code:
==========================
Memory Resource Controller
==========================

NOTE:
      This document is hopelessly outdated and it asks for a complete
      rewrite. It still contains a useful information so we are keeping it
      here but make sure to check the current code if you need a deeper
      understanding.

NOTE:
      The Memory Resource Controller has generically been referred to as the
      memory controller in this document. Do not confuse memory controller
      used here with the memory controller that is used in hardware.

(For editors) In this document:
      When we mention a cgroup (cgroupfs's directory) with memory controller,
      we call it "memory cgroup". When you see git-log and source code, you'll
      see patch's title and function names tend to use "memcg".
      In this document, we avoid using it.

Benefits and Purpose of the memory controller
=============================================

The memory controller isolates the memory behaviour of a group of tasks
from the rest of the system. The article on LWN [12] mentions some probable
uses of the memory controller. The memory controller can be used to

a. Isolate an application or a group of applications
   Memory-hungry applications can be isolated and limited to a smaller
   amount of memory.
b. Create a cgroup with a limited amount of memory; this can be used
   as a good alternative to booting with mem=XXXX.
c. Virtualization solutions can control the amount of memory they want
   to assign to a virtual machine instance.
d. A CD/DVD burner could control the amount of memory used by the
   rest of the system to ensure that burning does not fail due to lack
   of available memory.
e. There are several other use cases; find one or use the controller just
   for fun (to learn and hack on the VM subsystem).

Current Status: linux-2.6.34-mmotm(development version of 2010/April)

Features:

 - accounting anonymous pages, file caches, swap caches usage and limiting them.
 - pages are linked to per-memcg LRU exclusively, and there is no global LRU.
 - optionally, memory+swap usage can be accounted and limited.
 - hierarchical accounting
 - soft limit
 - moving (recharging) account at moving a task is selectable.
 - usage threshold notifier
 - memory pressure notifier
 - oom-killer disable knob and oom-notifier
 - Root cgroup has no limit controls.

 Kernel memory support is a work in progress, and the current version provides
 basically functionality. (See Section 2.7)

Brief summary of control files.

==================================== ==========================================
 tasks				     attach a task(thread) and show list of
				     threads
 cgroup.procs			     show list of processes
 cgroup.event_control		     an interface for event_fd()
				     This knob is not available on CONFIG_PREEMPT_RT systems.
 memory.usage_in_bytes		     show current usage for memory
				     (See 5.5 for details)
 memory.memsw.usage_in_bytes	     show current usage for memory+Swap
				     (See 5.5 for details)
 memory.limit_in_bytes		     set/show limit of memory usage
 memory.memsw.limit_in_bytes	     set/show limit of memory+Swap usage
 memory.failcnt			     show the number of memory usage hits limits
 memory.memsw.failcnt		     show the number of memory+Swap hits limits
 memory.max_usage_in_bytes	     show max memory usage recorded
 memory.memsw.max_usage_in_bytes     show max memory+Swap usage recorded
 memory.soft_limit_in_bytes	     set/show soft limit of memory usage
				     This knob is not available on CONFIG_PREEMPT_RT systems.
 memory.stat			     show various statistics
 memory.use_hierarchy		     set/show hierarchical account enabled
                                     This knob is deprecated and shouldn't be
                                     used.
 memory.force_empty		     trigger forced page reclaim
 memory.pressure_level		     set memory pressure notifications
 memory.swappiness		     set/show swappiness parameter of vmscan
				     (See sysctl's vm.swappiness)
 memory.move_charge_at_immigrate     set/show controls of moving charges
 memory.oom_control		     set/show oom controls.
 memory.numa_stat		     show the number of memory usage per numa
				     node
 memory.kmem.limit_in_bytes          This knob is deprecated and writing to
                                     it will return -ENOTSUPP.
 memory.kmem.usage_in_bytes          show current kernel memory allocation
 memory.kmem.failcnt                 show the number of kernel memory usage
				     hits limits
 memory.kmem.max_usage_in_bytes      show max kernel memory usage recorded

 memory.kmem.tcp.limit_in_bytes      set/show hard limit for tcp buf memory
 memory.kmem.tcp.usage_in_bytes      show current tcp buf memory allocation
 memory.kmem.tcp.failcnt             show the number of tcp buf memory usage
				     hits limits
 memory.kmem.tcp.max_usage_in_bytes  show max tcp buf memory usage recorded
==================================== ==========================================

1. History
==========

The memory controller has a long history. A request for comments for the memory
controller was posted by Balbir Singh [1]. At the time the RFC was posted
there were several implementations for memory control. The goal of the
RFC was to build consensus and agreement for the minimal features required
for memory control. The first RSS controller was posted by Balbir Singh[2]
in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the
RSS controller. At OLS, at the resource management BoF, everyone suggested
that we handle both page cache and RSS together. Another request was raised
to allow user space handling of OOM. The current memory controller is
at version 6; it combines both mapped (RSS) and unmapped Page
Cache Control [11].

2. Memory Control
=================

Memory is a unique resource in the sense that it is present in a limited
amount. If a task requires a lot of CPU processing, the task can spread
its processing over a period of hours, days, months or years, but with
memory, the same physical memory needs to be reused to accomplish the task.

The memory controller implementation has been divided into phases. These
are:

1. Memory controller
2. mlock(2) controller
3. Kernel user memory accounting and slab control
4. user mappings length controller

The memory controller is the first controller developed.

2.1. Design
-----------

The core of the design is a counter called the page_counter. The
page_counter tracks the current memory usage and limit of the group of
processes associated with the controller. Each cgroup has a memory controller
specific data structure (mem_cgroup) associated with it.

