Include benchmarking with fio

doc/administration/operations/filesystem_benchmarking.md

@@ -7,10 +7,69 @@ systems.
 
 Normally when talking about filesystem performance the biggest concern is
 with Network Filesystems (NFS). However, even some local disks can have slow
-IO. The information on this page can be used for either scenario.
+I/O. The information on this page can be used for either scenario.
 
 ## Executing benchmarks
 
+### Benchmarking with `fio`
+
+We recommend using
+[fio](https://fio.readthedocs.io/en/latest/fio_doc.html) to test I/O
+performance. This test should be run both on the NFS server and on the
+application nodes that talk to the NFS server.
+
+To install:
+
+- On Ubuntu: `apt install fio`.
+- On `yum`-managed environments: `yum install fio`
+
+Then run the following:
+
+```sh
+fio --randrepeat=1 --ioengine=libaio --direct=1 --gtod_reduce=1 --name=test --filename=/path/to/git-data/testfile --bs=4k --iodepth=64 --size=4G --readwrite=randrw --rwmixread=75
+```
+
+This will create a 4GB file in `/path/to/git-data/testfile`. It performs
+4KB reads and writes using a 75%/25% split within the file, with 64
+operations running at a time. Be sure to delete the file after the test
+completes.
+
+The output will vary depending on what version of `fio` installed. The following
+is an example output from `fio` v2.2.10 on a networked solid-state drive (SSD):
+
+```
+test: (g=0): rw=randrw, bs=4K-4K/4K-4K/4K-4K, ioengine=libaio, iodepth=64
+    fio-2.2.10
+    Starting 1 process
+    test: Laying out IO file(s) (1 file(s) / 1024MB)
+    Jobs: 1 (f=1): [m(1)] [100.0% done] [131.4MB/44868KB/0KB /s] [33.7K/11.3K/0 iops] [eta 00m:00s]
+    test: (groupid=0, jobs=1): err= 0: pid=10287: Sat Feb  2 17:40:10 2019
+      read : io=784996KB, bw=133662KB/s, iops=33415, runt=  5873msec
+      write: io=263580KB, bw=44880KB/s, iops=11219, runt=  5873msec
+      cpu          : usr=6.56%, sys=23.11%, ctx=266267, majf=0, minf=8
+      IO depths    : 1=0.1%, 2=0.1%, 4=0.1%, 8=0.1%, 16=0.1%, 32=0.1%, >=64=100.0%
+         submit    : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.0%, >=64=0.0%
+         complete  : 0=0.0%, 4=100.0%, 8=0.0%, 16=0.0%, 32=0.0%, 64=0.1%, >=64=0.0%
+         issued    : total=r=196249/w=65895/d=0, short=r=0/w=0/d=0, drop=r=0/w=0/d=0
+         latency   : target=0, window=0, percentile=100.00%, depth=64
+
+    Run status group 0 (all jobs):
+       READ: io=784996KB, aggrb=133661KB/s, minb=133661KB/s, maxb=133661KB/s, mint=5873msec, maxt=5873msec
+      WRITE: io=263580KB, aggrb=44879KB/s, minb=44879KB/s, maxb=44879KB/s, mint=5873msec, maxt=5873msec
+```
+
+Notice the `iops` values in this output. In this example, the SSD
+performed 33,415 read operations per second and 11,219 write operations
+per second. A spinning disk might yield 2,000 and 700 read and write
+operations per second.
+
+### Simple benchmarking
+
+NOTE: **Note:** This test is naive but may be useful if `fio` is not
+available on the system. It's possible to receive good results on this
+test but still have poor performance due to read speed and various other
+factors.
+
 The following one-line commands provide a quick benchmark for filesystem write and read
 performance. This will write 1,000 small files to the directory in which it is
 executed, and then read the same 1,000 files.
@@ -56,9 +115,4 @@ sys 0m1.663s
 ```
 
 From experience with multiple customers, this task should take under 10
-seconds to indicate good filesystem performance. 
-
-NOTE: **Note:**
-This test is naive and only evaluates write performance. It's possible to 
-receive good results on this test but still have poor performance due to read 
-speed and various other factors. 
+seconds to indicate good filesystem performance.
\ No newline at end of file