The acronym RAID (originally redundant array of inexpensive disks, now also known as redundant array of independent disks) refers to a data storage scheme using multiple hard disks to share or replicate data among the disks. Depending on the level chosen, the benefit of RAID is that it increases one or more of data integrity, fault-tolerance, throughput or capacity, when compared to single disks.
There are various RAID configurations, which protect data against disk failure in two main ways. The first of these is mirroring, in which a whole disk is set aside to store a copy of the data on another disk. The second is the use of parity information.
RAID 5 is a method of storing data on disk arrays and involves striping data across the disks in the array. A RAID 5 system maintains parity information for the data and stores it in a stripe to provide data redundancy and to provide the ability to withstand the failure of one disk in the array. The parity information is calculated based on the data stored in the stripe. Every time the data is updated, the parity information also needs to be updated to keep it synchronised with the data.
The number of disks in the array is referred to as the stripe length or stripe width. The amount of data (including parity) that can be stored in a stripe is referred to as the stripe size. The portion of a disk that belongs to one stripe is referred to as a chunk. Each chunk is further divided into a number of logical block addresses (LBAs).
The number of disks in a stripe varies between disk arrays. The stripe width may also be less than the number of disks in the array. For example, the array may have 10 disks, with a stripe width of 5 disks.
The operation of reading or writing to a disk is referred to as an input/output (I/O) operation.
The Read-Modify-Write (RMW) method is one of the methods used in writing data to a RAID 5 system. When data is to be written to a chunk in a RAID 5 system, the RMW method updates the data to the appropriate chunk and also updates the parity chunk to reflect the change.
For example, for a RAID 5 array with 5 disks, a single stripe comprises four data chunks (D1, D2, D3 and D4) and one parity chunk (P). Writing new data (D1′) onto this stripe involves the following steps:
where the symbol ⊕ represents an exclusive OR logical operation, also denoted herein by XOR.
Therefore, the RMW process for a single write requires 4 I/O operations (2 reads and 2 writes) and 2 parity calculations.
In general therefore, for a RAID 5 array having N disks, with a stripe width of N, a single stripe can accommodate a maximum of N−1 data write operations, where a stripe has N−1 data chunks and 1 parity chunk. To accomplish these writes, the RMW algorithm requires 4(N−1) I/O operations and 2(N−1) parity calculations.
The present RMW technique is therefore I/O intensive and is one of the main performance bottlenecks in a RAID 5 system.
Embodiments of the invention will now be described by way of example with reference to the accompanying drawings, in which:
In an example where a single data item (D1′) needs to be written to the disk stripe 50, the conventional Read-Write-Modify process is described below.
The data to be written (D1′) is received and is stored in a first temporary buffer 411 (step s1). The old data D1 is read (step s2) from a first chunk 501 to a second temporary buffer 412 and the old parity information (P) is read from a fifth chunk 505 to a third temporary buffer 413 (step s3).
The old data (D1) and the old parity information (P) are then passed from temporary buffers 412 and 413 to the XOR processor 40 (step s4), where the XOR calculation Pi=P⊕D1 is performed (step s5). The result, the intermediate parity information Pi, is passed to the fourth temporary buffer 414 for storage (step s6).
The intermediate parity information (Pi) and the new data (D1′) are passed from fourth and first temporary buffers 414 and 411 to the XOR processor (step s7) for the XOR calculation P′=Pi⊕D1′ (step s8). The new parity information (P′) is then stored in the fifth temporary buffer 415 (step s9). Finally the new data (D1′) is written from the first temporary buffer 411 to the first chunk 501 (step s10) and the new parity information (P′) is written from the fifth temporary buffer 415 to the fifth chunk 505 (step s11).
In this example, two items of data (D1′ and D3′) are to be written to the disk stripe. The conventional method would require 8 I/O operations and 4 parity calculations. In a system according to the invention, the two writes are combined into a single operation, as described below.
