Controlling a cooling fan for a storage array
Some embodiments of the present invention provide a system that controls a cooling fan for a storage array. During operation, an input-output (I/O) metric of the storage array is monitored. Then, the cooling fan is controlled based on the I/O metric.
1. A method for controlling a cooling fan for a storage array, the method comprising:
receiving a pattern-recognition model that is generated during a training phase by using a computer system,
wherein the pattern-recognition model is generated based on measuring at least one of a read rate or a write rate for a training storage array using an input-output metric monitor;
measuring corresponding thermal dynamics for the training storage array using a temperature sensor in the training storage array;
generating the pattern-recognition model based on the measured at least one of the read rate or the write rate for the training storage array and the measured corresponding thermal dynamics for the training storage array; and
using the pattern-recognition model to generate a signal to control a cooling fan based on the at least one of the read rate or the write rate for the storage array.
2. The method of claim 1 , wherein the pattern-recognition model includes a nonlinear nonparametric model.
3. The method of claim 1 , further comprising:
while monitoring the at least one of the read rate or the write rate for the storage array, recording the at least one of the read rate or the write rate for the storage array at two or more different times, wherein each record comprises an indication of the temporal relationship between the recorded at least one of the read rate or the write rate for the storage array.
4. The method of claim 1 , wherein controlling the cooling fan includes using a multiple input, multiple output (MIMO) controller that controls the fan speed based on correlations, generated during a training phase, between the at least one of the read rate or the write rate for the storage array and a temperature of the storage array.
5. The method of claim 1 , wherein the storage array includes a disk drive storage array.
6. A computer-readable storage medium storing instructions that when executed by a computer cause the computer to perform a method for controlling a cooling fan for a storage array, the method comprising:
receiving a pattern-recognition model that is generated during a training phase by using a computer system,
wherein the pattern-recognition model is aenerated based on measuring at least one of a read rate or a write rate for a training storage array using an input-output metric monitor;
measuring corresponding thermal dynamics for the training storage array using a temperature sensor in the training storage array;
generating the pattern-recognition model based on the measured at least one of the read rate or the write rate for the training storage array and the measured corresponding thermal dynamics for the training storage array; and
using the pattern-recognition model to generate a signal to control a cooling fan based on the at least one of the read rate or the write rate for the storage array.
7. The computer-readable storage medium of claim 6 ,
wherein the pattern-recognition model includes a nonlinear nonparametric model.
8. The computer-readable storage medium of claim 6 , further comprising:
while monitoring the at least one of the read rate or the write rate for the storage array, recording at least one of the read rate or the write rate for the storage array at two or more different times, wherein each record comprises an indication of the temporal relationship between the recorded at least one of the read rate or the write rate for the storage array.
9. The computer-readable storage medium of claim 6 , wherein controlling the cooling fan includes using a multiple input, multiple output (MIMO) controller that controls the fan speed based on correlations, generated during a training phase, between the at least one of the read rate or the write rate for the storage array and a temperature of the storage array.
10. The computer-readable storage medium of claim 6 , wherein the storage array includes a disk drive storage array.
11. An apparatus that controls a cooling fan for a storage array, the apparatus comprising:
a receiving mechanism that receives a pattern-recognition model that is generated during a training phase by using a computer system, wherein the pattern-recognition model is generated based on at least one of a read rate or a write rate for a training storage array using an input-output metric monitor and corresponding thermal dynamics for the training storage array, and
wherein the pattern-recognition model is generated by causing the computer system to at least one of read from or write to the training storage array at a predetermined level or in a predetermined a monitoring mechanism that monitors at least one of a read rate or a write rate for the storage array; and
a controlling mechanism that uses the pattern-recognition model to generate a signal to control a cooling fan based on the at least one of the read rate or the write rate for the storage array.
12. The method of claim 1 , wherein the model is generated by causing the computer system to at least one of read from or write to the training storage array in a predetermined pattern.
13. The method of claim 1 , wherein the model is generated by causing the computer system to at least one of read from or write to the training storage array at a predetermined level.