Entropy driven endurance for normalized quality of service
Aspects of a storage device including a memory and a controller are provided which allow for data associated with a media stream and having high entropy to be stored in healthier memory locations, with improved data protection, and with more optimal NAND parameters than for data having low entropy. After receiving data associated with a media stream, the controller identifies an entropy level of the data. When the entropy level meets an entropy threshold, the controller stores the data in a first block of the memory associated with a lower BER, and/or with a higher write latency or a first, more discrete voltage. Alternatively, when the entropy level does not meet the entropy threshold, the controller stores the data in a second block of the memory associated with a higher BER, and/or with a lower write latency or a second, less discrete voltage.
1. A storage device, comprising:
a memory; and
a controller coupled to the memory and configured to:
receive data associated with a media stream from a host device,
determine whether an entropy level of the data exceeds an entropy threshold,
store the data in a first block of the memory that is associated with a first bit-error-rate (BER) when the entropy level exceeds the entropy threshold, and
store the data in a second block of the memory that is associated with a second BER greater than the first BER when the entropy level does not exceed the entropy threshold.
2. The storage device of claim 1 , wherein the media stream includes a constant bit rate (CBR).
3. The storage device of claim 1 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of a current video frame and a previous DC coefficient of one or more prior video frames.
4. The storage device of claim 3 , wherein the entropy level is identified regardless of a current video frame type of the current video frame.
5. The storage device of claim 1 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of current video frames in a first period of time and a previous DC coefficient of prior video frames in a second period of time, wherein the first period of time and the second period of time are each between a respective set of program clock references (PCR).
6. The storage device of claim 1 , wherein the controller is further configured to store the data in the first block with at least one of a higher write latency or a first voltage when the entropy level exceeds the entropy threshold, and to store the data in the second block with at least one of a lower write latency or a second voltage when the entropy level does not exceed the entropy threshold.
7. The storage device of claim 1 , wherein the controller is further configured to reduce an XOR stripe length for the data stored in the first block when the entropy level exceeds the entropy threshold, and to increase an XOR stripe length for the data stored in the second block when the entropy level does not exceed the entropy threshold.
8. The storage device of claim 1 , wherein the media stream includes a first sub-stream comprising video and a second sub-stream comprising audio, and
wherein the controller is further configured to:
identify a first entropy level of the data in the first sub-stream that exceeds the entropy threshold,
identify a second entropy level of the data in the second sub-stream that does not exceed the entropy threshold,
store the data in the first sub-stream in the first block, and
store the data in the second sub-stream in the second block.
9. A storage device, comprising:
a memory; and
a controller coupled to the memory and configured to:
receive associated with a media stream from a host device,
determine whether an entropy level of the data exceeds an entropy threshold,
store the data in a first block of the memory with at least one of a first write latency or a first voltage that respectively correspond to a first bit-error-rate (BER) when the entropy level exceeds the entropy threshold, and
store the data in a second block of the memory with at least one of a second write latency or a second voltage that respectively correspond to a second BER greater than the first BER when the entropy level does not exceed the entropy threshold.
10. The storage device of claim 9 , wherein the media stream includes a constant bit rate (CBR).
11. The storage device of claim 9 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of a current video frame and a previous DC coefficient of one or more prior video frames.
12. The storage device of claim 11 , wherein the entropy level is identified regardless of a current video frame type of the current video frame.
13. The storage device of claim 9 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of current video frames in a first period of time and a previous DC coefficient of prior video frames in a second period of time, wherein the first period of time and the second period of time are each between a respective set of program clock references (PCR).
14. The storage device of claim 9 , wherein the controller is further configured to reduce an XOR stripe length for the data stored in the first block when the entropy level exceeds the entropy threshold, and to increase an XOR stripe length for the data stored in the second block when the entropy level does not exceed the entropy threshold.
15. The storage device of claim 9 , wherein the media stream includes a first sub-stream comprising video and a second sub-stream comprising audio, and
wherein the controller is further configured to:
identify a first entropy level of the data in the first sub-stream that exceeds the entropy threshold,
identify a second entropy level of the data in the second sub-stream that does not exceed the entropy threshold,
store the data in the first sub-stream in the first block, and
store the data in the second sub-stream in the second block.
16. A storage device, comprising:
a memory; and
a controller coupled to the memory and configured to:
determine whether an entropy level of data associated with a media stream exceeds an entropy threshold,
store the data in a first block of the memory with at least one of a first write latency or a first voltage that respectively correspond to a first bit-error-rate (BER) when the entropy level exceeds the entropy threshold, and
store the data in a second block of the memory with at least one of a second write latency or a second voltage that respectively correspond to a second BER greater than the first BER when the entropy level does not exceed the entropy threshold.
17. The storage device of claim 16 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of a current video frame and a previous DC coefficient of one or more prior video frames.
18. The storage device of claim 16 , wherein the controller is further configured to identify the entropy level based on a difference between a direct current (DC) coefficient of current video frames in a first period of time and a previous DC coefficient of prior video frames in a second period of time, wherein the first period of time and the second period of time are each between a respective set of program clock references (PCR).
19. The storage device of claim 16 , wherein the controller is further configured to reduce an XOR stripe length for the data stored in the first block when the entropy level exceeds the entropy threshold, and to increase an XOR stripe length for the data stored in the second block when the entropy level does not exceed the entropy threshold.