1==========================
2Memory Resource Controller
3==========================
4
5.. caution::
6      This document is hopelessly outdated and it asks for a complete
7      rewrite. It still contains a useful information so we are keeping it
8      here but make sure to check the current code if you need a deeper
9      understanding.
10
11.. note::
12      The Memory Resource Controller has generically been referred to as the
13      memory controller in this document. Do not confuse memory controller
14      used here with the memory controller that is used in hardware.
15
16.. hint::
17      When we mention a cgroup (cgroupfs's directory) with memory controller,
18      we call it "memory cgroup". When you see git-log and source code, you'll
19      see patch's title and function names tend to use "memcg".
20      In this document, we avoid using it.
21
22Benefits and Purpose of the memory controller
23=============================================
24
25The memory controller isolates the memory behaviour of a group of tasks
26from the rest of the system. The article on LWN [12]_ mentions some probable
27uses of the memory controller. The memory controller can be used to
28
29a. Isolate an application or a group of applications
30   Memory-hungry applications can be isolated and limited to a smaller
31   amount of memory.
32b. Create a cgroup with a limited amount of memory; this can be used
33   as a good alternative to booting with mem=XXXX.
34c. Virtualization solutions can control the amount of memory they want
35   to assign to a virtual machine instance.
36d. A CD/DVD burner could control the amount of memory used by the
37   rest of the system to ensure that burning does not fail due to lack
38   of available memory.
39e. There are several other use cases; find one or use the controller just
40   for fun (to learn and hack on the VM subsystem).
41
42Current Status: linux-2.6.34-mmotm(development version of 2010/April)
43
44Features:
45
46 - accounting anonymous pages, file caches, swap caches usage and limiting them.
47 - pages are linked to per-memcg LRU exclusively, and there is no global LRU.
48 - optionally, memory+swap usage can be accounted and limited.
49 - hierarchical accounting
50 - soft limit
51 - moving (recharging) account at moving a task is selectable.
52 - usage threshold notifier
53 - memory pressure notifier
54 - oom-killer disable knob and oom-notifier
55 - Root cgroup has no limit controls.
56
57 Kernel memory support is a work in progress, and the current version provides
58 basically functionality. (See :ref:`section 2.7
59 <cgroup-v1-memory-kernel-extension>`)
60
61Brief summary of control files.
62
63==================================== ==========================================
64 tasks				     attach a task(thread) and show list of
65				     threads
66 cgroup.procs			     show list of processes
67 cgroup.event_control		     an interface for event_fd()
68				     This knob is not available on CONFIG_PREEMPT_RT systems.
69 memory.usage_in_bytes		     show current usage for memory
70				     (See 5.5 for details)
71 memory.memsw.usage_in_bytes	     show current usage for memory+Swap
72				     (See 5.5 for details)
73 memory.limit_in_bytes		     set/show limit of memory usage
74 memory.memsw.limit_in_bytes	     set/show limit of memory+Swap usage
75 memory.failcnt			     show the number of memory usage hits limits
76 memory.memsw.failcnt		     show the number of memory+Swap hits limits
77 memory.max_usage_in_bytes	     show max memory usage recorded
78 memory.memsw.max_usage_in_bytes     show max memory+Swap usage recorded
79 memory.soft_limit_in_bytes	     set/show soft limit of memory usage
80				     This knob is not available on CONFIG_PREEMPT_RT systems.
81 memory.stat			     show various statistics
82 memory.use_hierarchy		     set/show hierarchical account enabled
83                                     This knob is deprecated and shouldn't be
84                                     used.
85 memory.force_empty		     trigger forced page reclaim
86 memory.pressure_level		     set memory pressure notifications
87 memory.swappiness		     set/show swappiness parameter of vmscan
88				     (See sysctl's vm.swappiness)
89 memory.move_charge_at_immigrate     set/show controls of moving charges
90                                     This knob is deprecated and shouldn't be
91                                     used.
92 memory.oom_control		     set/show oom controls.
