I set up a fresh 1GB VPS server instance dedicated solely to MySQL. Everything seems to be working great. However, I noticed that mysqld memory usage quickly grows and sort of peaks out at about 700MB (as expected), but then it slowly “creeps” up over the course of 1-2 days. Then when it reaches about 770MB, the process gets killed by OOM Killer and restarts within a few seconds. It’s not a massive downtime, but I would like it to be stable.
I am using MySQL version 5.7.21. Here are the variables that I changed from default in the my.cnf file, everything else is set to the defaults. The biggest change is an increase memory to the innodb_buffer_pool_size to 512M:
!includedir /etc/mysql/conf.d/
!includedir /etc/mysql/mysql.conf.d/
[mysqld]
sql_mode = "NO_ENGINE_SUBSTITUTION"
innodb_buffer_pool_size = 384M
innodb_log_buffer_size = 2097152
innodb_log_file_size = 20971520
innodb_strict_mode = OFF
join_buffer_size = 1048576
key_buffer_size = 88080384
max_connect_errors = 10000
max_connections = 151
myisam_recover_options = "BACKUP,FORCE"
performance_schema = 0
read_buffer_size = 1048576
slow_query_log = ON
sort_buffer_size = 1048576
sync_binlog = 0
thread_stack = 262144
wait_timeout = 14400
I’m kind of noobish with MySQL administration, so I’m hoping someone with more experience can provide some advice to keeping my MySQL instance a bit more stable on my 1GB instance, OOM Killer strategies and making the database faster/efficient at the same time.
EDIT: I added some extra files for additional information:
SHOW GLOBAL STATUS: https://pastebin.com/SSVEJrQc
SHOW GLOBAL VARIABLES: https://pastebin.com/gV5yGdFR
SHOW ENGINE INNODB STATUS: https://pastebin.com/suHwbpiP
/var/log/mysql/error.log : https://pastebin.com/cRFGrNTp (combined past couple days)
The my.cnf file is shown at the top. I made some changes to it to reduce some of the memory usage, such as dropping the innodb_buffer_pool_size down to 384M instead of 512M. According to "top -c", the memory usage quickly rose to around 550MB and slowly creeped up to about 740M, no crash yet.
Also, the server instance has 1GB of RAM, so I'm not sure why MySQL has to crash at around 770M. It's just a fresh install of Ubuntu 16.04 and MySQL, nothing else at all, no apache or php.
EDIT: I've included more data, I'm running instance on a Dreamhost DreamCompute cloud server:
"top" Results: https://pastebin.com/RNBYMf0b
"df -h" results:
Filesystem Size Used Avail Use% Mounted on
udev 488M 0 488M 0% /dev
tmpfs 100M 11M 89M 11% /run
/dev/vda1 78G 22G 56G 29% /
tmpfs 497M 0 497M 0% /dev/shm
tmpfs 5.0M 0 5.0M 0% /run/lock
tmpfs 497M 0 497M 0% /sys/fs/cgroup
tmpfs 100M 0 100M 0% /run/user/1000
"iostat -x": https://pastebin.com/xUNu7fEi
"mysqltuner": https://pastebin.com/pVC3kN1C
I'm seeing a lot of "tmpfs" directories (using RAM)? Is there anything that should or shouldn't be on this list? Also, I've just now updated the my.cnf with the values Wilson Hauck provided and will restart mysqld.
Edit: Regarding "ulimit", after reading more about it, I edited /etc/security/limits.conf and added the following: "* - nofile 40000" . Now when I use "sudo sh -c "ulimit -n", it shows 40000 instead of 1024.
The "iostat -x" and "mysqltuner" reports were created right after I restarted MySQL because they wouldn't install due to "not enough memory". Thanks Wilson for the mysqltuner suggestion, that looks like a great program.