2.2. Accounting
---------------

::

		+--------------------+
		|  mem_cgroup        |
		|  (page_counter)    |
		+--------------------+
		 /            ^      \
		/             |       \
           +---------------+  |        +---------------+
           | mm_struct     |  |....    | mm_struct     |
           |               |  |        |               |
           +---------------+  |        +---------------+
                              |
                              + --------------+
                                              |
           +---------------+           +------+--------+
           | page          +---------->  page_cgroup|
           |               |           |               |
           +---------------+           +---------------+

             (Figure 1: Hierarchy of Accounting)

Figure 1 shows the important aspects of the controller

1. Accounting happens per cgroup
2. Each mm_struct knows about which cgroup it belongs to
3. Each page has a pointer to the page_cgroup, which in turn knows the
   cgroup it belongs to

The accounting is done as follows: mem_cgroup_charge_common() is invoked to
set up the necessary data structures and check if the cgroup that is being
charged is over its limit. If it is, then reclaim is invoked on the cgroup.
More details can be found in the reclaim section of this document.
If everything goes well, a page meta-data-structure called page_cgroup is
updated. page_cgroup has its own LRU on cgroup.
(*) page_cgroup structure is allocated at boot/memory-hotplug time.

2.2.1 Accounting details
------------------------

All mapped anon pages (RSS) and cache pages (Page Cache) are accounted.
Some pages which are never reclaimable and will not be on the LRU
are not accounted. We just account pages under usual VM management.

RSS pages are accounted at page_fault unless they've already been accounted
for earlier. A file page will be accounted for as Page Cache when it's
inserted into inode (radix-tree). While it's mapped into the page tables of
processes, duplicate accounting is carefully avoided.

An RSS page is unaccounted when it's fully unmapped. A PageCache page is
unaccounted when it's removed from radix-tree. Even if RSS pages are fully
unmapped (by kswapd), they may exist as SwapCache in the system until they
are really freed. Such SwapCaches are also accounted.
A swapped-in page is accounted after adding into swapcache.

Note: The kernel does swapin-readahead and reads multiple swaps at once.
Since page's memcg recorded into swap whatever memsw enabled, the page will
be accounted after swapin.

At page migration, accounting information is kept.

Note: we just account pages-on-LRU because our purpose is to control amount
of used pages; not-on-LRU pages tend to be out-of-control from VM view.

2.3 Shared Page Accounting
--------------------------

Shared pages are accounted on the basis of the first touch approach. The
cgroup that first touches a page is accounted for the page. The principle
behind this approach is that a cgroup that aggressively uses a shared
page will eventually get charged for it (once it is uncharged from
the cgroup that brought it in -- this will happen on memory pressure).

But see section 8.2: when moving a task to another cgroup, its pages may
be recharged to the new cgroup, if move_charge_at_immigrate has been chosen.

2.4 Swap Extension
--------------------------------------

Swap usage is always recorded for each of cgroup. Swap Extension allows you to
read and limit it.

When CONFIG_SWAP is enabled, following files are added.

 - memory.memsw.usage_in_bytes.
 - memory.memsw.limit_in_bytes.

memsw means memory+swap. Usage of memory+swap is limited by
memsw.limit_in_bytes.

Example: Assume a system with 4G of swap. A task which allocates 6G of memory
(by mistake) under 2G memory limitation will use all swap.
In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap.
By using the memsw limit, you can avoid system OOM which can be caused by swap
shortage.

**why 'memory+swap' rather than swap**

The global LRU(kswapd) can swap out arbitrary pages. Swap-out means
to move account from memory to swap...there is no change in usage of
memory+swap. In other words, when we want to limit the usage of swap without
affecting global LRU, memory+swap limit is better than just limiting swap from
an OS point of view.

**What happens when a cgroup hits memory.memsw.limit_in_bytes**

When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out
in this cgroup. Then, swap-out will not be done by cgroup routine and file
caches are dropped. But as mentioned above, global LRU can do swapout memory
from it for sanity of the system's memory management state. You can't forbid
it by cgroup.

2.5 Reclaim
-----------

Each cgroup maintains a per cgroup LRU which has the same structure as
global VM. When a cgroup goes over its limit, we first try
to reclaim memory from the cgroup so as to make space for the new
pages that the cgroup has touched. If the reclaim is unsuccessful,
an OOM routine is invoked to select and kill the bulkiest task in the
cgroup. (See 10. OOM Control below.)

The reclaim algorithm has not been modified for cgroups, except that
pages that are selected for reclaiming come from the per-cgroup LRU
list.

NOTE:
  Reclaim does not work for the root cgroup, since we cannot set any
  limits on the root cgroup.

Note2:
  When panic_on_oom is set to "2", the whole system will panic.

When oom event notifier is registered, event will be delivered.
(See oom_control section)

2.6 Locking
-----------

Lock order is as follows:

  Page lock (PG_locked bit of page->flags)
    mm->page_table_lock or split pte_lock
      lock_page_memcg (memcg->move_lock)
        mapping->i_pages lock
          lruvec->lru_lock.

Per-node-per-memcgroup LRU (cgroup's private LRU) is guarded by
lruvec->lru_lock; PG_lru bit of page->flags is cleared before
isolating a page from its LRU under lruvec->lru_lock.

2.7 Kernel Memory Extension
-----------------------------------------------

With the Kernel memory extension, the Memory Controller is able to limit
the amount of kernel memory used by the system. Kernel memory is fundamentally
different than user memory, since it can't be swapped out, which makes it
possible to DoS the system by consuming too much of this precious resource.

