Why my cluster performance is so bad?

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My ceph cluster config:
7 nodes(including 3 mons, 3 mds).
9 SATA HDD in every node and each HDD as an OSD&journal(deployed by ceph-deploy).
CPU:  32core
Mem: 64GB
public network: 1Gbx2 bond0,
cluster network: 1Gbx2 bond0.

The read bw is 109910KB/s for 1M-read, and 34329KB/s for 1M-write.
Why is it so bad?
Anyone who can give me some suggestion?


fio jobfile:
[global]
direct=1
thread
ioengine=psync
size=10G
runtime=300
time_based
iodepth=10
group_reporting
stonewall
filename=/mnt/rbd/data

[read1M]
bs=1M
rw=read
numjobs=1
name=read1M

[write1M]
bs=1M
rw=write
numjobs=1
name=write1M

[read4k-seq]
bs=4k
rw=read
numjobs=8
name=read4k-seq

[read4k-rand]
bs=4k
rw=randread
numjobs=8
name=read4k-rand

[write4k-seq]
bs=4k
rw=write
numjobs=8
name=write4k-seq

[write4k-rand]
bs=4k
rw=randwrite
numjobs=8
name=write4k-rand


and the fio result is as follows:

read1M: (g=0): rw=read, bs=1M-1M/1M-1M/1M-1M, ioengine=psync, iodepth=10
write1M: (g=1): rw=write, bs=1M-1M/1M-1M/1M-1M, ioengine=psync, iodepth=10
read4k-seq: (g=2): rw=read, bs=4K-4K/4K-4K/4K-4K, ioengine=psync, iodepth=10
...
read4k-rand: (g=3): rw=randread, bs=4K-4K/4K-4K/4K-4K, ioengine=psync, iodepth=10
...
write4k-seq: (g=4): rw=write, bs=4K-4K/4K-4K/4K-4K, ioengine=psync, iodepth=10
...
write4k-rand: (g=5): rw=randwrite, bs=4K-4K/4K-4K/4K-4K, ioengine=psync, iodepth=10
...
fio-2.3
Starting 34 threads
read1M: Laying out IO file(s) (1 file(s) / 10240MB)
Jobs: 8 (f=8): [_(26),w(8)] [18.8% done] [0KB/1112KB/0KB /s] [0/278/0 iops] [eta 02h:10m:00s]         
read1M: (groupid=0, jobs=1): err= 0: pid=17606: Tue Feb 23 14:28:45 2016
  read : io=32201MB, bw=109910KB/s, iops=107, runt=300007msec
    clat (msec): min=1, max=74, avg= 9.31, stdev= 2.78
     lat (msec): min=1, max=74, avg= 9.31, stdev= 2.78
    clat percentiles (usec):
     |  1.00th=[ 1448],  5.00th=[ 2040], 10.00th=[ 3952], 20.00th=[ 9792],
     | 30.00th=[ 9920], 40.00th=[ 9920], 50.00th=[ 9920], 60.00th=[10048],
     | 70.00th=[10176], 80.00th=[10304], 90.00th=[10688], 95.00th=[10944],
     | 99.00th=[11968], 99.50th=[19072], 99.90th=[27008], 99.95th=[29568],
     | 99.99th=[38144]
    bw (KB  /s): min=93646, max=139912, per=100.00%, avg=110022.09, stdev=7759.48
    lat (msec) : 2=4.20%, 4=5.98%, 10=43.37%, 20=46.00%, 50=0.45%
    lat (msec) : 100=0.01%
  cpu          : usr=0.05%, sys=0.81%, ctx=32209, majf=0, minf=1055
  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=32201/w=0/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=10
write1M: (groupid=1, jobs=1): err= 0: pid=23779: Tue Feb 23 14:28:45 2016
  write: io=10058MB, bw=34329KB/s, iops=33, runt=300018msec
    clat (msec): min=20, max=565, avg=29.80, stdev= 8.84
     lat (msec): min=20, max=565, avg=29.83, stdev= 8.84
    clat percentiles (msec):
     |  1.00th=[   22],  5.00th=[   22], 10.00th=[   23], 20.00th=[   30],
     | 30.00th=[   31], 40.00th=[   31], 50.00th=[   31], 60.00th=[   31],
     | 70.00th=[   31], 80.00th=[   32], 90.00th=[   32], 95.00th=[   33],
     | 99.00th=[   35], 99.50th=[   38], 99.90th=[  118], 99.95th=[  219],
     | 99.99th=[  322]
    bw (KB  /s): min= 3842, max=40474, per=100.00%, avg=34408.82, stdev=2751.05
    lat (msec) : 50=99.83%, 100=0.06%, 250=0.06%, 500=0.04%, 750=0.01%
  cpu          : usr=0.11%, sys=0.22%, ctx=10101, majf=0, minf=1050
  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=10058/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=10
read4k-seq: (groupid=2, jobs=8): err= 0: pid=27771: Tue Feb 23 14:28:45 2016
  read : io=12892MB, bw=44003KB/s, iops=11000, runt=300002msec
    clat (usec): min=143, max=38808, avg=725.61, stdev=457.02
     lat (usec): min=143, max=38808, avg=725.75, stdev=457.03
    clat percentiles (usec):