93 memory.numa_stat		     show the number of memory usage per numa
94				     node
95 memory.kmem.usage_in_bytes          show current kernel memory allocation
96 memory.kmem.failcnt                 show the number of kernel memory usage
97				     hits limits
98 memory.kmem.max_usage_in_bytes      show max kernel memory usage recorded
99
100 memory.kmem.tcp.limit_in_bytes      set/show hard limit for tcp buf memory
101 memory.kmem.tcp.usage_in_bytes      show current tcp buf memory allocation
102 memory.kmem.tcp.failcnt             show the number of tcp buf memory usage
103				     hits limits
104 memory.kmem.tcp.max_usage_in_bytes  show max tcp buf memory usage recorded
105==================================== ==========================================
106
1071. History
108==========
109
110The memory controller has a long history. A request for comments for the memory
111controller was posted by Balbir Singh [1]_. At the time the RFC was posted
112there were several implementations for memory control. The goal of the
113RFC was to build consensus and agreement for the minimal features required
114for memory control. The first RSS controller was posted by Balbir Singh [2]_
115in Feb 2007. Pavel Emelianov [3]_ [4]_ [5]_ has since posted three versions
116of the RSS controller. At OLS, at the resource management BoF, everyone
117suggested that we handle both page cache and RSS together. Another request was
118raised to allow user space handling of OOM. The current memory controller is
119at version 6; it combines both mapped (RSS) and unmapped Page
120Cache Control [11]_.
121
1222. Memory Control
123=================
124
125Memory is a unique resource in the sense that it is present in a limited
126amount. If a task requires a lot of CPU processing, the task can spread
127its processing over a period of hours, days, months or years, but with
128memory, the same physical memory needs to be reused to accomplish the task.
129
130The memory controller implementation has been divided into phases. These
131are:
132
1331. Memory controller
1342. mlock(2) controller
1353. Kernel user memory accounting and slab control
1364. user mappings length controller
137
138The memory controller is the first controller developed.
139
1402.1. Design
141-----------
142
143The core of the design is a counter called the page_counter. The
144page_counter tracks the current memory usage and limit of the group of
145processes associated with the controller. Each cgroup has a memory controller
146specific data structure (mem_cgroup) associated with it.
147
1482.2. Accounting
149---------------
150
151.. code-block::
152   :caption: Figure 1: Hierarchy of Accounting
153
154		+--------------------+
155		|  mem_cgroup        |
156		|  (page_counter)    |
157		+--------------------+
158		 /            ^      \
159		/             |       \
160           +---------------+  |        +---------------+
161           | mm_struct     |  |....    | mm_struct     |
162           |               |  |        |               |
163           +---------------+  |        +---------------+
164                              |
165                              + --------------+
166                                              |
167           +---------------+           +------+--------+
168           | page          +---------->  page_cgroup|
169           |               |           |               |
170           +---------------+           +---------------+
171
172
173
174Figure 1 shows the important aspects of the controller
175
1761. Accounting happens per cgroup
1772. Each mm_struct knows about which cgroup it belongs to
1783. Each page has a pointer to the page_cgroup, which in turn knows the
179   cgroup it belongs to
180
181The accounting is done as follows: mem_cgroup_charge_common() is invoked to
182set up the necessary data structures and check if the cgroup that is being
183charged is over its limit. If it is, then reclaim is invoked on the cgroup.
184More details can be found in the reclaim section of this document.
185If everything goes well, a page meta-data-structure called page_cgroup is
186updated. page_cgroup has its own LRU on cgroup.
187(*) page_cgroup structure is allocated at boot/memory-hotplug time.
188
1892.2.1 Accounting details
190------------------------
191
192All mapped anon pages (RSS) and cache pages (Page Cache) are accounted.
193Some pages which are never reclaimable and will not be on the LRU
194are not accounted. We just account pages under usual VM management.
195
196RSS pages are accounted at page_fault unless they've already been accounted
197for earlier. A file page will be accounted for as Page Cache when it's
198inserted into inode (xarray). While it's mapped into the page tables of
199processes, duplicate accounting is carefully avoided.
200
201An RSS page is unaccounted when it's fully unmapped. A PageCache page is
202unaccounted when it's removed from xarray. Even if RSS pages are fully
203unmapped (by kswapd), they may exist as SwapCache in the system until they
204are really freed. Such SwapCaches are also accounted.
205A swapped-in page is accounted after adding into swapcache.
206
207Note: The kernel does swapin-readahead and reads multiple swaps at once.
208Since page's memcg recorded into swap whatever memsw enabled, the page will
209be accounted after swapin.
210
211At page migration, accounting information is kept.
212
213Note: we just account pages-on-LRU because our purpose is to control amount
214of used pages; not-on-LRU pages tend to be out-of-control from VM view.
