Method and apparatus for maintaining reliability of a RAID
a method and an apparatus for maintaining reliability of a mapped redundant array of independent disks. The method comprises: determining a first data loss probability, the first data loss probability indicating reliability of a traditional redundant array of independent disks; determining a second data loss probability, the second data loss probability indicating reliability of the mapped redundant array of independent disks; and determining, based on the first and second data loss probabilities, a condition for maintaining the reliability of the mapped redundant array of independent disks. Compared with the prior art, embodiments of the present disclosure can effectively predict the reliability of a mapped RAID through comparison with a traditional RAID, so as to be capable of determining a reliability relationship between the traditional RAID and the mapped RAID. In this way, the reliability of the traditional RAID will not be degraded when being expanded into the mapped RAID.
1. A method of maintaining reliability of a mapped redundant array of independent disks, comprising:
determining a first data loss probability, the first data loss probability indicating reliability of a traditional redundant array of independent disks;
determining a second data loss probability, the second data loss probability indicating reliability of the mapped redundant array of independent disks, wherein each disk of a plurality of disks is divided into a plurality of disk extents, wherein the mapped redundant array of independent disks includes at least a portion of the plurality of disk extents from across the plurality of disks; and
determining, based on the first and second data loss probabilities, a condition for maintaining the reliability of the mapped redundant array of independent disks, wherein determining the condition for maintaining the reliability of the mapped redundant array of independent disks comprises:
determining a first relationship between a first time for rebuilding the traditional redundant array of independent disks and a second time for rebuilding the mapped redundant array of independent disks, such that the second data loss probability does not exceed the first data loss probability;
determining, based on the first relationship, a desired rate for rebuilding the mapped redundant array of independent disks;
determining, based on the desired rate and an actual rate for rebuilding the mapped redundant array of independent disks, a number of disks to be used in the mapped redundant array of independent disks; and
rebuilding the mapped redundant array of independent disks based on the number of disks to be used in the mapped redundant array of independent disks.
2. The method of claim 1 , wherein determining the first data loss probability comprises:
determining a second relationship between a first probability for a single disk failure at any time and the number of disks in the traditional redundant array of independent disks;
determining a third relationship between a second probability for a single disk failure within a predetermined time interval and a length of the predetermined time interval; and
determining the first data loss probability based on the second and third relationships.
3. The method of claim 2 , wherein the second relationship indicates that the first probability for a single disk failure at any time is substantially proportional to the number of disks in the traditional redundant array of independent disks.
4. The method of claim 2 , wherein the third relationship indicates that the second probability for a single disk failure within the predetermined time interval is substantially proportional to the length of the predetermined time interval.
5. The method of claim 2 , wherein determining the second data loss probability comprises:
determining the second data loss probability based on the second and third relationships.
6. An apparatus of maintaining reliability of a mapped redundant array of independent disks, comprising:
a first probability determining module configured to determine a first data loss probability, the first data loss probability indicating reliability of a traditional redundant array of independent disks;
a second probability determining module configured to determine a second data loss probability, the second data loss probability indicating reliability of the mapped redundant array of independent disks, wherein each disk of a plurality of disks is divided into a plurality of disk extents, wherein the mapped redundant array of independent disks includes at least a portion of the plurality of disk extents from across the plurality of disks; and
a condition determining module configured to determine, based on the first and second data loss probabilities, a condition for maintaining the reliability of the mapped redundant array of independent disks, wherein the condition determining module is further configured to:
determine a first relationship between a first time for rebuilding the traditional redundant array of independent disks and a second time for rebuilding the mapped redundant array of independent disks, such that the second data loss probability does not exceed the first data loss probability;
determining, based on the first relationship, a desired rate for rebuilding the mapped redundant array of independent disks;
determining, based on the desired rate and an actual rate for rebuilding the mapped redundant array of independent disks, a number of disks to be used in the mapped redundant array of independent disks; and
rebuilding the mapped redundant array of independent disks based on the number of disks to be used in the mapped redundant array of independent disks.
7. The apparatus of claim 6 , wherein the first probability determining module is further configured to:
determine a second relationship between a first probability for a single disk failure at any time and the number of disks in the traditional redundant array of independent disks;
determine a third relationship between a second probability for a single disk failure within a predetermined time interval and a length of the predetermined time interval; and
determine the first data loss probability based on the second and third relationships.
8. The apparatus of claim 7 , wherein the second relationship indicates that the first probability for a single disk failure at any time is substantially proportional to the number of disks in the traditional redundant array of independent disks.
9. The apparatus of claim 7 , wherein the third relationship indicates that the second probability for a single disk failure within the predetermined time interval is substantially proportional to the length of the predetermined time interval.
10. The apparatus of claim 7 , wherein the second probability determining module is further configured to:
determine the second data loss probability based on the second and third relationships.
11. A computer program product for maintaining reliability of a mapped redundant array of independent disks, the computer program product comprising:
a non-transitory computer readable medium encoded with computer-executable code, the code configured for the execution of:
determining a first data loss probability, the first data loss probability indicating reliability of a traditional redundant array of independent disks;
determining a second data loss probability, the second data loss probability indicating reliability of the mapped redundant array of independent disks, wherein each disk of a plurality of disks is divided into a plurality of disk extents, wherein the mapped redundant array of independent disks includes at least a portion of the plurality of disk extents from across the plurality of disks; and
determining, based on the first and second data loss probabilities, a condition for maintaining the reliability of the mapped redundant array of independent disks, wherein determining the condition for maintaining the reliability of the mapped redundant array of independent disks comprises:
determining a first relationship between a first time for rebuilding the traditional redundant array of independent disks and a second time for rebuilding the mapped redundant array of independent disks, such that the second data loss probability does not exceed the first data loss probability;
determining, based on the first relationship, a desired rate for rebuilding the mapped redundant array of independent disks;
determining, based on the desired rate and an actual rate for rebuilding the mapped redundant array of independent disks, a number of disks to be used in the mapped redundant array of independent disks; and
rebuilding the mapped redundant array of independent disks based on the number of disks to be used in the mapped redundant array of independent disks.
12. The computer program product of claim 11 , wherein determining the first data loss probability comprises:
determining a second relationship between a first probability for a single disk failure at any time and the number of disks in the traditional redundant array of independent disks;
determining a third relationship between a second probability for a single disk failure within a predetermined time interval and a length of the predetermined time interval; and
determining the first data loss probability based on the second and third relationships.
13. The computer program product of claim 12 , wherein the second relationship indicates that the first probability for a single disk failure at any time is substantially proportional to the number of disks in the traditional redundant array of independent disks.
14. The computer program product of claim 12 , wherein the third relationship indicates that the second probability for a single disk failure within the predetermined time interval is substantially proportional to the length of the predetermined time interval.