SlideShare a Scribd company logo
1 of 30
N Problems
of Linux Containers
(with solutions!)
Kir Kolyshkin
<kir@openvz.org>
6 June 2015 ContainerDays Boston
openvz.org || criu.org || odin.com
Problem: Effective virtualization
● Virtualization is partitioning
● Historical way: $M mainframes
● Modern way: virtual machines
● Problem: performance overhead
● Partial solution: hardware support
(Intel VT, AMD V)
openvz.org || criu.org || odin.com
Solution: isolation
● Run many userspace instances
on top of one single (Linux) kernel
● All processes see each other
– files, process information, network,
shared memory, users, etc.
● Make them unsee it!
openvz.org || criu.org || odin.com
One historical way to unsee
chroot()
openvz.org || criu.org || odin.com
Namespaces
● Implemented in the Linux kernel
– PID (process tree)
– net (net devices, addresses, routing etc)
– IPC (shared memory, semaphores, msg queues)
– UTS (hostname, kernel version)
– mnt (filesystem mounts)
– user (UIDs/GIDs)
● clone() with CLONE_NEW* flags
openvz.org || criu.org || odin.com
Problem: Shared resources
● All containers share the same set of resources
(CPU, RAM, disk, various in-kernel things ...)
● Need fair distribution of “goods” so everyone
gets their share
● Need DoS prevention
● Need prioritization and SLAs
openvz.org || criu.org || odin.com
Solution: OpenVZ resource controls
● OpenVZ:
– user beancounters
● controls 20 parameters
– hierarchical CPU scheduler
– disk quota per containers
– I/O priority and I/O bandwidth limit per-container
● Dynamic control, can “resize” runtime
openvz.org || criu.org || odin.com
Solution 2: VSwap
● Only two primary parameters: RAM and swap
– others still exist, but are optional
● Swap is virtual, no actual I/O is performed
● Slow down to emulate real swap
● Only when actual global RAM shortage occurs,
virtual swap goes into the real swap
● Currently only available in OpenVZ kernel
openvz.org || criu.org || odin.com
Solution: cgroups + controllers
● Cgroups is a mechanism to control resources
per hierarchical groups of processes
● Cgroups is nothing without controllers:
– blkio, cpu, cpuacct, cpuset, devices, freezer,
memory, net_cls, net_prio
● Cgroups are orthogonal to namespaces
● Still working on it: just added kmem controller
openvz.org || criu.org || odin.com
Solution 3: vcmmd
●
4th
generation of OpenVZ resource mgmt
● A user-space daemon using kernel controls
● Monitors usage, tweaks limits
● Adds a “time” dimension
● More flexible limits, e.g. burstable
openvz.org || criu.org || odin.com
Problem: fast live migration
● We can already live migrate
a running OpenVZ container
from one server to another
without shutting it down
● We want to do it fast even for huge containers
– huge disk: use shared storage
– huge RAM: ???
openvz.org || criu.org || odin.com
Live migration process
(assuming shared storage)
● 1 Freeze the container
● 2 Dump its complete state to a dump file
● 3 Copy the dump file to destination server
● 4 Undump back to RAM, recreate everything
● 5 Unfreeze
● Problem: huge dump file -- takes long time*
to dump, copy, undump
* seconds
openvz.org || criu.org || odin.com
Solution 1: network swap
● 1 Dump the minimal memory, lock the rest
● 2 Restore the minimal memory,
mark the rest as swapped out
● 3 Set up network swap from the source
● 4 Unfreeze. Missing RAM will be “swapped in”
● 5 Migrate the rest of RAM and kill it on source
openvz.org || criu.org || odin.com
Solution 1: network swap
● 1 Dump the minimal memory, lock the rest
● 2 Copy, undump what we have,
mark the rest as swapped out
● 3 Set up network swap served from the source
● 4 Unfreeze. Missing RAM will be “swapped in”
● 5 Migrate the rest of RAM and kill it on source
● PROBLEM: no way to rollback
openvz.org || criu.org || odin.com
Solution 2: Iterative RAM migration
● 1 Ask kernel to track modified pages
● 2 Copy all memory to destination system mem
● 3 Ask kernel for list of modified pages
● 4 Copy those pages
● 5 GOTO 3 until satisfied
● 6 Freeze and do migration as usual, but
with much smaller set of pages
openvz.org || criu.org || odin.com
Problem: upstreaming
● OpenVZ was developed separately
● Same for many past IBM Linux projects
(ELVM, CKRM, ...)