UPDATE: 2/25/2018: With all of the recommended settings set, I had mysql again crash about 10 hours ago. Here are the details from syslog:
Feb 25 09:41:52 database kernel: [739566.195215] snapd invoked oom-killer: gfp_mask=0x24201ca, order=0, oom_score_adj=-900
Feb 25 09:41:52 database kernel: [739566.195276] snapd cpuset=/ mems_allowed=0
Feb 25 09:41:52 database kernel: [739566.195310] CPU: 0 PID: 1228 Comm: snapd Not tainted 4.4.0-112-generic #135-Ubuntu
Feb 25 09:41:52 database kernel: [739566.195311] Hardware name: OpenStack Foundation OpenStack Nova, BIOS Bochs 01/01/2011
Feb 25 09:41:52 database kernel: [739566.195313] 0000000000000286 245c0a16fc0af5b0 ffff8800000839d8 ffffffff813fc233
Feb 25 09:41:52 database kernel: [739566.195317] ffff880000083b90 ffff88003ae39c00 ffff880000083a48 ffffffff8120dafe
Feb 25 09:41:52 database kernel: [739566.195319] ffffffff81cd8367 0000000000000000 ffffffff81e6b1a0 0000000000000206
Feb 25 09:41:52 database kernel: [739566.195321] Call Trace:
Feb 25 09:41:52 database kernel: [739566.195361] [<ffffffff813fc233>] dump_stack+0x63/0x90
Feb 25 09:41:52 database kernel: [739566.195375] [<ffffffff8120dafe>] dump_header+0x5a/0x1c5
Feb 25 09:41:52 database kernel: [739566.195383] [<ffffffff811946a2>] oom_kill_process+0x202/0x3c0
Feb 25 09:41:52 database kernel: [739566.195385] [<ffffffff81194ac9>] out_of_memory+0x219/0x460
Feb 25 09:41:52 database kernel: [739566.195394] [<ffffffff8119aad5>] __alloc_pages_slowpath.constprop.88+0x965/0xb00
Feb 25 09:41:52 database kernel: [739566.195396] [<ffffffff8119aef6>] __alloc_pages_nodemask+0x286/0x2a0
Feb 25 09:41:52 database kernel: [739566.195404] [<ffffffff811e483c>] alloc_pages_current+0x8c/0x110
Feb 25 09:41:52 database kernel: [739566.195406] [<ffffffff81190c6b>] __page_cache_alloc+0xab/0xc0
Feb 25 09:41:52 database kernel: [739566.195407] [<ffffffff8119317a>] filemap_fault+0x14a/0x3f0
Feb 25 09:41:52 database kernel: [739566.195418] [<ffffffff812a5d56>] ext4_filemap_fault+0x36/0x50
Feb 25 09:41:52 database kernel: [739566.195419] [<ffffffff811bfe70>] __do_fault+0x50/0xe0
Feb 25 09:41:52 database kernel: [739566.195421] [<ffffffff811c39c2>] handle_mm_fault+0xfa2/0x1820
Feb 25 09:41:52 database kernel: [739566.195433] [<ffffffff810bbc6c>] ? set_next_entity+0x9c/0xb0
Feb 25 09:41:52 database kernel: [739566.195443] [<ffffffff8106b687>] __do_page_fault+0x197/0x400
Feb 25 09:41:52 database kernel: [739566.195445] [<ffffffff8106b957>] trace_do_page_fault+0x37/0xe0
Feb 25 09:41:52 database kernel: [739566.195450] [<ffffffff81063f29>] do_async_page_fault+0x19/0x70
Feb 25 09:41:52 database kernel: [739566.195464] [<ffffffff81849af8>] async_page_fault+0x28/0x30
Feb 25 09:41:52 database kernel: [739566.195465] Mem-Info:
Feb 25 09:41:52 database kernel: [739566.195470] active_anon:220242 inactive_anon:1399 isolated_anon:0
Feb 25 09:41:52 database kernel: [739566.195470] active_file:799 inactive_file:1712 isolated_file:0
Feb 25 09:41:52 database kernel: [739566.195470] unevictable:913 dirty:1 writeback:0 unstable:0
Feb 25 09:41:52 database kernel: [739566.195470] slab_reclaimable:5664 slab_unreclaimable:3906
Feb 25 09:41:52 database kernel: [739566.195470] mapped:1931 shmem:2691 pagetables:1544 bounce:0
Feb 25 09:41:52 database kernel: [739566.195470] free:12712 free_pcp:113 free_cma:0
Feb 25 09:41:52 database kernel: [739566.195473] Node 0 DMA free:4548kB min:716kB low:892kB high:1072kB active_anon:5548kB inactive_anon:12kB active_file:1068kB inactive_file:1968kB unevictable:0kB isolated(anon):0kB isolated(file):0kB present:15992kB managed:15908kB mlocked:0kB dirty:4kB writeback:0kB mapped:808kB shmem:364kB slab_reclaimable:220kB slab_unreclaimable:500kB kernel_stack:368kB pagetables:936kB unstable:0kB bounce:0kB free_pcp:0kB local_pcp:0kB free_cma:0kB writeback_tmp:0kB pages_scanned:19320 all_unreclaimable? yes
