Replication lag in block storage

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We've been seeing this issue on all of our dumpling clusters, and I'm wondering what might be the cause of it. 

In dump_historic_ops, the time between op_applied and sub_op_commit_rec or the time between commit_sent and sub_op_applied is extremely high. Some of the osd_sub_ops are as long as 100 ms. A sample dump_historic_ops is included at the bottom.

At first, I thought it may have something to do with colocation of MONs on some of the OSD nodes, but ruled that out by moving MONs off.

I also have a cluster of all SSDs, and this is still happening.

The boxes have 64GB RAM (or more), 16 hyperthreaded cores, and are on the Linux 3.8 kernel.

I believe I've ruled out network latency with hping3, and I've tested throughput with iperf.

root@ceph-2001:/home/ceph_deploy# ceph --admin-daemon /var/run/ceph/ceph-osd.0.asok dump_historic_ops
{ "num to keep": 20,
  "duration to keep": 600,
  "Ops": [
        { "description": "osd_sub_op(client.10860160.0:714612038 4.18d0 c24ab8d0\/rbd_data.7078502ae8944a.0000000000077ad3\/head\/\/4 [] v 7198'104899 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:32:55.227680",
          "age": "425.703917",
          "duration": "0.067519",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:32:55.228428",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:32:55.228644",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:32:55.228785",
                      "event": "started"},
                    { "time": "2014-03-13 18:32:55.229030",
                      "event": "started"},
                    { "time": "2014-03-13 18:32:55.229109",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:32:55.229219",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:32:55.229548",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:32:55.229706",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:32:55.295124",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:32:55.295199",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860160.0:714619302 4.10a 598610a\/rbd_data.7078502ae8944a.00000000000a81a8\/head\/\/4 [] v 7198'159184 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:33:23.868750",
          "age": "397.062847",
          "duration": "0.074642",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:33:23.869263",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:33:23.869392",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:33:23.869437",
                      "event": "started"},
                    { "time": "2014-03-13 18:33:23.869615",
                      "event": "started"},
                    { "time": "2014-03-13 18:33:23.869664",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:33:23.869795",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:33:23.870052",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:33:23.870160",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:33:23.943309",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:33:23.943392",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860178.0:106690364 4.4b5 397564b5\/rbd_data.7070772ae8944a.000000000000b793\/head\/\/4 [] v 7198'80545 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:34:35.821056",
          "age": "325.110541",
          "duration": "0.053297",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:34:35.821479",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:34:35.821587",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:34:35.821627",
                      "event": "started"},
                    { "time": "2014-03-13 18:34:35.821816",
                      "event": "started"},
                    { "time": "2014-03-13 18:34:35.821867",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:34:35.822044",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:34:35.822543",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:34:35.822676",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:34:35.874162",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:34:35.874353",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860178.0:106690369 4.4b5 397564b5\/rbd_data.7070772ae8944a.000000000000b793\/head\/\/4 [] v 7198'80546 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:34:35.826622",
          "age": "325.104975",
          "duration": "0.048853",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:34:35.826988",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:34:35.827141",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:34:35.827189",
                      "event": "started"},
                    { "time": "2014-03-13 18:34:35.827357",
                      "event": "started"},
                    { "time": "2014-03-13 18:34:35.827404",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:34:35.827541",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:34:35.827790",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:34:35.827937",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:34:35.875371",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:34:35.875475",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860160.0:714665833 4.bcb 6debabcb\/rbd_data.7078502ae8944a.0000000000071d82\/head\/\/4 [] v 7198'71809 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:36:21.297822",
          "age": "219.633775",
          "duration": "0.049018",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:36:21.298406",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:36:21.298541",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:36:21.298622",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:21.298835",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:21.298882",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:36:21.299038",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:36:21.299613",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:36:21.299762",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:36:21.346764",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:36:21.346840",
                      "event": "done"}]]},
        { "description": "osd_op(client.10860160.0:714671894 rbd_data.7078502ae8944a.000000000000e6f4 [sparse-read 2392064~16384] 4.f1750679 e7198)",
          "received_at": "2014-03-13 18:36:43.136049",
          "age": "197.795548",
          "duration": "0.064230",
          "type_data": [
                "started",
                { "client": "client.10860160",
                  "tid": 714671894},
                [
                    { "time": "2014-03-13 18:36:43.136428",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:36:43.136554",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:36:43.195083",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:43.200279",
                      "event": "done"}]]},
        { "description": "osd_op(client.10860160.0:714673265 rbd_data.7078502ae8944a.000000000000f35b [sparse-read 3162112~16384] 4.c53c5ce6 e7198)",