Kernel memory accounting is enabled for all memory cgroups by default. But
it can be disabled system-wide by passing cgroup.memory=nokmem to the kernel
at boot time. In this case, kernel memory will not be accounted at all.

Kernel memory limits are not imposed for the root cgroup. Usage for the root
cgroup may or may not be accounted. The memory used is accumulated into
memory.kmem.usage_in_bytes, or in a separate counter when it makes sense.
(currently only for tcp).

The main "kmem" counter is fed into the main counter, so kmem charges will
also be visible from the user counter.

Currently no soft limit is implemented for kernel memory. It is future work
to trigger slab reclaim when those limits are reached.

2.7.1 Current Kernel Memory resources accounted
-----------------------------------------------

stack pages:
  every process consumes some stack pages. By accounting into
  kernel memory, we prevent new processes from being created when the kernel
  memory usage is too high.

slab pages:
  pages allocated by the SLAB or SLUB allocator are tracked. A copy
  of each kmem_cache is created every time the cache is touched by the first time
  from inside the memcg. The creation is done lazily, so some objects can still be
  skipped while the cache is being created. All objects in a slab page should
  belong to the same memcg. This only fails to hold when a task is migrated to a
  different memcg during the page allocation by the cache.

sockets memory pressure:
  some sockets protocols have memory pressure
  thresholds. The Memory Controller allows them to be controlled individually
  per cgroup, instead of globally.

tcp memory pressure:
  sockets memory pressure for the tcp protocol.

2.7.2 Common use cases
----------------------

Because the "kmem" counter is fed to the main user counter, kernel memory can
never be limited completely independently of user memory. Say "U" is the user
limit, and "K" the kernel limit. There are three possible ways limits can be
set:

U != 0, K = unlimited:
    This is the standard memcg limitation mechanism already present before kmem
    accounting. Kernel memory is completely ignored.

U != 0, K < U:
    Kernel memory is a subset of the user memory. This setup is useful in
    deployments where the total amount of memory per-cgroup is overcommitted.
    Overcommitting kernel memory limits is definitely not recommended, since the
    box can still run out of non-reclaimable memory.
    In this case, the admin could set up K so that the sum of all groups is
    never greater than the total memory, and freely set U at the cost of his
    QoS.

WARNING:
    In the current implementation, memory reclaim will NOT be
    triggered for a cgroup when it hits K while staying below U, which makes
    this setup impractical.

U != 0, K >= U:
    Since kmem charges will also be fed to the user counter and reclaim will be
    triggered for the cgroup for both kinds of memory. This setup gives the
    admin a unified view of memory, and it is also useful for people who just
    want to track kernel memory usage.

3. User Interface
=================

3.0. Configuration
------------------

a. Enable CONFIG_CGROUPS
b. Enable CONFIG_MEMCG

3.1. Prepare the cgroups (see cgroups.txt, Why are cgroups needed?)
-------------------------------------------------------------------

::

	# mount -t tmpfs none /sys/fs/cgroup
	# mkdir /sys/fs/cgroup/memory
	# mount -t cgroup none /sys/fs/cgroup/memory -o memory

3.2. Make the new group and move bash into it::

	# mkdir /sys/fs/cgroup/memory/0
	# echo $$ > /sys/fs/cgroup/memory/0/tasks

Since now we're in the 0 cgroup, we can alter the memory limit::

	# echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes

NOTE:
  We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
  mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes,
  Gibibytes.)

NOTE:
  We can write "-1" to reset the ``*.limit_in_bytes(unlimited)``.

NOTE:
  We cannot set limits on the root cgroup any more.

::

  # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes
  4194304

We can check the usage::

  # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes
  1216512

A successful write to this file does not guarantee a successful setting of
this limit to the value written into the file. This can be due to a
number of factors, such as rounding up to page boundaries or the total
availability of memory on the system. The user is required to re-read
this file after a write to guarantee the value committed by the kernel::

  # echo 1 > memory.limit_in_bytes
  # cat memory.limit_in_bytes
  4096

The memory.failcnt field gives the number of times that the cgroup limit was
exceeded.

The memory.stat file gives accounting information. Now, the number of
caches, RSS and Active pages/Inactive pages are shown.

4. Testing
==========

For testing features and implementation, see memcg_test.txt.

Performance test is also important. To see pure memory controller's overhead,
testing on tmpfs will give you good numbers of small overheads.
Example: do kernel make on tmpfs.

Page-fault scalability is also important. At measuring parallel
page fault test, multi-process test may be better than multi-thread
test because it has noise of shared objects/status.

But the above two are testing extreme situations.
Trying usual test under memory controller is always helpful.

4.1 Troubleshooting
-------------------

Sometimes a user might find that the application under a cgroup is
terminated by the OOM killer. There are several causes for this:

1. The cgroup limit is too low (just too low to do anything useful)
2. The user is using anonymous memory and swap is turned off or too low

A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
some of the pages cached in the cgroup (page cache pages).

To know what happens, disabling OOM_Kill as per "10. OOM Control" (below) and
seeing what happens will be helpful.

4.2 Task migration
------------------

When a task migrates from one cgroup to another, its charge is not
carried forward by default. The pages allocated from the original cgroup still
remain charged to it, the charge is dropped when the page is freed or
reclaimed.

You can move charges of a task along with task migration.
See 8. "Move charges at task migration"

4.3 Removing a cgroup
---------------------

A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
cgroup might have some charge associated with it, even though all
tasks have migrated away from it. (because we charge against pages, not
against tasks.)