● Develop, then merge it upstream
(i.e. to vanilla Linux kernel)
● Problem?
openvz.org || criu.org || odin.com
Problem: upstreaming
● OpenVZ was developed separately
● Same for many past IBM Linux projects
(ELVM, CKRM, ...)
● Develop, then merge it upstream
(i.e. to vanilla Linux kernel)
● Problem:
grizzly bears upstream developers
do not accept massive patchsets
appearing out of nowhere
openvz.org || criu.org || odin.com
Solution 1: rewrite from scratch
● User Beancounters -> CGroups + controllers
● PID namespace: 2 rewrites until accepted
● Network namespace – rewritten
● It works!
● 1500+ patches ended up in vanilla
● OpenVZ made it to top10 contributors
openvz.org || criu.org || odin.com
Solution 2: circumvent the system!
● We tried hard to merge checkpoint/restore
● Other people tried hard too, no luck
● Can't make it to the kernel? Let's riot!
implement it in userspace
● With minimal kernel intervention when required
● Kernel exports most of information already, so
let's just add missing bits and pieces
openvz.org || criu.org || odin.com
CRIU
● Checkpoint / Restore [mostly] In Userspace
● About 3 years old, tools at version 1.6
● Users: Google, Samsung, Huawei, ...
● LXC & Docker – integrated!
● Already in upstream 3.x kernel
CONFIG_CHECKPOINT_RESTORE
● Live migration: P.Haul http://criu.org/P.Haul
openvz.org || criu.org || odin.com
CRIU Linux kernel patches, per v
Total: 176 (+11 this year)
3.3
3.4
3.5
3.6
3.7
3.8
3.9
3.10
3.11
3.12
3.13
3.14
3.15
3.16
3.17
3.18
3.19
4.0
4.1
pending
0
10
20
30
40
50
60
openvz.org || criu.org || odin.com
Problem: common file system
● Container is just a directory on the host we chroot() into
● File system journal (metadata updates) is a bottleneck
● Lots of small-size files I/O on CT backup/migration
(sometimes rsync hangs or OOMs!)
● No sub-tree disk quota support in upstream
● No sub-tree snapshots
● Live migration: rsync -- changed inodes
● File system type and properties are fixed, same for all CTs
openvz.org || criu.org || odin.com
Solution 1: LVM
● Only works only on top of block device
● Hard to manage
(e.g. how to migrate a huge volume?)
● No thin provisioning
openvz.org || criu.org || odin.com
Solution 2: loop device
(filesystem within a file)
● VFS operations leads to double page-caching
– (already fixed in the recent kernels)
● No thin provisioning
● Limited feature set
openvz.org || criu.org || odin.com
Solution 3: ZFS + zvol
● PRO: features
– zvol, thin provisioning, dedup, zfs send/receive
● CONTRA:
– Licensing is problematic
– Linux port issues (people report cache OOM)
– Was not available in 2008
openvz.org || criu.org || odin.com
Solution 4: ploop
● Basic idea: same as block loop, just better
● Modular design:
– various image formats (qcow2 in TODO progress)
– various I/O backends (ext4, vfs O_DIRECT, nfs)
● Feature rich:
– online resize (grow and shrink, ballooning)
– instant live snapshots
– write tracker to facilitate faster live migration
openvz.org || criu.org || odin.com
Any problems questions?