Feb 25 09:41:52 database kernel: [739566.195491] lowmem_reserve[]: 0 958 958 958 958
Feb 25 09:41:52 database kernel: [739566.195495] Node 0 DMA32 free:46300kB min:44336kB low:55420kB high:66504kB active_anon:875420kB inactive_anon:5584kB active_file:2128kB inactive_file:4880kB unevictable:3652kB isolated(anon):0kB isolated(file):0kB present:1032184kB managed:1000192kB mlocked:3652kB dirty:0kB writeback:0kB mapped:6916kB shmem:10400kB slab_reclaimable:22436kB slab_unreclaimable:15124kB kernel_stack:3376kB pagetables:5240kB unstable:0kB bounce:0kB free_pcp:452kB local_pcp:452kB free_cma:0kB writeback_tmp:0kB pages_scanned:42084 all_unreclaimable? yes
Feb 25 09:41:52 database kernel: [739566.195502] lowmem_reserve[]: 0 0 0 0 0
Feb 25 09:41:52 database kernel: [739566.195504] Node 0 DMA: 1*4kB (U) 6*8kB (UME) 81*16kB (UME) 32*32kB (UM) 8*64kB (ME) 7*128kB (ME) 3*256kB (UM) 0*512kB 0*1024kB 0*2048kB 0*4096kB = 4548kB
Feb 25 09:41:52 database kernel: [739566.195514] Node 0 DMA32: 107*4kB (MEH) 240*8kB (ME) 249*16kB (UMEH) 141*32kB (UMEH) 108*64kB (UMEH) 59*128kB (UMEH) 20*256kB (UMEH) 13*512kB (UME) 9*1024kB (UMH) 0*2048kB 0*4096kB = 46300kB
Feb 25 09:41:52 database kernel: [739566.195526] Node 0 hugepages_total=0 hugepages_free=0 hugepages_surp=0 hugepages_size=1048576kB
Feb 25 09:41:52 database kernel: [739566.195560] Node 0 hugepages_total=0 hugepages_free=0 hugepages_surp=0 hugepages_size=2048kB
Feb 25 09:41:52 database kernel: [739566.195561] 5817 total pagecache pages
Feb 25 09:41:52 database kernel: [739566.195576] 0 pages in swap cache
Feb 25 09:41:52 database kernel: [739566.195581] Swap cache stats: add 0, delete 0, find 0/0
Feb 25 09:41:52 database kernel: [739566.195582] Free swap = 0kB
Feb 25 09:41:52 database kernel: [739566.195583] Total swap = 0kB
Feb 25 09:41:52 database kernel: [739566.195584] 262044 pages RAM
Feb 25 09:41:52 database kernel: [739566.195585] 0 pages HighMem/MovableOnly
Feb 25 09:41:52 database kernel: [739566.195585] 8019 pages reserved
Feb 25 09:41:52 database kernel: [739566.195586] 0 pages cma reserved
Feb 25 09:41:52 database kernel: [739566.195587] 0 pages hwpoisoned
Feb 25 09:41:52 database kernel: [739566.195588] [ pid ] uid tgid total_vm rss nr_ptes nr_pmds swapents oom_score_adj name
Feb 25 09:41:52 database kernel: [739566.195593] [ 348] 0 348 9237 1199 21 3 0 0 systemd-journal
Feb 25 09:41:52 database kernel: [739566.195595] [ 451] 0 451 25742 46 17 3 0 0 lvmetad
Feb 25 09:41:52 database kernel: [739566.195597] [ 452] 0 452 10744 376 24 3 0 -1000 systemd-udevd
Feb 25 09:41:52 database kernel: [739566.195599] [ 550] 100 550 25081 61 19 3 0 0 systemd-timesyn
Feb 25 09:41:52 database kernel: [739566.195601] [ 940] 0 940 4030 222 11 3 0 0 dhclient
Feb 25 09:41:52 database kernel: [739566.195603] [ 1054] 0 1054 1305 29 8 3 0 0 iscsid
Feb 25 09:41:52 database kernel: [739566.195604] [ 1055] 0 1055 1430 877 8 3 0 -17 iscsid
Feb 25 09:41:52 database kernel: [739566.195606] [ 1063] 0 1063 68647 1056 37 3 0 0 accounts-daemon
Feb 25 09:41:52 database kernel: [739566.195608] [ 1072] 0 1072 6932 491 19 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195609] [ 1078] 0 1078 6511 337 18 3 0 0 atd
Feb 25 09:41:52 database kernel: [739566.195611] [ 1091] 0 1091 1099 300 8 3 0 0 acpid
Feb 25 09:41:52 database kernel: [739566.195613] [ 1094] 0 1094 7136 99 19 3 0 0 systemd-logind
Feb 25 09:41:52 database kernel: [739566.195614] [ 1099] 0 1099 16377 273 35 3 0 -1000 sshd
Feb 25 09:41:52 database kernel: [739566.195616] [ 1101] 104 1101 64098 348 27 3 0 0 rsyslogd
