Method for connection acceptance control and rapid determination of optimal multi-media content delivery over networks
View Patent ↗A method of bandwidth allocation for delivery of stored digital content from at least one server device to at least one client device by way of a network is disclosed. The method begins by prescribing a control variable which represents a target flow rate from the server device to each client device. Next, time-varying constraints on the flow rate of the content are determined. A cost function of the control variable for each client is determined. The cost function corresponds to a maximized value of the control variable. Finally, bandwidth is prescribed to each client based upon the value of the control variable maximized by the cost function. In this respect, the method achieves optimal allocation of bandwidth between the server and the respective clients.
1. A method of bandwidth allocation for delivery of stored digital content from at least one server device to at least one client device by way of a network, the method comprising the steps of:
prescribing a control variable which represents a target flow rate from the server device to each client device of a stored digital content having a fixed duration;
prescribing a maximum allowed flow rate from the server device to each client device, wherein the maximum allowed flow rate is set equal to a minimum allowed flow rate, and wherein the minimum allowed flow rate is a non-increasing function of time obtained by dividing the digital content not yet delivered by remaining playtime, which ensures that all required content will be available to each client when needed;
determining time-varying constraints on the flow rate of the content;
determining a cost function of the control variables for all clients; and
prescribing bandwidth to all clients based upon the value of the control variables that maximize the cost function.
2. The method of claim 1 wherein the minimum allowed flow rate starts at an initial flow rate that exceeds the average consumption rate.
3. The method of claim 1 wherein the minimum allowed client flow rate decreases in a series of steps.
4. The method of claim 3 wherein the series of steps starts from an initial flow rate that exceeds an average consumption rate.
5. The method of claim 4 , further comprising re-computing the target flow rates when a new client device is admitted.
6. The method of claim 5 , wherein a new client device is accepted by:
determining an admission capacity of the bandwidth;
admitting the new client device if the client device's minimum allowed value of the control variable is less than the admission capacity; and
wherein the client device admitted for service is guaranteed to have sufficient digital content flow over the entire session.
7. The method of claim 3 , further comprising reevaluating the control variable whenever the minimum allowed client flow rate undergoes a step change.
8. The method of claim 4 , further comprising re-computing the target flow rates when the minimum allowed flow rate for a client device undergoes a step change.
9. The method of claim 1 wherein the minimum allowed client flow rate increases in steps to an available admission capacity.
10. The method of claim 9 wherein the minimum allowed flow rate starts at an initial flow rate that exceeds the average consumption rate.
11. The method of claim 1 , further comprising reevaluating the control variables on a periodic basis.
12. The method of claim 11 wherein the periodic basis is at least once a second.
13. The method of claim 1 , further comprising reevaluating the control variable whenever a new client device is admitted.
14. The method of claim 1 , wherein the minimum allowed client flow rate steps up over time to an extent of available admission capacity, such that no existing sessions are compromised.
15. The method of claim 1 , wherein the client device is a video-on-demand system.
16. The method of claim 1 , wherein the server device simultaneously serves the stored digital content to a plurality of client devices, and wherein the stored digital content is viewed and played back at each client device.
17. The method of claim 1 , wherein the control variable further comprises: determining optimal delivery rates to each client device and determining whether new client devices may be accepted without diminishing the quality of service to existing client devices.
18. The method of claim 1 , further comprising:
sorting each client device by flow rate range;
establishing remaining server bandwidth, wherein the remaining server bandwidth is calculated by subtracting the minimum allowed flow rate of each client device from total bandwidth; and
allocating remaining server bandwidth to each client device.
19. The method of claim 18 , further comprising allocating remaining server bandwidth evenly to each client device.
20. The method of claim 18 , further comprising allocating remaining server bandwidth to higher paying client devices.