● kir@openvz.org
● Twitter: @kolyshkin @_openvz_ @__criu__

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N problems of Linux Containers

  • 1. N Problems of Linux Containers (with solutions!) Kir Kolyshkin <kir@openvz.org> 6 June 2015 ContainerDays Boston
  • 2. openvz.org || criu.org || odin.com Problem: Effective virtualization ● Virtualization is partitioning ● Historical way: $M mainframes ● Modern way: virtual machines ● Problem: performance overhead ● Partial solution: hardware support (Intel VT, AMD V)
  • 3. openvz.org || criu.org || odin.com Solution: isolation ● Run many userspace instances on top of one single (Linux) kernel ● All processes see each other – files, process information, network, shared memory, users, etc. ● Make them unsee it!
  • 4. openvz.org || criu.org || odin.com One historical way to unsee chroot()
  • 5. openvz.org || criu.org || odin.com Namespaces ● Implemented in the Linux kernel – PID (process tree) – net (net devices, addresses, routing etc) – IPC (shared memory, semaphores, msg queues) – UTS (hostname, kernel version) – mnt (filesystem mounts) – user (UIDs/GIDs) ● clone() with CLONE_NEW* flags
  • 6. openvz.org || criu.org || odin.com Problem: Shared resources ● All containers share the same set of resources (CPU, RAM, disk, various in-kernel things ...) ● Need fair distribution of “goods” so everyone gets their share ● Need DoS prevention ● Need prioritization and SLAs
  • 7.
  • 8. openvz.org || criu.org || odin.com Solution: OpenVZ resource controls ● OpenVZ: – user beancounters ● controls 20 parameters – hierarchical CPU scheduler – disk quota per containers – I/O priority and I/O bandwidth limit per-container ● Dynamic control, can “resize” runtime
  • 9.
  • 10. openvz.org || criu.org || odin.com Solution 2: VSwap ● Only two primary parameters: RAM and swap – others still exist, but are optional ● Swap is virtual, no actual I/O is performed ● Slow down to emulate real swap ● Only when actual global RAM shortage occurs, virtual swap goes into the real swap ● Currently only available in OpenVZ kernel
  • 11. openvz.org || criu.org || odin.com Solution: cgroups + controllers ● Cgroups is a mechanism to control resources per hierarchical groups of processes ● Cgroups is nothing without controllers: – blkio, cpu, cpuacct, cpuset, devices, freezer, memory, net_cls, net_prio ● Cgroups are orthogonal to namespaces ● Still working on it: just added kmem controller
  • 12. openvz.org || criu.org || odin.com Solution 3: vcmmd ● 4th generation of OpenVZ resource mgmt ● A user-space daemon using kernel controls ● Monitors usage, tweaks limits ● Adds a “time” dimension ● More flexible limits, e.g. burstable
  • 13. openvz.org || criu.org || odin.com Problem: fast live migration ● We can already live migrate a running OpenVZ container from one server to another without shutting it down ● We want to do it fast even for huge containers – huge disk: use shared storage – huge RAM: ???
  • 14. openvz.org || criu.org || odin.com Live migration process (assuming shared storage) ● 1 Freeze the container ● 2 Dump its complete state to a dump file ● 3 Copy the dump file to destination server ● 4 Undump back to RAM, recreate everything ● 5 Unfreeze ● Problem: huge dump file -- takes long time* to dump, copy, undump * seconds
  • 15. openvz.org || criu.org || odin.com Solution 1: network swap ● 1 Dump the minimal memory, lock the rest ● 2 Restore the minimal memory, mark the rest as swapped out ● 3 Set up network swap from the source ● 4 Unfreeze. Missing RAM will be “swapped in” ● 5 Migrate the rest of RAM and kill it on source
  • 16. openvz.org || criu.org || odin.com Solution 1: network swap ● 1 Dump the minimal memory, lock the rest ● 2 Copy, undump what we have, mark the rest as swapped out ● 3 Set up network swap served from the source ● 4 Unfreeze. Missing RAM will be “swapped in” ● 5 Migrate the rest of RAM and kill it on source ● PROBLEM: no way to rollback
  • 17. openvz.org || criu.org || odin.com Solution 2: Iterative RAM migration ● 1 Ask kernel to track modified pages ● 2 Copy all memory to destination system mem ● 3 Ask kernel for list of modified pages ● 4 Copy those pages ● 5 GOTO 3 until satisfied ● 6 Freeze and do migration as usual, but with much smaller set of pages
  • 18. openvz.org || criu.org || odin.com Problem: upstreaming ● OpenVZ was developed separately ● Same for many past IBM Linux projects (ELVM, CKRM, ...) ● Develop, then merge it upstream (i.e. to vanilla Linux kernel) ● Problem?