We move the stats to parent, and no change on the charge except uncharging
from the child.

Charges recorded in swap information is not updated at removal of cgroup.
Recorded information is discarded and a cgroup which uses swap (swapcache)
will be charged as a new owner of it.

5. Misc. interfaces
===================

5.1 force_empty
---------------
  memory.force_empty interface is provided to make cgroup's memory usage empty.
  When writing anything to this::

    # echo 0 > memory.force_empty

  the cgroup will be reclaimed and as many pages reclaimed as possible.

  The typical use case for this interface is before calling rmdir().
  Though rmdir() offlines memcg, but the memcg may still stay there due to
  charged file caches. Some out-of-use page caches may keep charged until
  memory pressure happens. If you want to avoid that, force_empty will be useful.

5.2 stat file
-------------

memory.stat file includes following statistics

per-memory cgroup local status
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

=============== ===============================================================
cache		# of bytes of page cache memory.
rss		# of bytes of anonymous and swap cache memory (includes
		transparent hugepages).
rss_huge	# of bytes of anonymous transparent hugepages.
mapped_file	# of bytes of mapped file (includes tmpfs/shmem)
pgpgin		# of charging events to the memory cgroup. The charging
		event happens each time a page is accounted as either mapped
		anon page(RSS) or cache page(Page Cache) to the cgroup.
pgpgout		# of uncharging events to the memory cgroup. The uncharging
		event happens each time a page is unaccounted from the cgroup.
swap		# of bytes of swap usage
dirty		# of bytes that are waiting to get written back to the disk.
writeback	# of bytes of file/anon cache that are queued for syncing to
		disk.
inactive_anon	# of bytes of anonymous and swap cache memory on inactive
		LRU list.
active_anon	# of bytes of anonymous and swap cache memory on active
		LRU list.
inactive_file	# of bytes of file-backed memory and MADV_FREE anonymous memory(
                LazyFree pages) on inactive LRU list.
active_file	# of bytes of file-backed memory on active LRU list.
unevictable	# of bytes of memory that cannot be reclaimed (mlocked etc).
=============== ===============================================================

status considering hierarchy (see memory.use_hierarchy settings)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

========================= ===================================================
hierarchical_memory_limit # of bytes of memory limit with regard to hierarchy
			  under which the memory cgroup is
hierarchical_memsw_limit  # of bytes of memory+swap limit with regard to
			  hierarchy under which memory cgroup is.

total_<counter>		  # hierarchical version of <counter>, which in
			  addition to the cgroup's own value includes the
			  sum of all hierarchical children's values of
			  <counter>, i.e. total_cache
========================= ===================================================

The following additional stats are dependent on CONFIG_DEBUG_VM
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

========================= ========================================
recent_rotated_anon	  VM internal parameter. (see mm/vmscan.c)
recent_rotated_file	  VM internal parameter. (see mm/vmscan.c)
recent_scanned_anon	  VM internal parameter. (see mm/vmscan.c)
recent_scanned_file	  VM internal parameter. (see mm/vmscan.c)
========================= ========================================

Memo:
	recent_rotated means recent frequency of LRU rotation.
	recent_scanned means recent # of scans to LRU.
	showing for better debug please see the code for meanings.

Note:
	Only anonymous and swap cache memory is listed as part of 'rss' stat.
	This should not be confused with the true 'resident set size' or the
	amount of physical memory used by the cgroup.

	'rss + mapped_file" will give you resident set size of cgroup.

	(Note: file and shmem may be shared among other cgroups. In that case,
	mapped_file is accounted only when the memory cgroup is owner of page
	cache.)

5.3 swappiness
--------------

Overrides /proc/sys/vm/swappiness for the particular group. The tunable
in the root cgroup corresponds to the global swappiness setting.

Please note that unlike during the global reclaim, limit reclaim
enforces that 0 swappiness really prevents from any swapping even if
there is a swap storage available. This might lead to memcg OOM killer
if there are no file pages to reclaim.

5.4 failcnt
-----------

A memory cgroup provides memory.failcnt and memory.memsw.failcnt files.
This failcnt(== failure count) shows the number of times that a usage counter
hit its limit. When a memory cgroup hits a limit, failcnt increases and
memory under it will be reclaimed.

You can reset failcnt by writing 0 to failcnt file::

	# echo 0 > .../memory.failcnt

5.5 usage_in_bytes
------------------

For efficiency, as other kernel components, memory cgroup uses some optimization
to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the
method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz
value for efficient access. (Of course, when necessary, it's synchronized.)
If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP)
value in memory.stat(see 5.2).

5.6 numa_stat
-------------

This is similar to numa_maps but operates on a per-memcg basis.  This is
useful for providing visibility into the numa locality information within
an memcg since the pages are allowed to be allocated from any physical
node.  One of the use cases is evaluating application performance by
combining this information with the application's CPU allocation.

Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable"
per-node page counts including "hierarchical_<counter>" which sums up all
hierarchical children's values in addition to the memcg's own value.

The output format of memory.numa_stat is::

  total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ...
  file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ...
  anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ...

The "total" count is sum of file + anon + unevictable.

6. Hierarchy support
====================

The memory controller supports a deep hierarchy and hierarchical accounting.
The hierarchy is created by creating the appropriate cgroups in the
cgroup filesystem. Consider for example, the following cgroup filesystem
hierarchy::

	       root
	     /  |   \
            /	|    \
	   a	b     c
		      | \
		      |  \
		      d   e

In the diagram above, with hierarchical accounting enabled, all memory
usage of e, is accounted to its ancestors up until the root (i.e, c and root).
If one of the ancestors goes over its limit, the reclaim algorithm reclaims
from the tasks in the ancestor and the children of the ancestor.

