Transmission, caching, and searching of video streams based on frame dependencies and content

1. An apparatus, comprising:

a network interface to communicate over a network; and

processing circuitry to:

receive, via the network interface, a video stream comprising a plurality of video frames;

identify a plurality of inter-frame dependencies among the plurality of video frames, wherein the plurality of inter-frame dependencies comprises a plurality of frame protection dependencies associated with one or more security protections applied to the video stream;

partition the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies, wherein the first subset of video frames is to be transmitted using a first transmission method and the second subset of video frames is to be transmitted using a second transmission method, wherein the first transmission method provides a higher quality of service than the second transmission method;

transmit, via the network interface, the first subset of video frames to a corresponding destination using the first transmission method; and

transmit, via the network interface, the second subset of video frames to the corresponding destination using the second transmission method.

2. The apparatus of claim 1 , wherein the plurality of inter-frame dependencies further comprises:

a plurality of frame compression dependencies associated with a compression scheme applied to the video stream.

3. The apparatus of claim 1 , wherein the processing circuitry to partition the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies is further to:

determine, based on the plurality of inter-frame dependencies, that the first subset of video frames corresponds to a larger number of dependencies than the second subset of video frames.

4. The apparatus of claim 1 , wherein:

the first transmission method comprises transmitting the first subset of video frames over a first channel having a first quality of service level; and

the second transmission method comprises transmitting the second subset of video frames over a second channel having a second quality of service level;

wherein the first quality of service level is higher than the second quality of service level.

5. The apparatus of claim 1 , wherein:

the first transmission method comprises transmitting a plurality of replicated copies of the first subset of video frames; and

the second transmission method comprises transmitting a single copy of the second subset of video frames.

6. The apparatus of claim 1 , wherein:

the first transmission method comprises transmitting the first subset of video frames to one or more distributed computing devices to be cached, wherein the one or more distributed computing devices are to transmit the first subset of video frames to the corresponding destination; and

the second transmission method comprises transmitting the second subset of video frames to the corresponding destination.

7. The apparatus of claim 6 , wherein the one or more distributed computing devices are associated with:

a blockchain network; or

a distributed hash table.

8. The apparatus of claim 1 , wherein the processing circuitry is further to:

recognize video content in the plurality of video frames based on a video content classifier;

identify one or more video frames comprising sensitive content, wherein the one or more video frames are identified from the plurality of video frames based on the video content recognized by the video content classifier; and

apply one or more security protections to the one or more video frames.

9. At least one non-transitory machine accessible storage medium having instructions stored thereon, wherein the instructions, when executed on a machine, cause the machine to:

receive, via a network interface, a video stream comprising a plurality of video frames;

identify a plurality of inter-frame dependencies among the plurality of video frames, wherein the plurality of inter-frame dependencies comprises a plurality of frame protection dependencies associated with one or more security protections applied to the video stream;

partition the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies, wherein the first subset of video frames is to be transmitted using a first transmission method and the second subset of video frames is to be transmitted using a second transmission method, wherein the first transmission method provides a higher quality of service than the second transmission method;

transmit, via the network interface, the first subset of video frames to a corresponding destination using the first transmission method; and

transmit, via the network interface, the second subset of video frames to the corresponding destination using the second transmission method.

10. The storage medium of claim 9 , wherein the plurality of inter-frame dependencies further comprises:

a plurality of frame compression dependencies associated with a compression scheme applied to the video stream.

11. The storage medium of claim 9 , wherein the instructions that cause the machine to partition the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies further cause the machine to:

determine, based on the plurality of inter-frame dependencies, that the first subset of video frames corresponds to a larger number of dependencies than the second subset of video frames.

12. The storage medium of claim 9 , wherein:

the first transmission method comprises transmitting the first subset of video frames over a first channel having a first quality of service level; and

the second transmission method comprises transmitting the second subset of video frames over a second channel having a second quality of service level;

wherein the first quality of service level is higher than the second quality of service level.

13. The storage medium of claim 9 , wherein:

the first transmission method comprises transmitting a plurality of replicated copies of the first subset of video frames; and

the second transmission method comprises transmitting a single copy of the second subset of video frames.