     |  1.00th=[  270],  5.00th=[  358], 10.00th=[  398], 20.00th=[  462],
     | 30.00th=[  510], 40.00th=[  548], 50.00th=[  588], 60.00th=[  652],
     | 70.00th=[  732], 80.00th=[  876], 90.00th=[ 1176], 95.00th=[ 1576],
     | 99.00th=[ 2640], 99.50th=[ 3024], 99.90th=[ 4128], 99.95th=[ 4448],
     | 99.99th=[ 4960]
    bw (KB  /s): min=  958, max=12784, per=12.51%, avg=5505.10, stdev=2094.64
    lat (usec) : 250=0.27%, 500=27.64%, 750=44.00%, 1000=13.45%
    lat (msec) : 2=11.65%, 4=2.88%, 10=0.12%, 20=0.01%, 50=0.01%
  cpu          : usr=0.44%, sys=1.64%, ctx=3300370, majf=0, minf=237
  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=3300226/w=0/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=10
read4k-rand: (groupid=3, jobs=8): err= 0: pid=29341: Tue Feb 23 14:28:45 2016
  read : io=3961.9MB, bw=13520KB/s, iops=3380, runt=300061msec
    clat (usec): min=222, max=1033.9K, avg=2364.21, stdev=7609.07
     lat (usec): min=222, max=1033.9K, avg=2364.37, stdev=7609.07
    clat percentiles (usec):
     |  1.00th=[  402],  5.00th=[  474], 10.00th=[  556], 20.00th=[  684],
     | 30.00th=[  772], 40.00th=[  828], 50.00th=[  876], 60.00th=[  924],
     | 70.00th=[  980], 80.00th=[ 1048], 90.00th=[ 1304], 95.00th=[ 9408],
     | 99.00th=[40704], 99.50th=[55040], 99.90th=[85504], 99.95th=[98816],
     | 99.99th=[130560]
    bw (KB  /s): min=   16, max= 3096, per=12.53%, avg=1694.57, stdev=375.66
    lat (usec) : 250=0.01%, 500=6.78%, 750=19.91%, 1000=46.99%
    lat (msec) : 2=18.68%, 4=0.77%, 10=2.07%, 20=2.00%, 50=2.17%
    lat (msec) : 100=0.58%, 250=0.05%, 500=0.01%, 2000=0.01%
  cpu          : usr=0.19%, sys=0.56%, ctx=1014562, majf=0, minf=3463
  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=1014228/w=0/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=10
write4k-seq: (groupid=4, jobs=8): err= 0: pid=1012: Tue Feb 23 14:28:45 2016
  write: io=417684KB, bw=1392.2KB/s, iops=348, runt=300025msec
    clat (msec): min=1, max=961, avg=22.98, stdev=61.67
     lat (msec): min=1, max=961, avg=22.98, stdev=61.67
    clat percentiles (msec):
     |  1.00th=[    3],  5.00th=[    3], 10.00th=[    3], 20.00th=[    3],
     | 30.00th=[    3], 40.00th=[    3], 50.00th=[    3], 60.00th=[    3],
     | 70.00th=[    4], 80.00th=[    4], 90.00th=[   76], 95.00th=[  151],
     | 99.00th=[  310], 99.50th=[  379], 99.90th=[  529], 99.95th=[  586],
     | 99.99th=[  791]
    bw (KB  /s): min=    4, max= 1568, per=12.88%, avg=179.28, stdev=149.54
    lat (msec) : 2=0.02%, 4=84.42%, 10=0.15%, 20=0.02%, 50=2.71%
    lat (msec) : 100=4.71%, 250=6.14%, 500=1.70%, 750=0.11%, 1000=0.01%
  cpu          : usr=0.04%, sys=0.26%, ctx=208926, majf=0, minf=223
  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=104421/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=10
write4k-rand: (groupid=5, jobs=8): err= 0: pid=5210: Tue Feb 23 14:28:45 2016
  write: io=358724KB, bw=1195.7KB/s, iops=298, runt=300025msec
    clat (msec): min=2, max=1424, avg=26.76, stdev=45.71
     lat (msec): min=2, max=1424, avg=26.76, stdev=45.71
    clat percentiles (msec):
     |  1.00th=[    3],  5.00th=[    3], 10.00th=[    3], 20.00th=[    3],
     | 30.00th=[    4], 40.00th=[    4], 50.00th=[    4], 60.00th=[    4],
     | 70.00th=[    5], 80.00th=[   62], 90.00th=[   92], 95.00th=[  116],
     | 99.00th=[  165], 99.50th=[  192], 99.90th=[  330], 99.95th=[  506],
     | 99.99th=[ 1074]
    bw (KB  /s): min=    3, max= 1045, per=12.62%, avg=150.75, stdev=72.67
    lat (msec) : 4=66.90%, 10=4.74%, 20=0.04%, 50=4.10%, 100=16.32%
    lat (msec) : 250=7.71%, 500=0.12%, 750=0.03%, 1000=0.02%, 2000=0.01%
  cpu          : usr=0.04%, sys=0.22%, ctx=181061, majf=0, minf=3460
  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=89681/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=10

