Adapting behavior of solid-state drive using real usage model
An embodiment is a technique to adapt behavior of a solid-state drive (SSD) to extend lifespan of the SSD. Real environmental information is received from an environmental processor. The real environmental information corresponds to an environment of the SSD. A behavior model is selected based on a real environmental model and an internal data usage model. If a new behavior model is selected, the environmental processor is informed about the new behavior model. The environmental processor sends control commands to a power management module to apply new power policy to the SSD. Information on the new behavior model is made available for query. If current behavior model is selected, the current behavior model is maintained.
1. A method comprising:
deriving a set of optimal solid-state drive (SSD) operations corresponding to a model environment and a model usage of a SSD in a real usage model, the real usage model being created from an environmental profile, a usage profile, and an initial usage model;
obtaining an environmental parameter representative of a current environment and an usage parameter representative of a current usage of the SSD;
asserting a match if the current environment and the current usage match with the model environment and the model usage, respectively; and
adapting behavior of the SSD using the set of optimal SSD operations if the match is asserted.
2. The method of claim 1 wherein deriving comprises:
determining the set of optimal SSD operations that result in optimal use of the SSD to extend lifespan of the SSD.
3. The method of claim 1 wherein obtaining comprises:
collecting environmental sensing data from an environmental sensor being at least one of a temperature sensor, a humidity sensor, a pressure sensor, and an illuminance sensor; and
determining statistics of SSD operations.
4. The method of claim 1 wherein asserting the match comprises:
substituting the environmental parameter and the usage parameter into a parametric expression of the real usage model;
calculating a reliability indicator of the substituted parametric expression; and
asserting the match if the reliability indicator exceeds a reliability threshold.
5. The method of claim 3 wherein adapting the behavior comprises one of:
performing an adaptive wear leveling; and
transferring small random write operations to a buffer to reduce fragmentation.
6. A circuit comprising:
a solid-state drive (SSD) processor coupled to an SSD;
an environmental sensor to provide environmental sensing data; and
a usage monitor coupled to the SSD processor and the environmental sensor to provide real usage environment information, the usage monitor comprising a usage processor and a memory coupled to the usage processor, the memory storing instructions that, when executed by the usage processor, cause the usage processor to perform operations comprising:
deriving a set of optimal solid-state drive (SSD) operations corresponding to a model environment and a model usage of a SSD in a real usage model, the real usage model being created from an environmental profile, a usage profile, and an initial usage model,
obtaining an environmental parameter representative of a current environment and an usage parameter representative of a current usage of the SSD,
asserting a match if the current environment and the current usage match with the model environment and the model usage, respectively, and adapting behavior of the SSD using the set of optimal SSD operations if the match is asserted.
7. The circuit of claim 6 wherein the instructions causing the usage processor to perform deriving comprises instructions that cause the usage processor to perform operations comprising:
determining the set of optimal SSD operations that result in optimal use of the SSD to extend lifespan of the SSD.
8. The circuit of claim 6 wherein the instructions causing the usage processor to perform deriving obtaining comprises instructions that cause the usage processor to perform operations comprising:
collecting environmental sensing data from an environmental sensor being at least one of a temperature sensor, a humidity sensor, a pressure sensor, and an illuminance sensor; and
determining statistics of SSD operations.
9. The circuit of claim 6 wherein the instructions causing the usage processor to perform asserting the match comprises instructions that cause the usage processor to perform operations comprising:
substituting the environmental parameter and the usage parameter into a parametric expression of the real usage model;
calculating a reliability indicator of the substituted parametric expression; and
asserting the match if the reliability indicator exceeds a reliability threshold.
10. The circuit of claim 8 wherein the instructions causing the usage processor to perform adapting the behavior comprises instructions that cause the usage processor to perform operations comprising one of:
performing an adaptive wear leveling; and
transferring small random write operations to a buffer to reduce fragmentation.
11. A method comprising:
receiving real environmental information from an environmental processor, the real environmental information corresponding to an environment of a solid-state drive (SSD);
choosing a behavior model based on a real environmental model and an internal data usage model;
if a new behavior model is chosen,
informing the environmental processor about the new behavior model,
sending control commands to a power management module to apply new power policy to the SSD, and
making information on the new behavior model available for query;
else
maintaining current behavior model.