The two items of data (D1′, D3′) are received and stored in first and second temporary buffers 411 and 412 respectively (step s20). The old data (D1 and D3) is read from first chunk 501 and third chunk 503 respectively to temporary buffers 413 and 414 (steps s21, s22). The parity information (P) is read (step s23) from a fifth chunk 505 to a fifth temporary buffer 415. The ordering of steps in the flowchart does not necessarily imply that the steps are carried out in that order. For example, the reading of the parity information and data items can be carried out in any order.
The old data (D1 and D3) and the old parity information (P) are then passed from temporary buffers 413, 414 and 415 respectively (step s24), to the XOR processor 40 for the XOR calculation Pi=P⊕D1⊕D3 (step s25). The intermediate parity information (Pi) is passed (step s26) to a sixth temporary buffer 416 for storage.
The XOR processor 40 is capable of performing XOR operations on more than two blocks of data at a time. For example, in the case of two data writes being performed simultaneously, the XOR processor operates on 3 blocks.
The intermediate parity information (Pi) and the new data (D1′ and D3′) are passed from temporary buffers 416, 411 and 412 respectively to the XOR processor 40 (step s27) for the XOR calculation P′=Pi⊕3D1′⊕D3′ (step s28). The new parity information (P′) is then stored in a seventh temporary buffer 417 (step s29).
Finally the new data (D1′ and D3′) is written from the first and second temporary buffers 411 and 412 to the first and third chunks 501 and 503 (steps s30, s31), and the new parity information (P′) is written from the seventh temporary buffer 417 to the fifth chunk 505 (step s32).
The operation therefore requires 3 reads, 3 writes and 2 parity calculations, saving a total of 2 I/O calculations and 2 parity calculations as compared with the conventional method.
Incoming data to be written to the array is usually stored in a non-volatile disk cache and is flushed to the disks periodically. When the data items in the cache are ready to be flushed to the disk stripes, the system according to the invention determines which items of data can be grouped together to be written to the same disk stripe.
Write operations to the same disk chunk cannot be mixed, and have be resolved at the cache level or performed serially. Write operations to different disk chunks in the same stripe can be mixed, whether or not these are to overlapping or non-overlapping logical block addresses (LBAs).
The modify phase requires allocation of non-volatile buffers (
All new data to be written is temporarily written to a non-volatile cache 60. A selector 42 groups the new data according to data items that can be simultaneously written to the same stripe. For example, the selector selects new data D1′ and D3′ to be written to stripe 50. D1′ is to be written to LBA range 10 to 29 of chunk 501 (to replace the corresponding data of D1). D3′ is to be written to LBA range 40 to 49 of chunk 503 (to replace corresponding data of D3). D1′ is therefore transferred from the non-volatile cache 60 and written into the first buffer 411, having buffer size 20 and D3′ is transferred from the non-volatile cache 60 and into the second buffer 412, having buffer size 10. In an alternative embodiment, data D1′ and D3′ are not copied into temporary buffers and remain in the non-volatile cache before being written to disk.
Therefore:
The parity buffers 415, 416 and 417 are each of block length 40 having data from LBA 10 to 49.
The LBA range 30 to 39 of the intermediate parity information (Pi) and the new parity information (P′) buffers (416, 417) contain unchanged parity, which is read and written back. This is the penalty that is imposed by the RMW_variant method. The worst possible case, involving the above example, would be in the event that the two writes D1′ and D3′ are just 1 LBA in size, and come to addresses 0 and 99. In this event, the additional amount of parity that will be read and written back without modification will be 98 LBAs. This penalty can be minimised by ensuring the sizes of the chunks are small and by preventing significantly non-overlapping writes from happening simultaneously. For example, the maximum distance between two writes is determined and checked against a threshold. If the threshold is exceeded, the data is written serially using the conventional RMW method.
As mentioned above, embodiments of the invention can perform writes irrespective of whether the logical block addresses overlap. There are three types of overlapping write. The first type is when the two writes overlap completely, for example D1′ comes to LBA range 10 to 29 in the first buffer 411 and D3′ comes to LBA range 10 to 29 in the second buffer 412.
The range between the lowest and highest LBAs is 20, so the required buffer size is 20. The corresponding LBA's of D1, D3 and P are read into the third, fourth and fifth buffers 413, 414 and 415 respectively, of size 20.