215
2162.3 Shared Page Accounting
217--------------------------
218
219Shared pages are accounted on the basis of the first touch approach. The
220cgroup that first touches a page is accounted for the page. The principle
221behind this approach is that a cgroup that aggressively uses a shared
222page will eventually get charged for it (once it is uncharged from
223the cgroup that brought it in -- this will happen on memory pressure).
224
225But see :ref:`section 8.2 <cgroup-v1-memory-movable-charges>` when moving a
226task to another cgroup, its pages may be recharged to the new cgroup, if
227move_charge_at_immigrate has been chosen.
228
2292.4 Swap Extension
230--------------------------------------
231
232Swap usage is always recorded for each of cgroup. Swap Extension allows you to
233read and limit it.
234
235When CONFIG_SWAP is enabled, following files are added.
236
237 - memory.memsw.usage_in_bytes.
238 - memory.memsw.limit_in_bytes.
239
240memsw means memory+swap. Usage of memory+swap is limited by
241memsw.limit_in_bytes.
242
243Example: Assume a system with 4G of swap. A task which allocates 6G of memory
244(by mistake) under 2G memory limitation will use all swap.
245In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap.
246By using the memsw limit, you can avoid system OOM which can be caused by swap
247shortage.
248
2492.4.1 why 'memory+swap' rather than swap
250~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
251
252The global LRU(kswapd) can swap out arbitrary pages. Swap-out means
253to move account from memory to swap...there is no change in usage of
254memory+swap. In other words, when we want to limit the usage of swap without
255affecting global LRU, memory+swap limit is better than just limiting swap from
256an OS point of view.
257
2582.4.2. What happens when a cgroup hits memory.memsw.limit_in_bytes
259~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
260
261When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out
262in this cgroup. Then, swap-out will not be done by cgroup routine and file
263caches are dropped. But as mentioned above, global LRU can do swapout memory
264from it for sanity of the system's memory management state. You can't forbid
265it by cgroup.
266
2672.5 Reclaim
268-----------
269
270Each cgroup maintains a per cgroup LRU which has the same structure as
271global VM. When a cgroup goes over its limit, we first try
272to reclaim memory from the cgroup so as to make space for the new
273pages that the cgroup has touched. If the reclaim is unsuccessful,
274an OOM routine is invoked to select and kill the bulkiest task in the
275cgroup. (See :ref:`10. OOM Control <cgroup-v1-memory-oom-control>` below.)
276
277The reclaim algorithm has not been modified for cgroups, except that
278pages that are selected for reclaiming come from the per-cgroup LRU
279list.
280
281.. note::
282   Reclaim does not work for the root cgroup, since we cannot set any
283   limits on the root cgroup.
284
285.. note::
286   When panic_on_oom is set to "2", the whole system will panic.
287
288When oom event notifier is registered, event will be delivered.
289(See :ref:`oom_control <cgroup-v1-memory-oom-control>` section)
290
2912.6 Locking
292-----------
293
294Lock order is as follows::
295
296  Page lock (PG_locked bit of page->flags)
297    mm->page_table_lock or split pte_lock
298      folio_memcg_lock (memcg->move_lock)
299        mapping->i_pages lock
300          lruvec->lru_lock.
301
302Per-node-per-memcgroup LRU (cgroup's private LRU) is guarded by
303lruvec->lru_lock; PG_lru bit of page->flags is cleared before
304isolating a page from its LRU under lruvec->lru_lock.
305
306.. _cgroup-v1-memory-kernel-extension:
307
3082.7 Kernel Memory Extension
309-----------------------------------------------
310
311With the Kernel memory extension, the Memory Controller is able to limit
312the amount of kernel memory used by the system. Kernel memory is fundamentally
313different than user memory, since it can't be swapped out, which makes it
314possible to DoS the system by consuming too much of this precious resource.
315
316Kernel memory accounting is enabled for all memory cgroups by default. But
317it can be disabled system-wide by passing cgroup.memory=nokmem to the kernel
318at boot time. In this case, kernel memory will not be accounted at all.
319
320Kernel memory limits are not imposed for the root cgroup. Usage for the root
321cgroup may or may not be accounted. The memory used is accumulated into
322memory.kmem.usage_in_bytes, or in a separate counter when it makes sense.
323(currently only for tcp).
324
325The main "kmem" counter is fed into the main counter, so kmem charges will
326also be visible from the user counter.
