ceph-mds lock 10-second delay

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User response:
1, Using the vi tool to open the file is very slow.
2, Using "ls" and "du" commands is very slow.

How to solve this problem?

The ceph-mds operation log I collected:
------------------------------------------------------------------------------------------------------------
  "description": "client_request(client.26337:550474 open
#100018f693d\/zj_12345067041514269333_20171227031708_6503737997126613699_120.wav
2018-03-09 19:40:01.664683)",
            "initiated_at": "2018-03-09 19:40:01.665946",
            "age": 30.520671,
            "duration": 10.221127,
            "type_data": [
                "done",
                "client.26337:550474",
                "client_request",
                {
                    "client": "client.26337",
                    "tid": 550474
                },
                [
                    {
                        "time": "2018-03-09 19:40:01.665946",
                        "event": "initiated"
                    },
                    {
                        "time": "2018-03-09 19:40:11.885465",
                        "event": "acquired locks"
                    },
                    {
                        "time": "2018-03-09 19:40:11.885772",
                        "event": "replying"
                    },
                    {
                        "time": "2018-03-09 19:40:11.885991",
                        "event": "finishing request"
                    },
                    {
                        "time": "2018-03-09 19:40:11.887036",
                        "event": "cleaned up request"
                    },
                    {
                        "time": "2018-03-09 19:40:11.887073",
                        "event": "done"
                    }
                ]
----------------------------------------------------------------------------------------------------
I found a 10 second delay between "initiated" and "acquired locks" events


My hardware configuration:
1, All osds of hard disk is SSD.
2, osds: 64
3, memory : 256G
4, cpus : 48
5, network: 20000Mb/s
6, ceph version : 10.2.6
7, linux kernel version: 4.13

ceph-mds usage:
1,ceph-mds memory usage: 4G
2,ceph-mds cpu usage rate: 200%
3, files : 30 million small files in cephfs
4, objects: 100 million objects in cephfs_data pool
5, 10 users are operating in their own private folder, data is not shared
6,  Every user uses the AI program to read, write, and search training
files, and he also uses vi tool to edit script files.

ceph osd perf:
---------------------------------------------------------------------------------------------------
osd fs_commit_latency(ms) fs_apply_latency(ms)
  9                     0                    2
  8                     1                    3
  7                     0                    2
 63                     0                    2
 62                     0                    1
 61                     0                    2
 60                     0                    2
  6                     0                    2
 59                     1                    2
 58                     1                    2
 57                     1                    2
 56                     1                    2
 55                     1                    3
 54                     0                    2
 53                     1                    2
---------------------------------------------------------------------------------------------------
So I think delay is not the reason for osd
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