packet and a second quality of service profile associated with the second data packet;

determine a first token cost of transmitting the first data packet and a second token cost of transmitting the second data packet based on estimated airtime for transmitting the first and second data packets, respectively;

determine a first token balance of the first quality of service profile and a second token balance of the second quality of service profile, the first and second token balances being an amount of network bandwidth of the network allocated to the first and second quality of service profiles, respectively;

determine whether the first and second token costs exceed the first and second token balances, respectively;

upon determining that the first token cost does not exceed the first token balance, deduct the first token cost from the first token balance and forward the first data packet to a wireless device;

upon determining that the second token cost does not exceed the second token balance, deduct the second token cost from the second token balance and forward the second data packet to a wireless device;

periodically perform increase of the first and second token balances, respectively, an increase rate of the first token balance being greater than an increase rate of the second token balance;

receive a third data packet as part of network traffic of the network destined for a wireless device accessing the network through a wireless connection;

determine a third quality of service profile associated with the third data packet;

determine a third token cost of transmitting the third data packet based on estimated airtime for transmitting the third data packet;

deduct the third token cost from a third token balance of the third quality of service profile and forward the third data packet to a wireless device, irrespective of whether or not the third token cost exceeds the third token balance.

11. The system of claim 10, wherein a frequency of the increase of the first token balance is greater than a frequency of the increase of the second token balance.

12. The system of claim 10, wherein an amount of the increase of the first token balance is greater than an amount of the increase of the second token balance.

13. The system of claim 10, wherein the first and second token balances both have a maximum token balance limit to which the token balance is allowed to be increased, and a maximum token valance limit of the first token balance is different from a maximum token balance limit of the second token balance.

14. The system of claim 10, wherein the instructions are further configured to instruct the processor to:

determine a revised first token cost based on actual airtime usage in forwarding the first data packet, and adjust the first token balance based on a difference between the first token cost and the revised first token cost;

determine a revised second token cost based on actual airtime usage in forwarding the second data packet, and adjust the second token balance based on a difference between the second token cost and the revised second token cost.

15. The system of claim 10, wherein the instructions are further configured to instruct the processor to:

when the third token balance after deducting the third token cost reaches a negative limit, drop the third data packet;

when the third token balance after deducting the third token cost does not reach the negative limit, forward the third data packet to a wireless device.

16. The system of claim 10, wherein the first and second quality of service profiles are determined based on first and second wireless networking standards used for communication of the first and second data packets, respectively, wherein the first wireless networking standard supports faster data communication than the second wireless networking standard.

17. The system of claim 10, wherein the network traffic is downlink network traffic.

18. The system of claim 10, wherein the instructions are further configured to instruct the processor to:

determine airtimes to transmit previously sent data packets associated with the first quality of service profile and data sizes thereof;

determine a first average airtime consumed per data unit based on the airtimes to transmit previously sent data packets associated with the first quality of service profile and the data sizes thereof;

determine the estimated airtime for transmitting the first data packet based on the first average air time consumed per data unit and a data size of the first data packet;

determine airtimes to transmit previously sent data packets associated with the second quality of service profile and data sizes thereof;

determine a second average airtime consumed per data unit based on the airtimes to transmit previously sent data packets associated with the second quality of service profile and the data sizes thereof;

determine the estimated airtime for transmitting the second data packet based on the second average air time consumed per data unit and a data size of the second data packet.