327
328Currently no soft limit is implemented for kernel memory. It is future work
329to trigger slab reclaim when those limits are reached.
330
3312.7.1 Current Kernel Memory resources accounted
332-----------------------------------------------
333
334stack pages:
335  every process consumes some stack pages. By accounting into
336  kernel memory, we prevent new processes from being created when the kernel
337  memory usage is too high.
338
339slab pages:
340  pages allocated by the SLAB or SLUB allocator are tracked. A copy
341  of each kmem_cache is created every time the cache is touched by the first time
342  from inside the memcg. The creation is done lazily, so some objects can still be
343  skipped while the cache is being created. All objects in a slab page should
344  belong to the same memcg. This only fails to hold when a task is migrated to a
345  different memcg during the page allocation by the cache.
346
347sockets memory pressure:
348  some sockets protocols have memory pressure
349  thresholds. The Memory Controller allows them to be controlled individually
350  per cgroup, instead of globally.
351
352tcp memory pressure:
353  sockets memory pressure for the tcp protocol.
354
3552.7.2 Common use cases
356----------------------
357
358Because the "kmem" counter is fed to the main user counter, kernel memory can
359never be limited completely independently of user memory. Say "U" is the user
360limit, and "K" the kernel limit. There are three possible ways limits can be
361set:
362
363U != 0, K = unlimited:
364    This is the standard memcg limitation mechanism already present before kmem
365    accounting. Kernel memory is completely ignored.
366
367U != 0, K < U:
368    Kernel memory is a subset of the user memory. This setup is useful in
369    deployments where the total amount of memory per-cgroup is overcommitted.
370    Overcommitting kernel memory limits is definitely not recommended, since the
371    box can still run out of non-reclaimable memory.
372    In this case, the admin could set up K so that the sum of all groups is
373    never greater than the total memory, and freely set U at the cost of his
374    QoS.
375
376    .. warning::
377       In the current implementation, memory reclaim will NOT be triggered for
378       a cgroup when it hits K while staying below U, which makes this setup
379       impractical.
380
381U != 0, K >= U:
382    Since kmem charges will also be fed to the user counter and reclaim will be
383    triggered for the cgroup for both kinds of memory. This setup gives the
384    admin a unified view of memory, and it is also useful for people who just
385    want to track kernel memory usage.
386
3873. User Interface
388=================
389
390To use the user interface:
391
3921. Enable CONFIG_CGROUPS and CONFIG_MEMCG options
3932. Prepare the cgroups (see :ref:`Why are cgroups needed?
394   <cgroups-why-needed>` for the background information)::
395
396	# mount -t tmpfs none /sys/fs/cgroup
397	# mkdir /sys/fs/cgroup/memory
398	# mount -t cgroup none /sys/fs/cgroup/memory -o memory
399
4003. Make the new group and move bash into it::
401
402	# mkdir /sys/fs/cgroup/memory/0
403	# echo $$ > /sys/fs/cgroup/memory/0/tasks
404
4054. Since now we're in the 0 cgroup, we can alter the memory limit::
406
407	# echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes
408
409   The limit can now be queried::
410
411	# cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes
412	4194304
413
414.. note::
415   We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
416   mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes,
417   Gibibytes.)
418
419.. note::
420   We can write "-1" to reset the ``*.limit_in_bytes(unlimited)``.
421
422.. note::
423   We cannot set limits on the root cgroup any more.
424
425
426We can check the usage::
427
428  # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes
429  1216512
430
431A successful write to this file does not guarantee a successful setting of
432this limit to the value written into the file. This can be due to a
433number of factors, such as rounding up to page boundaries or the total
434availability of memory on the system. The user is required to re-read
435this file after a write to guarantee the value committed by the kernel::
436
437  # echo 1 > memory.limit_in_bytes
438  # cat memory.limit_in_bytes
439  4096
440
441The memory.failcnt field gives the number of times that the cgroup limit was
442exceeded.
443
444The memory.stat file gives accounting information. Now, the number of
445caches, RSS and Active pages/Inactive pages are shown.
446
4474. Testing
448==========
449
450For testing features and implementation, see memcg_test.txt.
451
452Performance test is also important. To see pure memory controller's overhead,
453testing on tmpfs will give you good numbers of small overheads.
454Example: do kernel make on tmpfs.
455
456Page-fault scalability is also important. At measuring parallel
457page fault test, multi-process test may be better than multi-thread
458test because it has noise of shared objects/status.