          "received_at": "2014-03-13 18:36:49.162335",
          "age": "191.769262",
          "duration": "0.063587",
          "type_data": [
                "started",
                { "client": "client.10860160",
                  "tid": 714673265},
                [
                    { "time": "2014-03-13 18:36:49.162698",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:36:49.162839",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:36:49.225742",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:49.225922",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860160.0:714673392 4.6c1 368946c1\/rbd_data.7078502ae8944a.0000000000057f64\/head\/\/4 [] v 7198'80856 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:36:49.466294",
          "age": "191.465303",
          "duration": "0.047405",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:36:49.466953",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:36:49.467122",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:36:49.467176",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:49.467413",
                      "event": "started"},
                    { "time": "2014-03-13 18:36:49.467479",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:36:49.467601",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:36:49.467854",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:36:49.467942",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:36:49.513613",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:36:49.513699",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860160.0:714677360 4.bcb 56a20bcb\/rbd_data.7078502ae8944a.0000000000054db6\/head\/\/4 [] v 7198'71813 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:37:04.528732",
          "age": "176.402865",
          "duration": "0.060755",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:37:04.529274",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:37:04.529402",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:37:04.529458",
                      "event": "started"},
                    { "time": "2014-03-13 18:37:04.529617",
                      "event": "started"},
                    { "time": "2014-03-13 18:37:04.529667",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:37:04.529835",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:37:04.530129",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:37:04.530319",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:37:04.589412",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:37:04.589487",
                      "event": "done"}]]},
        { "description": "osd_op(client.10860160.0:714691448 rbd_data.7078502ae8944a.0000000000077b5f [sparse-read 1081344~16384] 4.4c4ed357 e7198)",
          "received_at": "2014-03-13 18:37:56.306260",
          "age": "124.625337",
          "duration": "0.061185",
          "type_data": [
                "started",
                { "client": "client.10860160",
                  "tid": 714691448},
                [
                    { "time": "2014-03-13 18:37:56.306634",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:37:56.306751",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:37:56.367205",
                      "event": "started"},
                    { "time": "2014-03-13 18:37:56.367445",
                      "event": "done"}]]},
        { "description": "osd_sub_op(client.10860160.0:714694290 4.4b5 f33b04b5\/rbd_data.7078502ae8944a.00000000000b30ef\/head\/\/4 [] v 7198'80561 snapset=0=[]:[] snapc=0=[])",
          "received_at": "2014-03-13 18:38:07.092178",
          "age": "113.839419",
          "duration": "0.047158",
          "type_data": [
                "commit sent; apply or cleanup",
                [
                    { "time": "2014-03-13 18:38:07.092706",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:38:07.092889",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:38:07.092958",
                      "event": "started"},
                    { "time": "2014-03-13 18:38:07.093142",
                      "event": "started"},
                    { "time": "2014-03-13 18:38:07.093195",
                      "event": "commit_queued_for_journal_write"},
                    { "time": "2014-03-13 18:38:07.093317",
                      "event": "write_thread_in_journal_buffer"},
                    { "time": "2014-03-13 18:38:07.093569",
                      "event": "journaled_completion_queued"},
                    { "time": "2014-03-13 18:38:07.093661",
                      "event": "commit_sent"},
                    { "time": "2014-03-13 18:38:07.139224",
                      "event": "sub_op_applied"},
                    { "time": "2014-03-13 18:38:07.139336",
                      "event": "done"}]]},
        { "description": "osd_op(client.10860160.0:714694853 rbd_data.7078502ae8944a.0000000000068793 [sparse-read 3489792~16384] 4.7465582b e7198)",
          "received_at": "2014-03-13 18:38:09.268594",
          "age": "111.663003",
          "duration": "0.063490",
          "type_data": [
                "started",
                { "client": "client.10860160",
                  "tid": 714694853},
                [
                    { "time": "2014-03-13 18:38:09.268926",
                      "event": "waiting_for_osdmap"},
                    { "time": "2014-03-13 18:38:09.269085",
                      "event": "reached_pg"},
                    { "time": "2014-03-13 18:38:09.325435",
                      "event": "started"},
                    { "time": "2014-03-13 18:38:09.332084",
                      "event": "done"}]]},
        { "description": "osd_op(client.10860178.0:106692813 rbd_data.7070772ae8944a.0000000000000001 [write 1183744~4096] 4.fa9322b8 e7198)",
          "received_at": "2014-03-13 18:38:21.881596",
          "age": "99.050001",
          "duration": "0.091794",
          "type_data": [
                "commit sent; apply or cleanup",
                { "client": "client.10860178",
                  "tid": 106692813},
                [
                    { "time": "2014-03-13 18:38:21.882027",
                      "event": "waiting_for_osdmap"},
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                    { "time": "2014-03-13 18:38:21.882910",
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                "commit sent; apply or cleanup",
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                    { "time": "2014-03-13 18:39:48.167957",
                      "event": "started"},
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                "commit sent; apply or cleanup",
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                    { "time": "2014-03-13 18:39:54.490133",
                      "event": "done"}]]}]}
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