There is no additional software running on the server. Clean installation of 3.2 proxmox. Below is the output of "top". And I am certain that memory allocated by me for those 9 servers are not higher than 5GB. However, as I can see from "top" command they consume more Ram than allocated for them. Top output follows.
top - 22:02:20 up 124 days, 3:00, 1 user, load average: 0.06, 0.08, 0.02
Tasks: 155 total, 1 running, 154 sleeping, 0 stopped, 0 zombie
%Cpu(s): 3.7 us, 6.0 sy, 0.0 ni, 89.9 id, 0.2 wa, 0.0 hi, 0.2 si, 0.0 st
KiB Mem: 8031900 total, 7973108 used, 58792 free, 125324 buffers
KiB Swap: 7340024 total, 5889256 used, 1450768 free, 218876 cached
PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
371746 root 20 0 3065m 1.4g 1460 S 0.7 18.5 688:20.62 kvm
918199 root 20 0 3286m 1.3g 1432 S 0.7 17.4 798:21.21 kvm
641488 root 20 0 2911m 1.2g 1524 S 1.3 16.1 832:01.82 kvm
1001075 root 20 0 1715m 826m 1556 S 5.7 10.5 141:12.46 kvm
759636 root 20 0 1820m 678m 1428 S 0.0 8.7 84:37.50 kvm
568707 root 20 0 1055m 494m 1468 S 0.0 6.3 35:04.55 kvm
380461 root 20 0 1134m 427m 1428 S 0.0 5.5 39:08.18 kvm
247561 root 20 0 706m 332m 1460 S 0.3 4.2 23:04.91 kvm
247491 root 20 0 692m 330m 1544 S 0.0 4.2 7:17.34 kvm
396213 root 20 0 280m 29m 6220 S 0.0 0.4 0:04.40 pvedaemon worke
396280 root 20 0 281m 28m 6176 S 0.0 0.4 0:03.61 pvedaemon worke
396148 root 20 0 280m 27m 6052 S 0.0 0.4 0:04.26 pvedaemon worke
396406 www-data 20 0 280m 25m 4676 S 0.0 0.3 0:05.19 pveproxy worker
396616 www-data 20 0 278m 23m 4460 S 0.7 0.3 0:04.36 pveproxy worker
396898 www-data 20 0 278m 22m 4136 S 0.7 0.3 0:03.15 pveproxy worker
2183 root 20 0 331m 22m 21m S 0.0 0.3 34:16.73 pmxcfs
2404 root 20 0 190m 19m 3624 S 0.0 0.2 495:53.82 pvestatd
397684 root 20 0 71244 3720 2900 S 0.0 0.0 0:00.03 sshd
1898 root 10 -10 5452 3404 2240 S 0.0 0.0 9:04.53 iscsid
397690 root 20 0 20124 2936 1676 S 0.0 0.0 0:00.02 bash
2023 root 20 0 11188 2712 600 S 0.0 0.0 12:28.41 ksmtuned
2018 root 20 0 122m 2608 872 S 0.0 0.0 0:03.44 rsyslogd
397759 postfix 20 0 39896 2376 1836 S 0.0 0.0 0:00.00 pickup
2409 www-data 20 0 269m 2324 856 S 0.0 0.0 2:05.03 pveproxy
2380 root 20 0 260m 2112 864 S 0.0 0.0 1:55.17 pvedaemon
2433 www-data 20 0 269m 1756 736 S 0.0 0.0 6:18.62 spiceproxy work
397921 root 20 0 23244 1648 1168 R 0.0 0.0 0:00.03 top