459
460But the above two are testing extreme situations.
461Trying usual test under memory controller is always helpful.
462
463.. _cgroup-v1-memory-test-troubleshoot:
464
4654.1 Troubleshooting
466-------------------
467
468Sometimes a user might find that the application under a cgroup is
469terminated by the OOM killer. There are several causes for this:
470
4711. The cgroup limit is too low (just too low to do anything useful)
4722. The user is using anonymous memory and swap is turned off or too low
473
474A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
475some of the pages cached in the cgroup (page cache pages).
476
477To know what happens, disabling OOM_Kill as per :ref:`"10. OOM Control"
478<cgroup-v1-memory-oom-control>` (below) and seeing what happens will be
479helpful.
480
481.. _cgroup-v1-memory-test-task-migration:
482
4834.2 Task migration
484------------------
485
486When a task migrates from one cgroup to another, its charge is not
487carried forward by default. The pages allocated from the original cgroup still
488remain charged to it, the charge is dropped when the page is freed or
489reclaimed.
490
491You can move charges of a task along with task migration.
492See :ref:`8. "Move charges at task migration" <cgroup-v1-memory-move-charges>`
493
4944.3 Removing a cgroup
495---------------------
496
497A cgroup can be removed by rmdir, but as discussed in :ref:`sections 4.1
498<cgroup-v1-memory-test-troubleshoot>` and :ref:`4.2
499<cgroup-v1-memory-test-task-migration>`, a cgroup might have some charge
500associated with it, even though all tasks have migrated away from it. (because
501we charge against pages, not against tasks.)
502
503We move the stats to parent, and no change on the charge except uncharging
504from the child.
505
506Charges recorded in swap information is not updated at removal of cgroup.
507Recorded information is discarded and a cgroup which uses swap (swapcache)
508will be charged as a new owner of it.
509
5105. Misc. interfaces
511===================
512
5135.1 force_empty
514---------------
515  memory.force_empty interface is provided to make cgroup's memory usage empty.
516  When writing anything to this::
517
518    # echo 0 > memory.force_empty
519
520  the cgroup will be reclaimed and as many pages reclaimed as possible.
521
522  The typical use case for this interface is before calling rmdir().
523  Though rmdir() offlines memcg, but the memcg may still stay there due to
524  charged file caches. Some out-of-use page caches may keep charged until
525  memory pressure happens. If you want to avoid that, force_empty will be useful.
526
5275.2 stat file
528-------------
529
530memory.stat file includes following statistics:
531
532  * per-memory cgroup local status
533
534    =============== ===============================================================
535    cache           # of bytes of page cache memory.
536    rss             # of bytes of anonymous and swap cache memory (includes
537                    transparent hugepages).
538    rss_huge        # of bytes of anonymous transparent hugepages.
539    mapped_file     # of bytes of mapped file (includes tmpfs/shmem)
540    pgpgin          # of charging events to the memory cgroup. The charging
541                    event happens each time a page is accounted as either mapped
542                    anon page(RSS) or cache page(Page Cache) to the cgroup.
543    pgpgout         # of uncharging events to the memory cgroup. The uncharging
544                    event happens each time a page is unaccounted from the
545                    cgroup.
546    swap            # of bytes of swap usage
547    dirty           # of bytes that are waiting to get written back to the disk.
548    writeback       # of bytes of file/anon cache that are queued for syncing to
549                    disk.
550    inactive_anon   # of bytes of anonymous and swap cache memory on inactive
551                    LRU list.
552    active_anon     # of bytes of anonymous and swap cache memory on active
553                    LRU list.
554    inactive_file   # of bytes of file-backed memory and MADV_FREE anonymous
555                    memory (LazyFree pages) on inactive LRU list.
556    active_file     # of bytes of file-backed memory on active LRU list.
557    unevictable     # of bytes of memory that cannot be reclaimed (mlocked etc).
558    =============== ===============================================================
559
560  * status considering hierarchy (see memory.use_hierarchy settings):
561
562    ========================= ===================================================
563    hierarchical_memory_limit # of bytes of memory limit with regard to
564                              hierarchy
565                              under which the memory cgroup is
566    hierarchical_memsw_limit  # of bytes of memory+swap limit with regard to
567                              hierarchy under which memory cgroup is.