6.1 Hierarchical accounting and reclaim
---------------------------------------

Hierarchical accounting is enabled by default. Disabling the hierarchical
accounting is deprecated. An attempt to do it will result in a failure
and a warning printed to dmesg.

For compatibility reasons writing 1 to memory.use_hierarchy will always pass::

	# echo 1 > memory.use_hierarchy

7. Soft limits
==============

Soft limits allow for greater sharing of memory. The idea behind soft limits
is to allow control groups to use as much of the memory as needed, provided

a. There is no memory contention
b. They do not exceed their hard limit

When the system detects memory contention or low memory, control groups
are pushed back to their soft limits. If the soft limit of each control
group is very high, they are pushed back as much as possible to make
sure that one control group does not starve the others of memory.

Please note that soft limits is a best-effort feature; it comes with
no guarantees, but it does its best to make sure that when memory is
heavily contended for, memory is allocated based on the soft limit
hints/setup. Currently soft limit based reclaim is set up such that
it gets invoked from balance_pgdat (kswapd).

7.1 Interface
-------------

Soft limits can be setup by using the following commands (in this example we
assume a soft limit of 256 MiB)::

	# echo 256M > memory.soft_limit_in_bytes

If we want to change this to 1G, we can at any time use::

	# echo 1G > memory.soft_limit_in_bytes

NOTE1:
       Soft limits take effect over a long period of time, since they involve
       reclaiming memory for balancing between memory cgroups
NOTE2:
       It is recommended to set the soft limit always below the hard limit,
       otherwise the hard limit will take precedence.

8. Move charges at task migration
=================================

Users can move charges associated with a task along with task migration, that
is, uncharge task's pages from the old cgroup and charge them to the new cgroup.
This feature is not supported in !CONFIG_MMU environments because of lack of
page tables.

8.1 Interface
-------------

This feature is disabled by default. It can be enabled (and disabled again) by
writing to memory.move_charge_at_immigrate of the destination cgroup.

If you want to enable it::

	# echo (some positive value) > memory.move_charge_at_immigrate

Note:
      Each bits of move_charge_at_immigrate has its own meaning about what type
      of charges should be moved. See 8.2 for details.
Note:
      Charges are moved only when you move mm->owner, in other words,
      a leader of a thread group.
Note:
      If we cannot find enough space for the task in the destination cgroup, we
      try to make space by reclaiming memory. Task migration may fail if we
      cannot make enough space.
Note:
      It can take several seconds if you move charges much.

And if you want disable it again::

	# echo 0 > memory.move_charge_at_immigrate

8.2 Type of charges which can be moved
--------------------------------------

Each bit in move_charge_at_immigrate has its own meaning about what type of
charges should be moved. But in any case, it must be noted that an account of
a page or a swap can be moved only when it is charged to the task's current
(old) memory cgroup.

+---+--------------------------------------------------------------------------+
|bit| what type of charges would be moved ?                                    |
+===+==========================================================================+
| 0 | A charge of an anonymous page (or swap of it) used by the target task.   |
|   | You must enable Swap Extension (see 2.4) to enable move of swap charges. |
+---+--------------------------------------------------------------------------+
| 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory) |
|   | and swaps of tmpfs file) mmapped by the target task. Unlike the case of  |
|   | anonymous pages, file pages (and swaps) in the range mmapped by the task |
|   | will be moved even if the task hasn't done page fault, i.e. they might   |
|   | not be the task's "RSS", but other task's "RSS" that maps the same file. |
|   | And mapcount of the page is ignored (the page can be moved even if       |
|   | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to    |
|   | enable move of swap charges.                                             |
+---+--------------------------------------------------------------------------+

8.3 TODO
--------

- All of moving charge operations are done under cgroup_mutex. It's not good
  behavior to hold the mutex too long, so we may need some trick.

9. Memory thresholds
====================

Memory cgroup implements memory thresholds using the cgroups notification
API (see cgroups.txt). It allows to register multiple memory and memsw
thresholds and gets notifications when it crosses.

To register a threshold, an application must:

- create an eventfd using eventfd(2);
- open memory.usage_in_bytes or memory.memsw.usage_in_bytes;
- write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to
  cgroup.event_control.

Application will be notified through eventfd when memory usage crosses
threshold in any direction.

It's applicable for root and non-root cgroup.

10. OOM Control
===============

memory.oom_control file is for OOM notification and other controls.

Memory cgroup implements OOM notifier using the cgroup notification
API (See cgroups.txt). It allows to register multiple OOM notification
delivery and gets notification when OOM happens.

To register a notifier, an application must:

 - create an eventfd using eventfd(2)
 - open memory.oom_control file
 - write string like "<event_fd> <fd of memory.oom_control>" to
   cgroup.event_control

The application will be notified through eventfd when OOM happens.
OOM notification doesn't work for the root cgroup.

You can disable the OOM-killer by writing "1" to memory.oom_control file, as:

	#echo 1 > memory.oom_control

If OOM-killer is disabled, tasks under cgroup will hang/sleep
in memory cgroup's OOM-waitqueue when they request accountable memory.

For running them, you have to relax the memory cgroup's OOM status by

	* enlarge limit or reduce usage.

To reduce usage,

	* kill some tasks.
	* move some tasks to other group with account migration.
	* remove some files (on tmpfs?)

Then, stopped tasks will work again.

At reading, current status of OOM is shown.