Feb 25 09:41:52 database kernel: [739566.195618] [ 1105] 107 1105 10722 380 27 3 0 -900 dbus-daemon
Feb 25 09:41:52 database kernel: [739566.195619] [ 1113] 0 1113 70365 2590 31 6 0 -900 snapd
Feb 25 09:41:52 database kernel: [739566.195621] [ 1114] 0 1114 158952 1017 31 4 0 0 lxcfs
Feb 25 09:41:52 database kernel: [739566.195623] [ 1150] 0 1150 3343 36 11 3 0 0 mdadm
Feb 25 09:41:52 database kernel: [739566.195624] [ 1159] 0 1159 69294 181 38 3 0 0 polkitd
Feb 25 09:41:52 database kernel: [739566.195626] [ 1203] 0 1203 3618 374 12 3 0 0 agetty
Feb 25 09:41:52 database kernel: [739566.195627] [13137] 0 13137 3664 356 11 3 0 0 agetty
Feb 25 09:41:52 database kernel: [739566.195629] [13141] 0 13141 3664 329 12 3 0 0 agetty
Feb 25 09:41:52 database kernel: [739566.195631] [ 4475] 112 4475 345228 190282 441 4 0 0 mysqld
Feb 25 09:41:52 database kernel: [739566.195635] [28991] 0 28991 1126 141 8 3 0 0 apt.systemd.dai
Feb 25 09:41:52 database kernel: [739566.195638] [28998] 0 28998 1126 383 8 3 0 0 apt.systemd.dai
Feb 25 09:41:52 database kernel: [739566.195640] [29036] 0 29036 11324 1282 27 3 0 0 apt-get
Feb 25 09:41:52 database kernel: [739566.195641] [29217] 0 29217 11324 867 23 3 0 0 apt-get
Feb 25 09:41:52 database kernel: [739566.195643] [29220] 0 29220 1126 157 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195645] [29221] 0 29221 1126 367 9 3 0 0 update-motd-upd
Feb 25 09:41:52 database kernel: [739566.195646] [29235] 0 29235 40967 16609 84 3 0 0 apt-check
Feb 25 09:41:52 database kernel: [739566.195648] [29570] 0 29570 12235 358 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195649] [29571] 0 29571 1126 144 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195651] [29572] 0 29572 2809 278 10 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195653] [29579] 0 29579 12235 290 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195654] [29580] 0 29580 1126 163 7 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195656] [29581] 0 29581 2809 91 9 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195658] [29582] 0 29582 14775 135 30 3 0 0 sshd
Feb 25 09:41:52 database kernel: [739566.195659] [29584] 0 29584 12235 358 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195661] [29589] 0 29589 14775 134 32 3 0 0 sshd
Feb 25 09:41:52 database kernel: [739566.195662] [29592] 0 29592 12855 431 30 3 0 0 sudo
Feb 25 09:41:52 database kernel: [739566.195664] [29597] 0 29597 1126 70 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195665] [29598] 0 29598 2809 124 9 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195667] [29602] 0 29602 12235 357 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195668] [29603] 0 29603 1126 92 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195670] [29604] 0 29604 2809 321 10 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195672] [29615] 0 29615 5787 36 13 3 0 0 systemctl
Feb 25 09:41:52 database kernel: [739566.195673] [29620] 0 29620 12235 276 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195675] [29621] 0 29621 11236 413 26 3 0 0 sudo
Feb 25 09:41:52 database kernel: [739566.195677] [29623] 0 29623 1126 139 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195678] [29624] 0 29624 2807 234 10 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195680] [29628] 0 29628 14775 75 30 3 0 0 sshd
Feb 25 09:41:52 database kernel: [739566.195681] [29629] 0 29629 12235 476 28 3 0 0 cron
Feb 25 09:41:52 database kernel: [739566.195683] [29641] 0 29641 6945 111 18 3 0 0 sudo
Feb 25 09:41:52 database kernel: [739566.195684] [29642] 0 29642 6945 87 18 3 0 0 sudo
Feb 25 09:41:52 database kernel: [739566.195686] [29643] 0 29643 1126 152 8 3 0 0 sh
