Systems and methods for adaptively encoding video stream
The disclosed technology relates to adaptively encoding a video stream based on viewer engagement, content schedule and/or content characteristics. A system routes a video stream from a signal extractor to a first virtual encoder. The first virtual encoder is instantiated on a cloud platform and provides a first video output at a first bitrate. A second virtual encoder is instantiated on the cloud platform in response to a change in viewer count. The system routes the video stream from the signal extractor to the second virtual encoder. The second virtual encoder provides a second video output at a second bitrate. The second bitrate is different from the first bitrate.
1. A computer-implemented method for providing adaptive video encoding, comprising:
routing a video stream to a first virtual encoder, wherein the first virtual encoder is instantiated on a cloud platform and configured to provide a first video output associated with a first plurality of profiles;
instantiating a second virtual encoder on the cloud platform in response to a decrease in viewer count; and
routing the video stream to the second virtual encoder, wherein the second virtual encoder is configured to provide a second video output associated with a second plurality of profiles, wherein a number of profiles of the second plurality of profiles is less than a number of profiles of the first plurality of profiles.
2. The computer-implemented method of claim 1 , wherein instantiating the second virtual encoder is further based on a predicted decrease in viewer count.
3. The computer-implemented method of claim 1 , further comprising:
transitioning a subset of client devices of a plurality of client devices connected to the first virtual encoder, to the second virtual encoder;
confirming the subset of client devices receive the second video output from the second virtual encoder; and
transitioning a remaining set of client devices of the plurality of client devices connected to the first virtual encoder, to the second virtual encoder, wherein the remaining set of client devices do not include client devices from the first subset of client devices.
4. The computer-implemented method of claim 3 , further comprising disconnecting the video stream from the first virtual encoder after the remaining set of client devices of the plurality of client devices are connected to the second virtual encoder.
5. The computer-implemented method of claim 1 , further comprising instantiating a third virtual encoder on the cloud platform in response to a change in viewer count.
6. The computer-implemented method of claim 1 , further comprising collecting viewer data from a client device receiving the second video output.
7. The computer-implemented method of claim 6 , wherein the viewer data comprises at least one of a device type, an operating system, a network connection and a geographic location of the client device.
8. A non-transitory computer-readable medium comprising instructions stored therein, the instructions, when executed by a computing system, cause the computing system to:
route a video stream to a first virtual encoder, wherein the first virtual encoder is instantiated on a cloud platform and configured to provide a first video output associated with a first plurality of profiles;
instantiate a second virtual encoder on the cloud platform in response to a decrease in viewer count; and
route the video stream to the second virtual encoder, wherein the second virtual encoder is configured to provide a second video output associated with a second plurality of profiles, wherein a number of profiles of the second plurality of profiles is less than a number of profiles of the first plurality of profiles.
9. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the computing system to instantiate the second virtual encoder based on a predicted decrease in viewer count.
10. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the computing system to:
transition a subset of client devices of a plurality of client devices connected to the first virtual encoder, to the second virtual encoder;
confirm the subset of client devices receive the second video output from the second virtual encoder; and
transition a remaining set of client devices of the plurality of client devices connected to the first virtual encoder, to the second virtual encoder, wherein the remaining set of client devices do not include client devices from the first subset of client devices.
11. The non-transitory computer-readable medium of claim 10 , wherein the instructions further cause the computing system to disconnect the video stream from the first virtual encoder after the remaining set of client devices of the plurality of client devices are connected to the second virtual encoder.
12. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the computing system to instantiate a third virtual encoder on the cloud platform in response to a change in viewer count.
13. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the computing system to collect viewer data from a client device receiving the second video output.
14. The non-transitory computer-readable medium of claim 13 , wherein the viewer data comprises at least one of a device type, an operating system, a network connection and a geographic location of the client device.
15. A system comprising:
a processor; and
a non-transitory computer-readable medium storing instructions that, when executed by the system, cause the processor to:
route a video stream to a first virtual encoder, wherein the first virtual encoder is instantiated on a cloud platform and configured to provide a first video output associated with a first plurality of profiles;
instantiate a second virtual encoder on the cloud platform in response to a decrease in viewer count; and
route the video stream to the second virtual encoder, wherein the second virtual encoder is configured to provide a second video output associated with a second plurality of profiles, wherein a number of profiles of the second plurality of profiles is less than a number of profiles of the first plurality of profiles.
16. The system of claim 15 , wherein the instructions further cause the system to instantiate the second virtual encoder based on a predicted decrease in viewer count.
17. The system of claim 15 , wherein the instructions further cause the system to:
transition a subset of client devices of a plurality of client devices connected to the first virtual encoder, to the second virtual encoder;
confirm the subset of client devices receive the second video output from the second virtual encoder; and
transition a remaining set of client devices of the plurality of client devices connected to the first virtual encoder, to the second virtual encoder, wherein the remaining set of client devices do not include client devices from the first subset of client devices.
18. The system of claim 17 , wherein the instructions further cause the system to disconnect the video stream from the first virtual encoder after the remaining set of client devices of the plurality of client devices are connected to the second virtual encoder.
19. The system of claim 15 , wherein the instructions further cause the system to collect viewer data from a client device receiving the second video output.
20. The system of claim 19 , wherein the viewer data comprises at least one of a device type, an operating system, a network connection and a geographic location of the client device.