Pick Your Pleasure: RAID-0 mdadm Striping or LVM Striping?

The previous section contrasted RAID-0 and LVM from a conceptual perspective, but the question of which one is faster still remains (even if the question isn’t a good one). This section will present a performance comparison of RAID-0 using mdadm and LVM. However, in the interest of time it doesn’t follow our good benchmarking guidelines (a full set of benchmarks would take over 160 hours). In this case IOzone is used as the benchmark.

IOzone is run in two ways: (1) Throughput, and (2) IOPS. Also, only the write, read, random write, and random read tests are run but a range of record sizes will be tested. Unlike tests from previous articles, each test was only run 1 time using ext4. The test system used a stock CentOS 5.3 distribution but with a 2.6.30 kernel (from kernel.org) and e3fsprogs was upgraded to the latest version as of the writing of this article, 1.41.9. The tests were run on the following system:

• GigaByte MAA78GM-US2H motherboard
  
• An AMD Phenom II X4 920 CPU
  
• 8GB of memory
  
• Linux 2.6.30 kernel
  
• The OS and boot drive are on an IBM DTLA-307020 (20GB drive at Ultra ATA/100)
  
• /home is on a Seagate ST1360827AS
  
• There are two drives for testing. They are Seagate ST3500641AS-RK with 16 MB cache each. These are /dev/sdb and /dev/sdc.
  

Both drives, /dev/sdb and /dev/sdc, were used for all of the tests.

To help improve run times, 3 threads were used on the quad-core system. The fourth core was kept for the software RAID or LVM processing. So in the IOzone command lines the “-t 3″ option means that three threads were used. In addition, each thread had a size of 3GB, resulting in a total data size of 12GB. The important point is that the total amount of data is larger than memory (12GB > 8GB).

For the throughput tests, the following IOzone command line was used.

./iozone -Rb spreadsheet_ext4_write_and_read_1K_1.wks -i 0 -i 1 -i 2 -e -+n -r 1k -s 3G -t 3  > output_ext4_write_and_read_1K_1.txt

The command line is shown with a 1KB record size.

The IOPS tests used the following IOzone command line.

./iozone -Rb spreadsheet_ext4_write_and_read_1K_1.wks -i 0 -i 1 -i 2 -e -O -+n -r 1k -s 3G -t 3  > output_ext4_write_and_read_1K_1.txt

The RAID-0 array was constructed relying on defaults as shown in a previous article. The command used to construct the array was the following.

[root@test64 laytonjb]# mdadm --create --verbose /dev/md0 --level raid0 --raid-devices=2 /dev/sdb1 /dev/sdc1

The “chunk size”, or stripe width, defaults to 64KB.

To contrast RAID-0 and LVM they need to be constructed as similarly as possible. This is a bit more difficult in LVM since it is different than RAID. The basics of LVM were discussed in a previous article. After the physical volumes (PV’s) were created they were grouped into a single volume group.

[root@test64 laytonjb]# /usr/sbin/vgcreate primary_vg /dev/sdb1 /dev/sdc1
  Volume group "primary_vg" successfully created
[root@test64 laytonjb]# /usr/sbin/vgdisplay
  --- Volume group ---
  VG Name               primary_vg
  System ID
  Format                lvm2
  Metadata Areas        2
  Metadata Sequence No  1
  VG Access             read/write
  VG Status             resizable
  MAX LV                0
  Cur LV                0
  Open LV               0
  Max PV                0
  Cur PV                2
  Act PV                2
  VG Size               931.52 GB
  PE Size               4.00 MB
  Total PE              238468
  Alloc PE / Size       0 / 0
  Free  PE / Size       238468 / 931.52 GB
  VG UUID               yjkNSQ-416l-f5Bt-RZLt-38NH-8LT6-QfrjeJ

The key to stripe mapping in LVM is how the logical volume is created. For this article the number of stripes (”-i” option) was arbitrarily chosen to be 2, and the stripe width (”-I” option) was chosen to be 64KB to match RAID-0. The total size of the LV was arbitrarily chosen to be 465GB. The command line for creating the LV was the following.

[root@test64 laytonjb]# /usr/sbin/lvcreate -i2 -I64 --size 465G -n test_stripe_volume primary_vg /dev/sdb1 /dev/sdc1
  Logical volume "test_stripe_volume" created
[root@test64 laytonjb]# /usr/sbin/lvdisplay
  --- Logical volume ---
  LV Name                /dev/primary_vg/test_stripe_volume
  VG Name                primary_vg
  LV UUID                igTRtk-wcqn-YVzR-HNQh-Ki2b-HznC-HcW589
  LV Write Access        read/write
  LV Status              available
  # open                 0
  LV Size                465.00 GB
  Current LE             119040
  Segments               1
  Allocation             inherit
  Read ahead sectors     auto
  - currently set to     512
  Block device           253:0

Then the file system is created using the logical volume test_stripe_volume.

[root@test64 laytonjb]# /sbin/mkfs -t ext4 /dev/primary_vg/test_stripe_volume
mke2fs 1.41.9 (22-Aug-2009)
Filesystem label=
OS type: Linux
Block size=4096 (log=2)
Fragment size=4096 (log=2)
30474240 inodes, 121896960 blocks
6094848 blocks (5.00%) reserved for the super user
First data block=0
Maximum filesystem blocks=4294967296
3720 block groups
32768 blocks per group, 32768 fragments per group
8192 inodes per group
Superblock backups stored on blocks:
        32768, 98304, 163840, 229376, 294912, 819200, 884736, 1605632, 2654208,
        4096000, 7962624, 11239424, 20480000, 23887872, 71663616, 78675968,
        102400000

Writing inode tables: done
Creating journal (32768 blocks): done
Writing superblocks and filesystem accounting information: done

This filesystem will be automatically checked every 21 mounts or
180 days, whichever comes first.  Use tune2fs -c or -i to override.

RAID-0 and LVM Test Results

The two tables below present the throughput and IOPS results for both RAID-0 and LVM. Table 1 contains the throughput results.

Table 1 - Throughput Tests

Table 2 below contains the throughput results for both RAID-0 and LVM.

Table 2 - IOPS Tests

Even though the results did not follow our good benchmarking habits, which really limits our ability to make any conclusions, it is interesting to do a quick comparison.

• For both RAID-0 and LVM, as the record size increases, write throughput performance increases slightly and read performance remains about the same. Both random read and random write performance increases fairly dramatically as the record size increases.
  
• For both RAID-0 and LVM, as the record size increases write IOPS and read IOPS decreases dramatically (this is logical since you have fewer records reducing the IOPS). The same is true for random read IOPS and random write IOPS.
  
• Finally, while it is almost impossible to justify comparing RAID-0 and LVM performance, human nature will push it us to do a comparison. It appears as though RAID-0 offers a bit better throughput performance than LVM, particularly at the very small record sizes. The same is true for IOPS.
  

Summary

A fairly common question people ask is whether it is better to use data striping with RAID-0 (mdadm) or LVM. But in reality the two are different concepts. RAID is all about performance and/or data reliability while LVM is about storage and file system management. Ideally you can combine the two concepts but that’s the subject of another article or two.

In the interest of trying to answer the orignal question of which one is better, a quick test was run with IOzone. We did not use our good benchmarking skills in the interest of time, but the test results give some feel for the performance of both approaches. The performance was actually fairly close except for small record sizes (1KB - 8KB) where RAID-0 was much better.