Benchmarking Ceph performance
Ceph includes the rados bench command to do performance benchmarking
on a RADOS storage cluster. The command runs a write test and two types of read tests. The
--no-cleanup option is important to use when testing both read and write
performance.
By default, the rados bench command will delete the objects it has written to the storage pool. Leaving behind these objects allows the two read tests to measure sequential and random read performance.
[ceph: root@host01 /]# echo 3 | sudo tee /proc/sys/vm/drop_caches && sudo syncPrerequisites
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A running IBM Storage Ceph cluster.
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Root-level access to the node.
Procedure
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Create a new storage pool:
Example
[ceph: root@host01 /]# ceph osd pool create testbench 100 100 -
Run a write test for 10 seconds to the newly created storage pool:
Example
[ceph: root@host01 /]# rados bench -p testbench 10 write --no-cleanup Maintaining 16 concurrent writes of 4194304 bytes for up to 10 seconds or 0 objects Object prefix: benchmark_data_cephn1.home.network_10510 sec Cur ops started finished avg MB/s cur MB/s last lat avg lat 0 0 0 0 0 0 - 0 1 16 16 0 0 0 - 0 2 16 16 0 0 0 - 0 3 16 16 0 0 0 - 0 4 16 17 1 0.998879 1 3.19824 3.19824 5 16 18 2 1.59849 4 4.56163 3.87993 6 16 18 2 1.33222 0 - 3.87993 7 16 19 3 1.71239 2 6.90712 4.889 8 16 25 9 4.49551 24 7.75362 6.71216 9 16 25 9 3.99636 0 - 6.71216 10 16 27 11 4.39632 4 9.65085 7.18999 11 16 27 11 3.99685 0 - 7.18999 12 16 27 11 3.66397 0 - 7.18999 13 16 28 12 3.68975 1.33333 12.8124 7.65853 14 16 28 12 3.42617 0 - 7.65853 15 16 28 12 3.19785 0 - 7.65853 16 11 28 17 4.24726 6.66667 12.5302 9.27548 17 11 28 17 3.99751 0 - 9.27548 18 11 28 17 3.77546 0 - 9.27548 19 11 28 17 3.57683 0 - 9.27548 Total time run: 19.505620 Total writes made: 28 Write size: 4194304 Bandwidth (MB/sec): 5.742 Stddev Bandwidth: 5.4617 Max bandwidth (MB/sec): 24 Min bandwidth (MB/sec): 0 Average Latency: 10.4064 Stddev Latency: 3.80038 Max latency: 19.503 Min latency: 3.19824 -
Run a sequential read test for 10 seconds to the storage pool:
Example
[ceph: root@host01 /]# rados bench -p testbench 10 seq sec Cur ops started finished avg MB/s cur MB/s last lat avg lat 0 0 0 0 0 0 - 0 Total time run: 0.804869 Total reads made: 28 Read size: 4194304 Bandwidth (MB/sec): 139.153 Average Latency: 0.420841 Max latency: 0.706133 Min latency: 0.0816332 -
Run a random read test for 10 seconds to the storage pool:
Example
[ceph: root@host01 /]# rados bench -p testbench 10 rand sec Cur ops started finished avg MB/s cur MB/s last lat avg lat 0 0 0 0 0 0 - 0 1 16 46 30 119.801 120 0.440184 0.388125 2 16 81 65 129.408 140 0.577359 0.417461 3 16 120 104 138.175 156 0.597435 0.409318 4 15 157 142 141.485 152 0.683111 0.419964 5 16 206 190 151.553 192 0.310578 0.408343 6 16 253 237 157.608 188 0.0745175 0.387207 7 16 287 271 154.412 136 0.792774 0.39043 8 16 325 309 154.044 152 0.314254 0.39876 9 16 362 346 153.245 148 0.355576 0.406032 10 16 405 389 155.092 172 0.64734 0.398372 Total time run: 10.302229 Total reads made: 405 Read size: 4194304 Bandwidth (MB/sec): 157.248 Average Latency: 0.405976 Max latency: 1.00869 Min latency: 0.0378431 -
To increase the number of concurrent reads and writes, use the
-toption, which the default is 16 threads. Also, the-bparameter can adjust the size of the object being written. The default object size is 4 MB. A safe maximum object size is 16 MB. IBM recommends running multiple copies of these benchmark tests to different pools. Doing this shows the changes in performance from multiple clients.Add the
--run-name LABELoption to control the names of the objects that get written during the benchmark test. Multiplerados benchcommands might be ran simultaneously by changing the--run-namelabel for each running command instance. This prevents potential I/O errors that can occur when multiple clients are trying to access the same object and allows for different clients to access different objects. The--run-nameoption is also useful when trying to simulate a real world workload.Example
[ceph: root@host01 /]# rados bench -p testbench 10 write -t 4 --run-name client1 Maintaining 4 concurrent writes of 4194304 bytes for up to 10 seconds or 0 objects Object prefix: benchmark_data_node1_12631 sec Cur ops started finished avg MB/s cur MB/s last lat avg lat 0 0 0 0 0 0 - 0 1 4 4 0 0 0 - 0 2 4 6 2 3.99099 4 1.94755 1.93361 3 4 8 4 5.32498 8 2.978 2.44034 4 4 8 4 3.99504 0 - 2.44034 5 4 10 6 4.79504 4 2.92419 2.4629 6 3 10 7 4.64471 4 3.02498 2.5432 7 4 12 8 4.55287 4 3.12204 2.61555 8 4 14 10 4.9821 8 2.55901 2.68396 9 4 16 12 5.31621 8 2.68769 2.68081 10 4 17 13 5.18488 4 2.11937 2.63763 11 4 17 13 4.71431 0 - 2.63763 12 4 18 14 4.65486 2 2.4836 2.62662 13 4 18 14 4.29757 0 - 2.62662 Total time run: 13.123548 Total writes made: 18 Write size: 4194304 Bandwidth (MB/sec): 5.486 Stddev Bandwidth: 3.0991 Max bandwidth (MB/sec): 8 Min bandwidth (MB/sec): 0 Average Latency: 2.91578 Stddev Latency: 0.956993 Max latency: 5.72685 Min latency: 1.91967 -
Remove the data created by the
rados benchcommand:Example
[ceph: root@host01 /]# rados -p testbench cleanup