	- oom_kill_disable 0 or 1
	  (if 1, oom-killer is disabled)
	- under_oom	   0 or 1
	  (if 1, the memory cgroup is under OOM, tasks may be stopped.)
        - oom_kill         integer counter
          The number of processes belonging to this cgroup killed by any
          kind of OOM killer.

11. Memory Pressure
===================

The pressure level notifications can be used to monitor the memory
allocation cost; based on the pressure, applications can implement
different strategies of managing their memory resources. The pressure
levels are defined as following:

The "low" level means that the system is reclaiming memory for new
allocations. Monitoring this reclaiming activity might be useful for
maintaining cache level. Upon notification, the program (typically
"Activity Manager") might analyze vmstat and act in advance (i.e.
prematurely shutdown unimportant services).

The "medium" level means that the system is experiencing medium memory
pressure, the system might be making swap, paging out active file caches,
etc. Upon this event applications may decide to further analyze
vmstat/zoneinfo/memcg or internal memory usage statistics and free any
resources that can be easily reconstructed or re-read from a disk.

The "critical" level means that the system is actively thrashing, it is
about to out of memory (OOM) or even the in-kernel OOM killer is on its
way to trigger. Applications should do whatever they can to help the
system. It might be too late to consult with vmstat or any other
statistics, so it's advisable to take an immediate action.

By default, events are propagated upward until the event is handled, i.e. the
events are not pass-through. For example, you have three cgroups: A->B->C. Now
you set up an event listener on cgroups A, B and C, and suppose group C
experiences some pressure. In this situation, only group C will receive the
notification, i.e. groups A and B will not receive it. This is done to avoid
excessive "broadcasting" of messages, which disturbs the system and which is
especially bad if we are low on memory or thrashing. Group B, will receive
notification only if there are no event listers for group C.

There are three optional modes that specify different propagation behavior:

 - "default": this is the default behavior specified above. This mode is the
   same as omitting the optional mode parameter, preserved by backwards
   compatibility.

 - "hierarchy": events always propagate up to the root, similar to the default
   behavior, except that propagation continues regardless of whether there are
   event listeners at each level, with the "hierarchy" mode. In the above
   example, groups A, B, and C will receive notification of memory pressure.

 - "local": events are pass-through, i.e. they only receive notifications when
   memory pressure is experienced in the memcg for which the notification is
   registered. In the above example, group C will receive notification if
   registered for "local" notification and the group experiences memory
   pressure. However, group B will never receive notification, regardless if
   there is an event listener for group C or not, if group B is registered for
   local notification.

The level and event notification mode ("hierarchy" or "local", if necessary) are
specified by a comma-delimited string, i.e. "low,hierarchy" specifies
hierarchical, pass-through, notification for all ancestor memcgs. Notification
that is the default, non pass-through behavior, does not specify a mode.
"medium,local" specifies pass-through notification for the medium level.

The file memory.pressure_level is only used to setup an eventfd. To
register a notification, an application must:

- create an eventfd using eventfd(2);
- open memory.pressure_level;
- write string as "<event_fd> <fd of memory.pressure_level> <level[,mode]>"
  to cgroup.event_control.

Application will be notified through eventfd when memory pressure is at
the specific level (or higher). Read/write operations to
memory.pressure_level are no implemented.

Test:

   Here is a small script example that makes a new cgroup, sets up a
   memory limit, sets up a notification in the cgroup and then makes child
   cgroup experience a critical pressure::

	# cd /sys/fs/cgroup/memory/
	# mkdir foo
	# cd foo
	# cgroup_event_listener memory.pressure_level low,hierarchy &
	# echo 8000000 > memory.limit_in_bytes
	# echo 8000000 > memory.memsw.limit_in_bytes
	# echo $$ > tasks
	# dd if=/dev/zero | read x

   (Expect a bunch of notifications, and eventually, the oom-killer will
   trigger.)

12. TODO
========

1. Make per-cgroup scanner reclaim not-shared pages first
2. Teach controller to account for shared-pages
3. Start reclamation in the background when the limit is
   not yet hit but the usage is getting closer

Summary
=======

Overall, the memory controller has been a stable controller and has been
commented and discussed quite extensively in the community.

References
==========

1. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
2. Singh, Balbir. Memory Controller (RSS Control),
   http://lwn.net/Articles/222762/
3. Emelianov, Pavel. Resource controllers based on process cgroups
   https://lore.kernel.org/r/45ED7DEC.7010403@sw.ru
4. Emelianov, Pavel. RSS controller based on process cgroups (v2)
   https://lore.kernel.org/r/461A3010.90403@sw.ru
5. Emelianov, Pavel. RSS controller based on process cgroups (v3)
   https://lore.kernel.org/r/465D9739.8070209@openvz.org
6. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
7. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
   subsystem (v3), http://lwn.net/Articles/235534/
8. Singh, Balbir. RSS controller v2 test results (lmbench),
   https://lore.kernel.org/r/464C95D4.7070806@linux.vnet.ibm.com
9. Singh, Balbir. RSS controller v2 AIM9 results
   https://lore.kernel.org/r/464D267A.50107@linux.vnet.ibm.com
10. Singh, Balbir. Memory controller v6 test results,
    https://lore.kernel.org/r/20070819094658.654.84837.sendpatchset@balbir-laptop
11. Singh, Balbir. Memory controller introduction (v6),
    https://lore.kernel.org/r/20070817084228.26003.12568.sendpatchset@balbir-laptop
12. Corbet, Jonathan, Controlling memory use in cgroups,
    http://lwn.net/Articles/243795/


code:
===============
Misc controller
===============
Please refer "Misc" documentation in Documentation/admin-guide/cgroup-v2.rst

repo_name: angery/linux


code:
=========================
Network classifier cgroup
=========================

The Network classifier cgroup provides an interface to
tag network packets with a class identifier (classid).