568
569    total_<counter>           # hierarchical version of <counter>, which in
570                              addition to the cgroup's own value includes the
571                              sum of all hierarchical children's values of
572                              <counter>, i.e. total_cache
573    ========================= ===================================================
574
575  * additional vm parameters (depends on CONFIG_DEBUG_VM):
576
577    ========================= ========================================
578    recent_rotated_anon       VM internal parameter. (see mm/vmscan.c)
579    recent_rotated_file       VM internal parameter. (see mm/vmscan.c)
580    recent_scanned_anon       VM internal parameter. (see mm/vmscan.c)
581    recent_scanned_file       VM internal parameter. (see mm/vmscan.c)
582    ========================= ========================================
583
584.. hint::
585	recent_rotated means recent frequency of LRU rotation.
586	recent_scanned means recent # of scans to LRU.
587	showing for better debug please see the code for meanings.
588
589.. note::
590	Only anonymous and swap cache memory is listed as part of 'rss' stat.
591	This should not be confused with the true 'resident set size' or the
592	amount of physical memory used by the cgroup.
593
594	'rss + mapped_file" will give you resident set size of cgroup.
595
596	(Note: file and shmem may be shared among other cgroups. In that case,
597	mapped_file is accounted only when the memory cgroup is owner of page
598	cache.)
599
6005.3 swappiness
601--------------
602
603Overrides /proc/sys/vm/swappiness for the particular group. The tunable
604in the root cgroup corresponds to the global swappiness setting.
605
606Please note that unlike during the global reclaim, limit reclaim
607enforces that 0 swappiness really prevents from any swapping even if
608there is a swap storage available. This might lead to memcg OOM killer
609if there are no file pages to reclaim.
610
6115.4 failcnt
612-----------
613
614A memory cgroup provides memory.failcnt and memory.memsw.failcnt files.
615This failcnt(== failure count) shows the number of times that a usage counter
616hit its limit. When a memory cgroup hits a limit, failcnt increases and
617memory under it will be reclaimed.
618
619You can reset failcnt by writing 0 to failcnt file::
620
621	# echo 0 > .../memory.failcnt
622
6235.5 usage_in_bytes
624------------------
625
626For efficiency, as other kernel components, memory cgroup uses some optimization
627to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the
628method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz
629value for efficient access. (Of course, when necessary, it's synchronized.)
630If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP)
631value in memory.stat(see 5.2).
632
6335.6 numa_stat
634-------------
635
636This is similar to numa_maps but operates on a per-memcg basis.  This is
637useful for providing visibility into the numa locality information within
638an memcg since the pages are allowed to be allocated from any physical
639node.  One of the use cases is evaluating application performance by
640combining this information with the application's CPU allocation.
641
642Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable"
643per-node page counts including "hierarchical_<counter>" which sums up all
644hierarchical children's values in addition to the memcg's own value.
645
646The output format of memory.numa_stat is::
647
648  total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ...
649  file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ...
650  anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
651  unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
652  hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ...
653
654The "total" count is sum of file + anon + unevictable.
655
6566. Hierarchy support
657====================
658
659The memory controller supports a deep hierarchy and hierarchical accounting.
660The hierarchy is created by creating the appropriate cgroups in the
661cgroup filesystem. Consider for example, the following cgroup filesystem
662hierarchy::
663
664	       root
665	     /  |   \
666            /	|    \
667	   a	b     c
668		      | \
669		      |  \
670		      d   e
671
672In the diagram above, with hierarchical accounting enabled, all memory
673usage of e, is accounted to its ancestors up until the root (i.e, c and root).
674If one of the ancestors goes over its limit, the reclaim algorithm reclaims
675from the tasks in the ancestor and the children of the ancestor.
676
6776.1 Hierarchical accounting and reclaim
678---------------------------------------
679
680Hierarchical accounting is enabled by default. Disabling the hierarchical
681accounting is deprecated. An attempt to do it will result in a failure
682and a warning printed to dmesg.
683
684For compatibility reasons writing 1 to memory.use_hierarchy will always pass::
685
686	# echo 1 > memory.use_hierarchy
687
6887. Soft limits
689==============
690
691Soft limits allow for greater sharing of memory. The idea behind soft limits
692is to allow control groups to use as much of the memory as needed, provided
693
694a. There is no memory contention
695b. They do not exceed their hard limit
696
697When the system detects memory contention or low memory, control groups
698are pushed back to their soft limits. If the soft limit of each control
699group is very high, they are pushed back as much as possible to make
700sure that one control group does not starve the others of memory.