The same parity calculations are carried out as in the example above, with the intermediate and final parity calculations being stored in sixth and seventh buffers 416 and 417 of size 20.
Finally, first, second and seventh buffers 411, 412 and 417, all of size 20, are written to LBA 10 to 29 of the first, second and fifth chunks 501, 503 and 505 respectively to replace corresponding LBAs of the old data D1, D3 and parity information P.
The second type of overlapping write is where one write is contained wholly within another.
For example, D1′ comes to LBA range 0 to 35 of the first buffer 411 and D3′ comes to LBA range 10 to 29 of the second buffer 412.
In this example, the range between the lowest LBA and the highest LBA is 36, so that the size of the buffers required for the Read phase is 36. The Read phase therefore involves the following steps:
Since the third, fourth and fifth buffers are initially zero filled buffers, the fourth buffer will have data between LBAs 10 and 29, but blocks 0 to 9 will be zeroes, as will blocks 30 to 35.
The intermediate and new parity information are calculated as before and the Write phase involves:
The third type of overlapping write is where both writes have some common overlap and some distinct areas of their own.
For example, D1′ comes to LBA range 10 to 35 in the first buffer 411 and D3′ comes to LBA range 25 to 49 in the second buffer 412.
In this example, the size of the buffers required for the Read phase is (49−10)+1=40. The Read phase therefore involves the following steps:
The intermediate and new parity information is calculated as before and the Write phase involves:
In another embodiment, multiple writes to individual chunks can be performed simultaneously as long as the data items do not overlap. For example two new items of data (D1′a and D1′b) are to be written to data D1 on first chunk 501. Similarly, two new pieces of data (D3′a and D3′b) are to be written to data D3 on third chunk 503. D1′a and D1′b can be grouped, as can D3′a and D3′b. This provides the benefit of one contiguous read and one contiguous write for accessing data on each of D1 and D3 and P. This therefore further reduces the number of I/O's required during the writing of new data. The transfer time of the contiguous reads and writes will be increased because the method may be reading data that it does not actually require. However, a performance benefit is still obtained due to the time saving in the smaller number of I/Os performed.
For example:
The corresponding reads (D1a and D1b, and D3a and D3b) are grouped together to form a read of D1 from LBAs 10-59, D3 from LBAs 40-79 and P from LBAs 10-79. This means that data read from D1 LBAs 30-49 and data from D3 LBAs 50-69 is surplus to requirements. However, the increased transfer time due to reading of this surplus data, is smaller than the time saved due to the smaller number of I/O operations required.
The ‘holes’ in the reads, D1 LBAs 30-49 and D3 LBAs 50-69 are filled in with zeros in the memory buffer. Once again, the time saving from grouping the writes greatly outweighs the extra instructions needed to populate the appropriate memory locations with zeroes. A variation on this is not to fill the holes with zeroes. New data D1′a and D1′b can then be copied into one contiguous buffer at the appropriate locations based on the LBA. This buffer is preferably the same one into which the old data was contiguously read. In this case, D1′a and D1′b can be written out in one write instead of two.
The RMW_variant procedure described above can also be extended to provide full stripe write performance when the amount of new data being written to a stripe is much greater than the number of ‘holes’. This can be done by reading the holes and then performing a full stripe write. This is particularly beneficial in the case of localised random or almost sequential workloads, ie. workloads that are sequential with small holes, and therefore not fully contiguous. Localised random workloads are workloads that write to random locations in the same stripe, so hitting most, but not all the locations in the stripe. For example, a localised random workload may cover a group of I/Os such as 0-5, 87-99, 23-40, 44-86, 6-20, so covering the entire range 0-99, except for holes at 21-22 and 41-43. The method according to the invention can read the data in the holes, write this data to the corresponding locations in a buffer containing the new data and then perform a single full stripe write.
Referring to
The buffer size is then set to be equal to the difference (step s43) and the buffer is filled with zeroes (step s44). During the step of reading old data from the disks to the buffers, the data is written to the location in the buffer that corresponds to the location on the disk (step s45). For example, where the minimum LBA is 20 and the maximum LBA is 49, giving a buffer size of 30, the data in blocks 40 to 49 for one chunk is written to the third segment of the buffer and the first and second segments covering blocks 20 to 39 are left blank.