The Traffic Controller (tc) can be used to assign
different priorities to packets from different cgroups.
Also, Netfilter (iptables) can use this tag to perform
actions on such packets.

Creating a net_cls cgroups instance creates a net_cls.classid file.
This net_cls.classid value is initialized to 0.

You can write hexadecimal values to net_cls.classid; the format for these
values is 0xAAAABBBB; AAAA is the major handle number and BBBB
is the minor handle number.
Reading net_cls.classid yields a decimal result.

Example::

	mkdir /sys/fs/cgroup/net_cls
	mount -t cgroup -onet_cls net_cls /sys/fs/cgroup/net_cls
	mkdir /sys/fs/cgroup/net_cls/0
	echo 0x100001 >  /sys/fs/cgroup/net_cls/0/net_cls.classid

- setting a 10:1 handle::

	cat /sys/fs/cgroup/net_cls/0/net_cls.classid
	1048577

- configuring tc::

	tc qdisc add dev eth0 root handle 10: htb
	tc class add dev eth0 parent 10: classid 10:1 htb rate 40mbit

- creating traffic class 10:1::

	tc filter add dev eth0 parent 10: protocol ip prio 10 handle 1: cgroup

configuring iptables, basic example::

	iptables -A OUTPUT -m cgroup ! --cgroup 0x100001 -j DROP


code:
=======================
Network priority cgroup
=======================

The Network priority cgroup provides an interface to allow an administrator to
dynamically set the priority of network traffic generated by various
applications

Nominally, an application would set the priority of its traffic via the
SO_PRIORITY socket option.  This however, is not always possible because:

1) The application may not have been coded to set this value
2) The priority of application traffic is often a site-specific administrative
   decision rather than an application defined one.

This cgroup allows an administrator to assign a process to a group which defines
the priority of egress traffic on a given interface. Network priority groups can
be created by first mounting the cgroup filesystem::

	# mount -t cgroup -onet_prio none /sys/fs/cgroup/net_prio

With the above step, the initial group acting as the parent accounting group
becomes visible at '/sys/fs/cgroup/net_prio'.  This group includes all tasks in
the system. '/sys/fs/cgroup/net_prio/tasks' lists the tasks in this cgroup.

Each net_prio cgroup contains two files that are subsystem specific

net_prio.prioidx
  This file is read-only, and is simply informative.  It contains a unique
  integer value that the kernel uses as an internal representation of this
  cgroup.

net_prio.ifpriomap
  This file contains a map of the priorities assigned to traffic originating
  from processes in this group and egressing the system on various interfaces.
  It contains a list of tuples in the form <ifname priority>.  Contents of this
  file can be modified by echoing a string into the file using the same tuple
  format. For example::

	echo "eth0 5" > /sys/fs/cgroups/net_prio/iscsi/net_prio.ifpriomap

This command would force any traffic originating from processes belonging to the
iscsi net_prio cgroup and egressing on interface eth0 to have the priority of
said traffic set to the value 5. The parent accounting group also has a
writeable 'net_prio.ifpriomap' file that can be used to set a system default
priority.

Priorities are set immediately prior to queueing a frame to the device
queueing discipline (qdisc) so priorities will be assigned prior to the hardware
queue selection being made.

One usage for the net_prio cgroup is with mqprio qdisc allowing application
traffic to be steered to hardware/driver based traffic classes. These mappings
can then be managed by administrators or other networking protocols such as
DCBX.

A new net_prio cgroup inherits the parent's configuration.


code:
=========================
Process Number Controller
=========================

Abstract
--------

The process number controller is used to allow a cgroup hierarchy to stop any
new tasks from being fork()'d or clone()'d after a certain limit is reached.

Since it is trivial to hit the task limit without hitting any kmemcg limits in
place, PIDs are a fundamental resource. As such, PID exhaustion must be
preventable in the scope of a cgroup hierarchy by allowing resource limiting of
the number of tasks in a cgroup.

Usage
-----

In order to use the `pids` controller, set the maximum number of tasks in
pids.max (this is not available in the root cgroup for obvious reasons). The
number of processes currently in the cgroup is given by pids.current.

Organisational operations are not blocked by cgroup policies, so it is possible
to have pids.current > pids.max. This can be done by either setting the limit to
be smaller than pids.current, or attaching enough processes to the cgroup such
that pids.current > pids.max. However, it is not possible to violate a cgroup
policy through fork() or clone(). fork() and clone() will return -EAGAIN if the
creation of a new process would cause a cgroup policy to be violated.

To set a cgroup to have no limit, set pids.max to "max". This is the default for
all new cgroups (N.B. that PID limits are hierarchical, so the most stringent
limit in the hierarchy is followed).

pids.current tracks all child cgroup hierarchies, so parent/pids.current is a
superset of parent/child/pids.current.

The pids.events file contains event counters:

  - max: Number of times fork failed because limit was hit.

