Workload triggered dynamic capture in surveillance systems
Systems and methods for managing write stream workload of video surveillance systems through playback workload triggered dynamic capture are described. A video camera may include a video image sensor for receiving video data. The video data may be written to a storage device. A request for access to the video data may then be received. An impact on a standard data write stream may be determined based on the time window determined for the access to the video data. At least one mitigation option may be initiated at the video image sensor as a result.
1. A system, comprising:
a video image sensor; and
a surveillance controller configured to:
receive video data from the video image sensor, wherein the video data includes a video stream of video frames captured by the video image sensor;
write the video data to a storage device;
receive a request for access to the video data;
determine a time window for the access to the video data based on a data retrieval of the video data from the storage device;
determine an impact on a standard data write stream based on the time window; and
initiate, based on the impact on the standard data write stream, at least one mitigation option at the video image sensor.
2. The system of claim 1 , wherein the surveillance controller is further configured to:
retrieve a plurality of capture encode options based on past incidents having data write stream impacts; and
determine the at least one mitigation option from the plurality of capture encode options based on the impact on the standard data write stream.
3. The system of claim 1 , wherein:
the storage device is one storage device of a plurality of storage devices embedded in a network video recorder (NVR);
the NVR comprises the surveillance controller; and
the surveillance controller is further configured to determine the impact on the standard data write stream to the storage device based on the plurality of storage devices embedded in the NVR.
4. The system of claim 1 , wherein the surveillance controller is further configured to:
determine, based on the at least one mitigation option, capture configuration data to lower a bit rate of the video data captured by the video image sensor; and
reconfigure, during the time window and using the capture configuration data, video capture through the video image sensor.
5. The system of claim 1 , wherein the at least one mitigation option comprises a capture encode option that lowers a resolution of the video frames captured by the video image sensor.
6. The system of claim 1 , wherein the at least one mitigation option comprises a capture encode option that lowers a frame rate of the video frames captured by the video image sensor.
7. The system of claim 1 , wherein the at least one mitigation option comprises modifying at least one capture encode parameter such that a resultant bit rate of a write data stream to the storage device is lowered.
8. The system of claim 7 , wherein the at least one capture encode parameter is selected from:
frame size;
group of pictures;
encoding format;
codec; and
video profile.
9. The system of claim 1 , wherein the at least one mitigation option comprises modifying at least one capture encode parameter based on feedback on at least one state of other states of the storage device, the at least one state selected from:
health;
temperature;
garbage collection workload; and
capacity.
10. The system of claim 9 , wherein the feedback is based on a storage device resources model that tracks information on storage device state information including at least one of:
health;
temperature;
garbage collection workload; and
available capacity.
11. The system of claim 1 , wherein the at least one mitigation option comprises rearranging at least one activity on the system, the activity including background activity and enhanced post write read activity.
12. The system of claim 1 , wherein the request for access to the video data comprises one of:
playback of the video data, or
execution of analytics involving access to the storage device.
13. The system of claim 1 , further comprising
a video camera housing, wherein the video camera housing encloses:
the video image sensor;
the surveillance controller;
a network interface configured to communicate with a network; and
the storage device.
14. The system of claim 13 , wherein:
the storage device is one storage device of a plurality of storage devices embedded in the video camera housing; and
the surveillance controller is further configured to determine the impact on the standard data write stream to the storage device based on the plurality of storage devices embedded in the video camera housing.
15. A computer-implemented method, comprising:
receiving video data from a video image sensor, wherein the video data includes a video stream of video frames captured by the video image sensor;
writing the video data to a storage device;
receiving a request for access to the video data;
determining a time window for the access to the video data based on a data retrieval of the video data from the storage device;
determining an impact on a standard data write stream based on the time window; and
initiating, based on the impact on the standard data write stream, at least one mitigation option at the video image sensor.
16. The computer-implemented method of claim 15 , further comprising:
retrieving a plurality of capture encode options based on past incidents having data write stream impacts; and
determining the at least one mitigation option from the plurality of capture encode options based on the impact on the standard data write stream.
17. The computer-implemented method of claim 15 , further comprising:
determining, based on the at least one mitigation option, capture configuration data to lower bit rate of the video data captured by the video image sensor; and
reconfiguring, during the time window and using the capture configuration data, video capture through the video image sensor.
18. The computer-implemented method of claim 15 , wherein the at least one mitigation option is selected from:
lowering a resolution of the video frames captured by the video image sensor;
lowering a frame rate of the video frames captured by the video image sensor; and
modifying at least one capture encode parameter such that a resultant bit rate of a write data stream to the storage device is lowered.
19. The computer-implemented method of claim 15 , wherein the at least one mitigation option comprises modifying at least one capture encode parameter such that a resultant bit rate of a write data stream to the storage device is lowered, the at least one capture encode parameter is selected from:
frame size;
group of pictures;
encoding format;
codec; and
video profile.
20. A video camera, comprising:
a video image sensor;
means for receiving video data from the video image sensor, wherein the video data includes a video stream of video frames captured by the video image sensor;
means for writing the video data to a storage device;
means for receiving a request for access to the video data;
means for determining a time window for the access to the video data based on a data retrieval of the video data from the storage device;
means for determining an impact on a standard data write stream based on the time window; and
means for initiating, based on the impact on the standard data write stream, at least one mitigation option at the video image sensor.