Run status group 0 (all jobs):
   READ: io=32201MB, aggrb=109910KB/s, minb=109910KB/s, maxb=109910KB/s, mint=300007msec, maxt=300007msec

Run status group 1 (all jobs):
  WRITE: io=10058MB, aggrb=34329KB/s, minb=34329KB/s, maxb=34329KB/s, mint=300018msec, maxt=300018msec

Run status group 2 (all jobs):
   READ: io=12892MB, aggrb=44002KB/s, minb=44002KB/s, maxb=44002KB/s, mint=300002msec, maxt=300002msec

Run status group 3 (all jobs):
   READ: io=3961.9MB, aggrb=13520KB/s, minb=13520KB/s, maxb=13520KB/s, mint=300061msec, maxt=300061msec

Run status group 4 (all jobs):
  WRITE: io=417684KB, aggrb=1392KB/s, minb=1392KB/s, maxb=1392KB/s, mint=300025msec, maxt=300025msec

Run status group 5 (all jobs):
  WRITE: io=358724KB, aggrb=1195KB/s, minb=1195KB/s, maxb=1195KB/s, mint=300025msec, maxt=300025msec

Disk stats (read/write):
  rbd0: ios=4378850/204497, merge=0/10238, ticks=5213536/1162412, in_queue=6374696, util=99.44%
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