Example
-------

First, we mount the pids controller::

	# mkdir -p /sys/fs/cgroup/pids
	# mount -t cgroup -o pids none /sys/fs/cgroup/pids

Then we create a hierarchy, set limits and attach processes to it::

	# mkdir -p /sys/fs/cgroup/pids/parent/child
	# echo 2 > /sys/fs/cgroup/pids/parent/pids.max
	# echo $$ > /sys/fs/cgroup/pids/parent/cgroup.procs
	# cat /sys/fs/cgroup/pids/parent/pids.current
	2
	#

It should be noted that attempts to overcome the set limit (2 in this case) will
fail::

	# cat /sys/fs/cgroup/pids/parent/pids.current
	2
	# ( /bin/echo "Here's some processes for you." | cat )
	sh: fork: Resource temporary unavailable
	#

Even if we migrate to a child cgroup (which doesn't have a set limit), we will
not be able to overcome the most stringent limit in the hierarchy (in this case,
parent's)::

	# echo $$ > /sys/fs/cgroup/pids/parent/child/cgroup.procs
	# cat /sys/fs/cgroup/pids/parent/pids.current
	2
	# cat /sys/fs/cgroup/pids/parent/child/pids.current
	2
	# cat /sys/fs/cgroup/pids/parent/child/pids.max
	max
	# ( /bin/echo "Here's some processes for you." | cat )
	sh: fork: Resource temporary unavailable
	#

We can set a limit that is smaller than pids.current, which will stop any new
processes from being forked at all (note that the shell itself counts towards
pids.current)::

	# echo 1 > /sys/fs/cgroup/pids/parent/pids.max
	# /bin/echo "We can't even spawn a single process now."
	sh: fork: Resource temporary unavailable
	# echo 0 > /sys/fs/cgroup/pids/parent/pids.max
	# /bin/echo "We can't even spawn a single process now."
	sh: fork: Resource temporary unavailable
	#


code:
===============
RDMA Controller
===============

.. Contents

   1. Overview
     1-1. What is RDMA controller?
     1-2. Why RDMA controller needed?
     1-3. How is RDMA controller implemented?
   2. Usage Examples

1. Overview
===========

1-1. What is RDMA controller?
-----------------------------

RDMA controller allows user to limit RDMA/IB specific resources that a given
set of processes can use. These processes are grouped using RDMA controller.

RDMA controller defines two resources which can be limited for processes of a
cgroup.

1-2. Why RDMA controller needed?
--------------------------------

Currently user space applications can easily take away all the rdma verb
specific resources such as AH, CQ, QP, MR etc. Due to which other applications
in other cgroup or kernel space ULPs may not even get chance to allocate any
rdma resources. This can lead to service unavailability.

Therefore RDMA controller is needed through which resource consumption
of processes can be limited. Through this controller different rdma
resources can be accounted.

1-3. How is RDMA controller implemented?
----------------------------------------

RDMA cgroup allows limit configuration of resources. Rdma cgroup maintains
resource accounting per cgroup, per device using resource pool structure.
Each such resource pool is limited up to 64 resources in given resource pool
by rdma cgroup, which can be extended later if required.

This resource pool object is linked to the cgroup css. Typically there
are 0 to 4 resource pool instances per cgroup, per device in most use cases.
But nothing limits to have it more. At present hundreds of RDMA devices per
single cgroup may not be handled optimally, however there is no
known use case or requirement for such configuration either.

Since RDMA resources can be allocated from any process and can be freed by any
of the child processes which shares the address space, rdma resources are
always owned by the creator cgroup css. This allows process migration from one
to other cgroup without major complexity of transferring resource ownership;
because such ownership is not really present due to shared nature of
rdma resources. Linking resources around css also ensures that cgroups can be
deleted after processes migrated. This allow progress migration as well with
active resources, even though that is not a primary use case.

Whenever RDMA resource charging occurs, owner rdma cgroup is returned to
the caller. Same rdma cgroup should be passed while uncharging the resource.
This also allows process migrated with active RDMA resource to charge
to new owner cgroup for new resource. It also allows to uncharge resource of
a process from previously charged cgroup which is migrated to new cgroup,
even though that is not a primary use case.

Resource pool object is created in following situations.
(a) User sets the limit and no previous resource pool exist for the device
of interest for the cgroup.
(b) No resource limits were configured, but IB/RDMA stack tries to
charge the resource. So that it correctly uncharge them when applications are
running without limits and later on when limits are enforced during uncharging,
otherwise usage count will drop to negative.

Resource pool is destroyed if all the resource limits are set to max and
it is the last resource getting deallocated.

User should set all the limit to max value if it intents to remove/unconfigure
the resource pool for a particular device.

IB stack honors limits enforced by the rdma controller. When application
query about maximum resource limits of IB device, it returns minimum of
what is configured by user for a given cgroup and what is supported by
IB device.

Following resources can be accounted by rdma controller.

  ==========    =============================
  hca_handle	Maximum number of HCA Handles
  hca_object 	Maximum number of HCA Objects
  ==========    =============================

2. Usage Examples
=================

(a) Configure resource limit::

	echo mlx4_0 hca_handle=2 hca_object=2000 > /sys/fs/cgroup/rdma/1/rdma.max
	echo ocrdma1 hca_handle=3 > /sys/fs/cgroup/rdma/2/rdma.max

(b) Query resource limit::

	cat /sys/fs/cgroup/rdma/2/rdma.max
	#Output:
	mlx4_0 hca_handle=2 hca_object=2000
	ocrdma1 hca_handle=3 hca_object=max

(c) Query current usage::

	cat /sys/fs/cgroup/rdma/2/rdma.current
	#Output:
	mlx4_0 hca_handle=1 hca_object=20
	ocrdma1 hca_handle=1 hca_object=23

(d) Delete resource limit::

	echo mlx4_0 hca_handle=max hca_object=max > /sys/fs/cgroup/rdma/1/rdma.max