Feb 25 09:41:52 database kernel: [739566.195687] [29644] 0 29644 345 1 5 3 0 0 bash
Feb 25 09:41:52 database kernel: [739566.195689] Out of memory: Kill process 4475 (mysqld) score 750 or sacrifice child
Feb 25 09:41:52 database kernel: [739566.197374] Killed process 4475 (mysqld) total-vm:1380912kB, anon-rss:761128kB, file-rss:0kB
Feb 25 09:41:53 database kernel: [739566.658202] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20807 DF PROTO=TCP SPT=54168 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739566.658214] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20808 DF PROTO=TCP SPT=49412 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739566.658291] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20809 DF PROTO=TCP SPT=54293 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739566.666146] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20810 DF PROTO=TCP SPT=53588 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739566.666160] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20811 DF PROTO=TCP SPT=53612 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database systemd[1]: Started MySQL Community Server.
Feb 25 09:41:53 database CRON[29570]: (CRON) info (No MTA installed, discarding output)
Feb 25 09:41:53 database systemd[1]: mysql.service: Main process exited, code=killed, status=9/KILL
Feb 25 09:41:53 database systemd[1]: mysql.service: Unit entered failed state.
Feb 25 09:41:53 database systemd[1]: mysql.service: Failed with result 'signal'.
Feb 25 09:41:53 database systemd[1]: mysql.service: Service hold-off time over, scheduling restart.
Feb 25 09:41:53 database systemd[1]: Stopped MySQL Community Server.
Feb 25 09:41:53 database systemd[1]: Starting MySQL Community Server...
Feb 25 09:41:53 database kernel: [739567.046536] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=42 ID=21475 DF PROTO=TCP SPT=37118 DPT=22 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739567.066187] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20869 DF PROTO=TCP SPT=54293 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739567.066313] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20870 DF PROTO=TCP SPT=49412 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739567.066324] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.*** DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20871 DF PROTO=TCP SPT=54168 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:53 database kernel: [739567.082221] [UFW BLOCK] IN=ens3 OUT= MAC=fa:16:3e:bc:28:e3:44:f4:77:a7:c0:20:08:00 SRC=***.***.***.***DST=***.***.***.*** LEN=40 TOS=0x00 PREC=0x00 TTL=61 ID=20873 DF PROTO=TCP SPT=53612 DPT=3306 WINDOW=0 RES=0x00 RST URGP=0
Feb 25 09:41:54 database kernel: [739567.524532] audit: type=1400 audit(1519551714.232:296): apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/proc/29710/status" pid=29710 comm="mysqld" requested_mask="r" denied_mask="r" fsuid=112 ouid=112
Feb 25 09:41:54 database kernel: [739567.524603] audit: type=1400 audit(1519551714.232:297): apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/sys/devices/system/node/" pid=29710 comm="mysqld" requested_mask="r" denied_mask="r" fsuid=112 ouid=0
Feb 25 09:41:54 database kernel: [739567.524670] audit: type=1400 audit(1519551714.232:298): apparmor="DENIED" operation="open" profile="/usr/sbin/mysqld" name="/proc/29710/status" pid=29710 comm="mysqld" requested_mask="r" denied_mask="r" fsuid=112 ouid=112
Feb 25 09:41:56 database systemd[1]: Started MySQL Community Server.
According to MySQLtuner, it says: "Maximum possible memory usage: 664.8M (66.99% of installed RAM)", so it must be exceeding this somehow.