14. The storage medium of claim 9 , wherein:

the first transmission method comprises transmitting the first subset of video frames to one or more distributed computing devices to be cached, wherein the one or more distributed computing devices are to transmit the first subset of video frames to the corresponding destination; and

the second transmission method comprises transmitting the second subset of video frames to the corresponding destination.

15. The storage medium of claim 9 , wherein the instructions further cause the machine to:

recognize video content in the plurality of video frames based on a video content classifier;

identify one or more video frames comprising sensitive content, wherein the one or more video frames are identified from the plurality of video frames based on the video content recognized by the video content classifier; and

apply one or more security protections to the one or more video frames.

16. A method, comprising:

receiving, via a network interface, a video stream comprising a plurality of video frames;

identifying a plurality of inter-frame dependencies among the plurality of video frames, wherein the plurality of inter-frame dependencies comprises a plurality of frame protection dependencies associated with one or more security protections applied to the video stream;

partitioning the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies, wherein the first subset of video frames is to be transmitted using a first transmission method and the second subset of video frames is to be transmitted using a second transmission method, wherein the first transmission method provides a higher quality of service than the second transmission method;

transmitting, via the network interface, the first subset of video frames to a corresponding destination using the first transmission method; and

transmitting, via the network interface, the second subset of video frames to the corresponding destination using the second transmission method.

17. The method of claim 16 , wherein the plurality of inter-frame dependencies further comprises:

a plurality of frame compression dependencies associated with a compression scheme applied to the video stream.

18. The method of claim 16 , wherein partitioning the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies comprises:

determining, based on the plurality of inter-frame dependencies, that the first subset of video frames corresponds to a larger number of dependencies than the second subset of video frames.

19. The method of claim 16 , wherein:

the first transmission method comprises transmitting the first subset of video frames over a first channel having a first quality of service level; and

the second transmission method comprises transmitting the second subset of video frames over a second channel having a second quality of service level;

wherein the first quality of service level is higher than the second quality of service level.

20. The method of claim 16 , wherein:

the first transmission method comprises transmitting a plurality of replicated copies of the first subset of video frames; and

the second transmission method comprises transmitting a single copy of the second subset of video frames.

21. The method of claim 16 , wherein:

the first transmission method comprises transmitting the first subset of video frames to one or more distributed computing devices to be cached, wherein the one or more distributed computing devices are to transmit the first subset of video frames to the corresponding destination; and

the second transmission method comprises transmitting the second subset of video frames to the corresponding destination.

22. The method of claim 16 , further comprising:

recognizing video content in the plurality of video frames based on a video content classifier;

identifying one or more video frames comprising sensitive content, wherein the one or more video frames are identified from the plurality of video frames based on the video content recognized by the video content classifier; and

applying one or more security protections to the one or more video frames.

23. A system, comprising:

a camera to capture a video stream, wherein the video stream comprises a plurality of video frames;

a network interface to communicate over a network; and

processing circuitry to:

access the video stream captured by the camera;

identify a plurality of inter-frame dependencies among the plurality of video frames, wherein the plurality of inter-frame dependencies comprises a plurality of frame protection dependencies associated with one or more security protections applied to the video stream;

partition the plurality of video frames into a first subset of video frames and a second subset of video frames based on the plurality of inter-frame dependencies, wherein the first subset of video frames is to be transmitted using a first transmission method and the second subset of video frames is to be transmitted using a second transmission method, wherein the first transmission method provides a higher quality of service than the second transmission method;

transmit, via the network interface, the first subset of video frames to a corresponding destination using the first transmission method; and

transmit, via the network interface, the second subset of video frames to the corresponding destination using the second transmission method.

24. The system of claim 23 , wherein:

the first transmission method comprises transmitting the first subset of video frames over a first channel having a first quality of service level; and

the second transmission method comprises transmitting the second subset of video frames over a second channel having a second quality of service level;

wherein the first quality of service level is higher than the second quality of service level.

25. The system of claim 23 , wherein the processing circuitry is further to:

recognize video content in the plurality of video frames based on a video content classifier;

identify one or more video frames comprising sensitive content, wherein the one or more video frames are identified from the plurality of video frames based on the video content recognized by the video content classifier; and

apply one or more security protections to the one or more video frames.