Method and system for efficient data transmission in interactive networked environments
View Patent ↗Various methods to prioritize the transmission of interactive digital content to multiple users to achieve efficient usage of available bandwidth are disclosed. The present invention covers prioritization of transmission of digital content based on information transmitted from the receiver. In addition, prioritization of multicast transmission of digital content to multiple clients accessing a shared interactive environment can be realized.
1. A method for efficient transmission of digital content to clients via a computer network, the digital content associated with a virtual environment, comprising the steps of:
determining non-overlapping portions of the digital content to be transmitted to the clients;
determining overlapping portions of the digital content to be transmitted to the clients;
scheduling transmission of the non-overlapping and overlapping portions of the digital content so that the non-overlapping and overlapping portions of the digital content are sent in a priority manner, wherein the scheduling includes prioritizing a multicast transmission of high priority portions of the overlapping portions of the digital content according to a per-client score and a per-group score, wherein the per-group score is determined for the overlapping portions of the digital content that overlap in respective visual domains of a multicast group of the clients and is determined from the per-client scores of the multicast group of the clients, and prioritizing a unicast transmission of the non-overlapping portions and low priority portions of the overlapping portions based on the according to a per-client score; and
transmitting the portions of the digital content to the clients in accordance with the schedule to enable scenes from the virtual environment to be rendered.
2. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on client-defined interest stored at the sender.
3. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content using a parametric model based on client viewpoint position, position of objects in a scene, and visual attributes.
4. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on predicted client navigation in the virtual environment.
5. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on a correspondence of client interests.
6. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on proximity of clients in a virtual space, wherein proximate clients increase the per-group score of portions of the digital content of common interest.
7. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on aggregation of client interest, the aggregation of client interest increasing the per-group score, and wherein portions of the digital content having higher per-group scores are multicast to predefined interest groups.
8. The method of claim 1 , wherein the scheduling step includes prioritizing the transmission of the portions of the digital content based on client-specified priorities determined according to service provider policies.
9. The method of claim 1 , wherein an amount of bandwidth of the computer network used for multicast is limited to a percentage of the total bandwidth, wherein the low priority portions of the overlapping portions require bandwidth in excess of the amount of bandwidth of the computer network used for multicast.
10. A system for efficient transmission of digital content to clients via a computer network, the digital content associated with a virtual environment and transmitted to enable the clients to render scenes from the virtual environment, comprising:
a scheduler for determining first and second portions of the digital content to be transmitted to the clients via a unicast transmission and a multicast transmission, respectively, and scheduling transmission of the portions of the digital content so that the first and second portions of the digital content are sent in a priority manner, wherein the scheduler prioritizes transmission of the first and second portions of the digital content, wherein the second portion includes only overlapping portions in respective visual domains of a multicast group of the clients and performs a multicast transmission of the second portion of the digital content to the multicast group of the clients, wherein the first portion includes non-overlapping portions and low priority portions of the second portions; and
a queue for holding the first and second portions of the digital content to be transmitted to the clients in accordance with the schedule.
11. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content based on client-defined interest stored at the sender.
12. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content using a parametric model based on client viewpoint position, position of objects in a scene, and visual attributes.
13. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content based on predicted client navigation in the virtual environment.
14. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content based on a correspondence of client interests.
15. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content based on proximity of clients in a virtual space.
16. The system of claim 10 , wherein the scheduler prioritizes transmission of the portions of the digital content based on client-specified priorities determined according to service provider policies.
17. A program storage device readable by a machine, tangibly embodying a program of instructions executable on the machine to perform method steps for efficient transmission of digital content to clients via a computer network, the digital content associated with a virtual environment, the method steps comprising:
determining non-overlapping portions of the digital content to be transmitted to the clients;
determining overlapping portions of the digital content to be transmitted to the clients;
scheduling transmission of the non-overlapping and overlapping portions of the digital content so that the non-overlapping and overlapping portions of the digital content are sent in a priority manner, wherein the scheduling includes prioritizing a multicast transmission of high priority portions of the overlapping portions of the digital content according to a per-client score and a per-group score, wherein the per-group score is determined for the overlapping portions of the digital content that overlap in respective visual domains of a multicast group of the clients and is determined from the per-client scores of the multicast group of the clients, and prioritizing a unicast transmission of the non-overlapping portions and low priority portions of the overlapping portions based on the according to a per-client score; and
transmitting the portions of the digital content to the clients in accordance with the schedule to enable scenes from the virtual environment to be rendered.
18. The program storage device of claim 17 , wherein an amount of bandwidth of the computer network used for multicast is limited to a percentage of the total bandwidth, wherein the low priority portions of the overlapping portions require bandwidth in excess of the amount of bandwidth of the computer network used for multicast.