Media quality prediction for collaboration services
Disclosed is a system, method and computer readable medium enabling collaboration service providers to more accurately predict packet loss, jitter and delay based on current session, historical session and user location parameters. The prediction can be used to forecast the occurrence of poor media quality at the current location and potential future locations.
1. A computer-implemented method for predicting media quality, the method comprising:
receiving an indication for an initiation of a collaborative virtual meeting;
determining a current location and destination of a client device;
retrieving historical network metrics data and real-time network metrics data, the real-time network metrics data including day of week and current time;
determining possible degradation in media quality of the collaborative virtual meeting for the current location and the destination based on the historical network metrics data and the real-time network metrics data; and
notifying the client device of the possible degradation.
2. The computer-implemented method of claim 1 , wherein the historical network metrics data includes location, destination, the day of the week, device type, meeting time, connectivity type, and host cluster.
3. The computer-implemented method of claim 1 , wherein the real-time network metrics data further includes; device type, connectivity type, and host cluster.
4. The computer-implemented method of claim 1 , further comprising:
determining possible degradation along one or more routes between the current location and the destination; and
notifying the client device on possible degradation along the one or more routes.
5. The computer-implemented method of claim 4 , further comprising:
providing a recommended route with the least possible degradation.
6. The computer-implemented method of claim 1 , wherein the notifying includes:
displaying on the client device a map illustrating the currently location and destination; and
displaying alerts on the map corresponding to the notifications of possible degradation.
7. The computer-implemented method of claim 6 , further comprising:
displaying the alerts along one or more routes from the current location to the destination; and
highlighting a route of the one or more mutes with least degradation.
8. A system comprising:
a processor; and
a memory storing instructions which when executed by the processor, causes the processor to:
receive an indication for an initiation of a collaborative virtual meeting;
determine a current location and destination of a client device;
retrieve historical network metrics data and real-time network metrics data, the real-time network metrics data including day of week and current time;
determine possible degradation in media quality of the collaborative virtual meeting for the current location and the destination based on the historical network metrics data and the real-time network metrics data; and
notify the client device of the possible degradation.
9. The system of claim 8 , wherein the historical network metrics data includes location, destination, the day of the week, device type, meeting time, connectivity type, and host cluster.
10. The system of claim 8 , wherein the real-time network metrics data further includes: device type, connectivity type, and host cluster.
11. The system of claim 8 , further comprising instructions which when executed by the processor, causes the processor to:
determine possible degradation along one or more routes between the current location and the destination; and
notify the client device on the possible degradation along the one or more routes.
12. The system of claim 11 , further comprising instructions which when executed by the processor, causes the processor to:
provide a recommended route with the least possible degradation.
13. The system of claim 6 , further comprising instructions which when executed by the processor, causes the processor to:
display on the client device a map illustrating the currently location and destination; and
display alerts on the map corresponding to the notifications of possible degradation.
14. The system of claim 13 , further comprising instructions which when executed by the processor, causes the processor to:
determine one or more routes from the current location to the destination;
display the alerts along the one or more routes; and
highlight a route of the one or more routes with least degradation.
15. A non-transitory computer-readable medium storing instructions which when executed by a processor, causes the processor to:
receive an indication for an initiation of a collaborative virtual meeting;
determine a current location and destination of a client device;
retrieve historical network metrics data and real-time network metrics data, the real-time network metrics data including day of week and current time;
determine possible degradation in media quality of the collaborative virtual meeting for the current location and the destination based on the historical network metrics data and the real-time network metrics data; and
notify the client device of the possible degradation.
16. The non-transitory computer-readable medium of claim 15 , wherein the historical network metrics data includes location, destination, day of the week, device type, meeting time, connectivity type, and host cluster.
17. The non-transitory computer-readable medium of claim 15 , wherein the real-time network metrics data further includes: device type, connectivity type, and host cluster.
18. The non-transitory computer-readable medium of claim 15 , further comprising instructions which when executed by the processor, causes the processor to:
determine possible degradation along one or more routes between the current location and the destination; and
notify the client device on possible degradation along the one or more routes.
19. The non-transitory computer-readable medium of claim 18 , further comprising instructions which when executed by the processor, causes the processor to:
provide a recommended route with the least possible degradation.
20. The non-transitory computer-readable medium of claim 15 , further comprising instructions which when executed by the processor, causes the processor to:
display on the client device a map illustrating the currently location and destination; and
display alerts on the map corresponding to the notifications of possible degradation.