Hot-cold chunks soft-prediction during programming
The present disclosure generally relates to estimating when data to be written will be read or re-written prior to actually writing the data to the memory device. The estimating can be used to smartly route the data to the appropriate memory location at the writing stage or to evict the data from a hot memory location to a colder memory location. To perform the estimating, typical traces or data may be used as may the metadata of the data. Separating data according to the data “temperature” (i.e. the expected access time and frequency), and usage to optimize the SLC partition usage has meaningful impact on several storage metrics such as performance and endurance.
1. A data storage device, comprising:
a memory device, wherein the memory device is non-volatile memory; and
a controller coupled to the memory device, wherein the controller is configured to:
receive a write command;
retrieve data associated with the write command;
determine a temperature for the data, wherein the temperature is an indication of how soon the data is to be re-written or read after writing, wherein determining the temperature comprises comparing metadata of the data to metadata of already written data to find similarities therebetween, wherein a metadata comparison provides a prediction of where to store the data such that similar metadata is to be stored in a same location;
write the data to the memory device, wherein the writing occurs after the determining and to a location of the memory device based upon the comparing;
store logical to physical (L2P) pointer information corresponding to the data in cache, wherein the cache is volatile memory distinct from the memory device;
receive another write command;
retrieve data associated with the another write command;
determine a temperature for the data associated with the another write command;
write the data associated with the another write command to the cache; and
store L2P pointer information corresponding to the data associated with the another write command in the cache.
2. The data storage device of claim 1 , wherein the temperature is classified as cold, hot, or super-hot, wherein super-hot is expected to be read sooner than hot, and wherein hot is expected to be read sooner than cold.
3. The data storage device of claim 1 , wherein the determining comprises:
using traces of data previously written to predict how soon the data is to be re-written or read after the writing.
4. The data storage device of claim 1 , wherein the writing comprises either:
writing the data to single level cell (SLC) memory; or
writing the data to multi-level cell (MLC) memory.
5. The data storage device of claim 1 , wherein the writing comprises writing the data to volatile memory and also to non-volatile memory.
6. The data storage device of claim 5 , wherein the volatile memory is SRAM and wherein the non-volatile memory is single level cell (SLC) memory.
7. The data storage device of claim 1 , wherein the data comprises a chunk of data sized to a flash memory unit (FMU), block, or jumbo-block size.
8. The data storage device of claim 1 , wherein the determining comprises measuring features of each data chunk of the data and organizing the data in a regression approach.