  • 19.
  • 20. openvz.org || criu.org || odin.com Problem: upstreaming ● OpenVZ was developed separately ● Same for many past IBM Linux projects (ELVM, CKRM, ...) ● Develop, then merge it upstream (i.e. to vanilla Linux kernel) ● Problem: grizzly bears upstream developers do not accept massive patchsets appearing out of nowhere
  • 21. openvz.org || criu.org || odin.com Solution 1: rewrite from scratch ● User Beancounters -> CGroups + controllers ● PID namespace: 2 rewrites until accepted ● Network namespace – rewritten ● It works! ● 1500+ patches ended up in vanilla ● OpenVZ made it to top10 contributors
  • 22. openvz.org || criu.org || odin.com Solution 2: circumvent the system! ● We tried hard to merge checkpoint/restore ● Other people tried hard too, no luck ● Can't make it to the kernel? Let's riot! implement it in userspace ● With minimal kernel intervention when required ● Kernel exports most of information already, so let's just add missing bits and pieces
  • 23. openvz.org || criu.org || odin.com CRIU ● Checkpoint / Restore [mostly] In Userspace ● About 3 years old, tools at version 1.6 ● Users: Google, Samsung, Huawei, ... ● LXC & Docker – integrated! ● Already in upstream 3.x kernel CONFIG_CHECKPOINT_RESTORE ● Live migration: P.Haul http://criu.org/P.Haul
  • 24. openvz.org || criu.org || odin.com CRIU Linux kernel patches, per v Total: 176 (+11 this year) 3.3 3.4 3.5 3.6 3.7 3.8 3.9 3.10 3.11 3.12 3.13 3.14 3.15 3.16 3.17 3.18 3.19 4.0 4.1 pending 0 10 20 30 40 50 60
  • 25. openvz.org || criu.org || odin.com Problem: common file system ● Container is just a directory on the host we chroot() into ● File system journal (metadata updates) is a bottleneck ● Lots of small-size files I/O on CT backup/migration (sometimes rsync hangs or OOMs!) ● No sub-tree disk quota support in upstream ● No sub-tree snapshots ● Live migration: rsync -- changed inodes ● File system type and properties are fixed, same for all CTs
  • 26. openvz.org || criu.org || odin.com Solution 1: LVM ● Only works only on top of block device ● Hard to manage (e.g. how to migrate a huge volume?) ● No thin provisioning
  • 27. openvz.org || criu.org || odin.com Solution 2: loop device (filesystem within a file) ● VFS operations leads to double page-caching – (already fixed in the recent kernels) ● No thin provisioning ● Limited feature set
  • 28. openvz.org || criu.org || odin.com Solution 3: ZFS + zvol ● PRO: features – zvol, thin provisioning, dedup, zfs send/receive ● CONTRA: – Licensing is problematic – Linux port issues (people report cache OOM) – Was not available in 2008
  • 29. openvz.org || criu.org || odin.com Solution 4: ploop ● Basic idea: same as block loop, just better ● Modular design: – various image formats (qcow2 in TODO progress) – various I/O backends (ext4, vfs O_DIRECT, nfs) ● Feature rich: – online resize (grow and shrink, ballooning) – instant live snapshots – write tracker to facilitate faster live migration
  • 30. openvz.org || criu.org || odin.com Any problems questions? ● kir@openvz.org ● Twitter: @kolyshkin @_openvz_ @__criu__

Editor's Notes

  1. Remember on the earlier slide chroot() was a solution? Now it become a problem