Did maximum performance reached?

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We've built Ceph cluster:
    3 mon nodes (one of them is combined with mds)
    3 osd nodes (each one have 10 osd + 2 ssd for journaling)
    switch 24 ports x 10G
    10 gigabit - for public network
    20 gigabit bonding - between osds
    Ubuntu 12.04.05
    Ceph 0.87.2
-----------------------------------------------------
Clients has:
    10 gigabit for ceph-connection
    CentOS 6.6 with kernel 3.19.8 equipped by cephfs-kmodule



====== fio-2.0.13 seqwrite, bs=1M, filesize=10G, parallel-jobs=16 ===========
Single client:
++++++++++++++++++++++++++++

Starting 16 processes

.....below is just 1 job info....
trivial-readwrite-grid01: (groupid=0, jobs=1): err= 0: pid=10484: Tue Jul 28 13:26:24 2015
  write: io=10240MB, bw=78656KB/s, iops=76 , runt=133312msec
    slat (msec): min=1 , max=117 , avg=13.01, stdev=12.57
    clat (usec): min=1 , max=68 , avg= 3.61, stdev= 1.99
     lat (msec): min=1 , max=117 , avg=13.01, stdev=12.57
    clat percentiles (usec):
     |  1.00th=[    1],  5.00th=[    2], 10.00th=[    2], 20.00th=[    2],
     | 30.00th=[    3], 40.00th=[    3], 50.00th=[    3], 60.00th=[    4],
     | 70.00th=[    4], 80.00th=[    5], 90.00th=[    5], 95.00th=[    6],
     | 99.00th=[    9], 99.50th=[   10], 99.90th=[   23], 99.95th=[   28],
     | 99.99th=[   62]
    bw (KB/s)  : min=35790, max=318215, per=6.31%, avg=78816.91, stdev=26397.76
    lat (usec) : 2=1.33%, 4=54.43%, 10=43.54%, 20=0.56%, 50=0.11%
    lat (usec) : 100=0.03%
  cpu          : usr=0.89%, sys=12.85%, ctx=58248, majf=0, minf=9
  IO depths    : 1=100.0%, 2=0.0%, 4=0.0%, 8=0.0%, 16=0.0%, 32=0.0%, >=64=0.0%
     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=0.0%, >=64=0.0%
     issued    : total=r=0/w=10240/d=0, short=r=0/w=0/d=0

...what's above repeats 16 times...

Run status group 0 (all jobs):
  WRITE: io=163840MB, aggrb=1219.8MB/s, minb=78060KB/s, maxb=78655KB/s, mint=133312msec, maxt=134329msec

+++++++++++++++++++++++++++++++++
Two clients:
+++++++++++++++++++++++++++++++++
....below is just 1 job info....
trivial-readwrite-gridsrv: (groupid=0, jobs=1): err= 0: pid=10605: Tue Jul 28 14:05:59 2015
  write: io=10240MB, bw=43154KB/s, iops=42 , runt=242984msec
    slat (usec): min=991 , max=285653 , avg=23716.12, stdev=23960.60
    clat (usec): min=1 , max=65 , avg= 3.67, stdev= 2.02
     lat (usec): min=994 , max=285664 , avg=23723.39, stdev=23962.22
    clat percentiles (usec):
     |  1.00th=[    2],  5.00th=[    2], 10.00th=[    2], 20.00th=[    2],
     | 30.00th=[    3], 40.00th=[    3], 50.00th=[    3], 60.00th=[    4],
     | 70.00th=[    4], 80.00th=[    5], 90.00th=[    5], 95.00th=[    6],
     | 99.00th=[    8], 99.50th=[   10], 99.90th=[   28], 99.95th=[   37],
     | 99.99th=[   56]
    bw (KB/s)  : min=20630, max=276480, per=6.30%, avg=43328.34, stdev=21905.92
    lat (usec) : 2=0.84%, 4=49.45%, 10=49.13%, 20=0.37%, 50=0.18%
    lat (usec) : 100=0.03%
  cpu          : usr=0.49%, sys=5.68%, ctx=31428, majf=0, minf=9
  IO depths    : 1=100.0%, 2=0.0%, 4=0.0%, 8=0.0%, 16=0.0%, 32=0.0%, >=64=0.0%
     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=0.0%, >=64=0.0%
     issued    : total=r=0/w=10240/d=0, short=r=0/w=0/d=0

...what's above repeats 16 times...

Run status group 0 (all jobs):
  WRITE: io=163840MB, aggrb=687960KB/s, minb=42997KB/s, maxb=43270KB/s, mint=242331msec, maxt=243869msec

--------- And almost the same(?!) aggregated result from the second client: ---------

Run status group 0 (all jobs):
  WRITE: io=163840MB, aggrb=679401KB/s, minb=42462KB/s, maxb=42852KB/s, mint=244697msec, maxt=246941msec

----------------- If I'll summarize: ---------------------
aggrb1 + aggrb2 = 687960KB/s + 679401KB/s = 1367MB/s

it looks like the same bandwidth from just one client aggrb=1219.8MB/s and it was divided? why?
Question: If I'll connect 12 clients nodes - each one can write just on 100MB/s?
Perhaps, I need to scale out our ceph up to 15(how many?) OSD nodes - and it'll serve 2 clients on the 1.3GB/s (bw of 10gig nic), or not?

============================================================================

health HEALTH_OK
     monmap e1: 3 mons at {mon1=192.168.56.251:6789/0,mon2=192.168.56.252:6789/0,mon3=192.168.56.253:6789/0}, election epoch 140, quorum 0,1,2 mon1,mon2,mon3
     mdsmap e12: 1/1/1 up {0=mon3=up:active}
     osdmap e832: 31 osds: 30 up, 30 in
      pgmap v106186: 6144 pgs, 3 pools, 2306 GB data, 1379 kobjects
            4624 GB used, 104 TB / 109 TB avail
                6144 active+clean


Perhaps, I don't understand something in Ceph architecture? I thought, that:

Each spindel-disk can write ~ 100MB/s , and we have 10 SAS disks on each node = aggregated write speed is ~ 900MB/s (because of striping etc.)
And we have 3 OSD nodes, and objects are striped also on 30 osds - I thought it's also aggregateble and we'll get something around 2.5 GB/s, but not...


















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