In one example of the invention, the RMW_variant procedure according to the invention is used when all data drives and parity drive are present and operating correctly. If they are not, the system reverts to the conventional RMW method, to simplify recovery and reconstruction of data. Further, if there are any errors during the Read phase of the RMW_variant procedure, the system reverts to the conventional RMW method. For data integrity, a data structure is maintained that describes the intermediate parity value Pi based on D1, D3 and the unchanged ranges. This may assist with data recovery in the event of an array crash or drive errors. For example, the intermediate parity may contain holes if D1′ and D3′ do not overlap or if they do overlap. The additional data structures help the array to identify whether an RMW_Variant or a conventional RMW operation was being performed at the time of failure. Recovery for RMW_Variant and conventional RMW could then be processed differently.
The RMW_variant procedure can also keep pointers back to the cache addresses where the data resides. This makes recovery simpler because the new parity information can be calculated using the intermediate parity information and any combination of the new data. If the array resets in the middle of the Write phase, the write operations can be re-tried. For data that cannot be written, for example if a drive is missing or failed, the data can be marked out of sync and/or it can be failed back to cache and continue to be held in the cache.
In the conventional RMW procedure, if the array resets any time after calculating the intermediate parity information, the stripe can be restored to a consistent state during power-up. For example, the intermediate parity information is written to the data chunk and zero is written to the parity chunk, or vice versa. The failed writes (D1′ and P′) can then be re-tried on the stripe.
The writing of new parity information P′ and new data D1′ alter the contents of the disk stripe, so that recovery is important when a failure occurs in either of these two steps.
Three error conditions are possible while executing the writing of D1′ and P′ in the conventional procedure, as detailed below:
In this event, the RMW operation is marked as a success and the parity chunk is marked as out of sync. When further writes happen, the parity chunk can be written or a data rebuild procedure relocates all the data to another stripe and recalculates a new parity.
The RMW operation is again marked as a success, and the data chunk is marked as out of sync. The data can be reconstructed whenever needed using all of the other disk chunks. When further writes happen, the data chunk can be written or the rebuild procedure will relocate all the data to another stripe and reconstruct the failed data.
The RMW operation is marked as a failure and the disk stripe is in a data loss condition.
In contrast, the following takes place in the RMW_variant procedure according to an embodiment of the invention.
As shown in
The above steps are non-destructive in the sense that they do not alter the contents of the disk stripe. If any one of the reads in steps 2, 3 or 4 fail, then the RMW_variant can be restarted. If two or more fail, then the stripe is already in a data loss condition.
If the array resets anytime after calculating the intermediate parity (step 5), then the stripe can be brought to a consistent state during power up, by writing the intermediate parity to the parity chunk and zero to the data chunks, as in the conventional case.
Once the stripe is made consistent, the failed writes can be retried:
The above 3 steps alter the contents of the disk stripe, so recovery is important when a failure occurs in any of these steps. Seven error conditions are possible while executing the above three steps:
The RMW operation is deemed a success. Chunk D1′ is marked as out of sync. When further writes happen, the D1 chunk can be written or the rebuild procedure will relocate all data to another stripe and reconstruct D1.
The RMW operation is deemed a failure. The disk stripe is in a data loss condition.
The RMW operation is deemed a failure. The disk stripe is in a data loss condition.
The RMW operation is deemed a failure. The disk stripe is in a data loss condition.
The RMW operation is deemed a failure. The disk stripe is in a data loss condition.
The RMW operation is deemed a success. Chunk D3′ is marked as out of sync. When further writes happen, the D3 chunk can be written or the rebuild procedure will relocate all data to another stripe and reconstruct D1.
The RMW operation is deemed a success. The parity chunk P′ is marked as out of sync. When further writes happen, the parity chunk can be written or the rebuild procedure will relocate all data to another stripe and recalculate the parity.
Number | Date | Country | Kind |
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2036/CHE/2006 | Nov 2006 | IN | national |