701
702Please note that soft limits is a best-effort feature; it comes with
703no guarantees, but it does its best to make sure that when memory is
704heavily contended for, memory is allocated based on the soft limit
705hints/setup. Currently soft limit based reclaim is set up such that
706it gets invoked from balance_pgdat (kswapd).
707
7087.1 Interface
709-------------
710
711Soft limits can be setup by using the following commands (in this example we
712assume a soft limit of 256 MiB)::
713
714	# echo 256M > memory.soft_limit_in_bytes
715
716If we want to change this to 1G, we can at any time use::
717
718	# echo 1G > memory.soft_limit_in_bytes
719
720.. note::
721       Soft limits take effect over a long period of time, since they involve
722       reclaiming memory for balancing between memory cgroups
723
724.. note::
725       It is recommended to set the soft limit always below the hard limit,
726       otherwise the hard limit will take precedence.
727
728.. _cgroup-v1-memory-move-charges:
729
7308. Move charges at task migration (DEPRECATED!)
731===============================================
732
733THIS IS DEPRECATED!
734
735It's expensive and unreliable! It's better practice to launch workload
736tasks directly from inside their target cgroup. Use dedicated workload
737cgroups to allow fine-grained policy adjustments without having to
738move physical pages between control domains.
739
740Users can move charges associated with a task along with task migration, that
741is, uncharge task's pages from the old cgroup and charge them to the new cgroup.
742This feature is not supported in !CONFIG_MMU environments because of lack of
743page tables.
744
7458.1 Interface
746-------------
747
748This feature is disabled by default. It can be enabled (and disabled again) by
749writing to memory.move_charge_at_immigrate of the destination cgroup.
750
751If you want to enable it::
752
753	# echo (some positive value) > memory.move_charge_at_immigrate
754
755.. note::
756      Each bits of move_charge_at_immigrate has its own meaning about what type
757      of charges should be moved. See :ref:`section 8.2
758      <cgroup-v1-memory-movable-charges>` for details.
759
760.. note::
761      Charges are moved only when you move mm->owner, in other words,
762      a leader of a thread group.
763
764.. note::
765      If we cannot find enough space for the task in the destination cgroup, we
766      try to make space by reclaiming memory. Task migration may fail if we
767      cannot make enough space.
768
769.. note::
770      It can take several seconds if you move charges much.
771
772And if you want disable it again::
773
774	# echo 0 > memory.move_charge_at_immigrate
775
776.. _cgroup-v1-memory-movable-charges:
777
7788.2 Type of charges which can be moved
779--------------------------------------
780
781Each bit in move_charge_at_immigrate has its own meaning about what type of
782charges should be moved. But in any case, it must be noted that an account of
783a page or a swap can be moved only when it is charged to the task's current
784(old) memory cgroup.
785
786+---+--------------------------------------------------------------------------+
787|bit| what type of charges would be moved ?                                    |
788+===+==========================================================================+
789| 0 | A charge of an anonymous page (or swap of it) used by the target task.   |
790|   | You must enable Swap Extension (see 2.4) to enable move of swap charges. |
791+---+--------------------------------------------------------------------------+
792| 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory) |
793|   | and swaps of tmpfs file) mmapped by the target task. Unlike the case of  |
794|   | anonymous pages, file pages (and swaps) in the range mmapped by the task |
795|   | will be moved even if the task hasn't done page fault, i.e. they might   |
796|   | not be the task's "RSS", but other task's "RSS" that maps the same file. |
797|   | And mapcount of the page is ignored (the page can be moved even if       |
798|   | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to    |
799|   | enable move of swap charges.                                             |
800+---+--------------------------------------------------------------------------+
801
8028.3 TODO
803--------
804
805- All of moving charge operations are done under cgroup_mutex. It's not good
806  behavior to hold the mutex too long, so we may need some trick.
807
8089. Memory thresholds
809====================
810
811Memory cgroup implements memory thresholds using the cgroups notification
812API (see cgroups.txt). It allows to register multiple memory and memsw
813thresholds and gets notifications when it crosses.
814
815To register a threshold, an application must:
816
817- create an eventfd using eventfd(2);
818- open memory.usage_in_bytes or memory.memsw.usage_in_bytes;
819- write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to
820  cgroup.event_control.
821
822Application will be notified through eventfd when memory usage crosses
823threshold in any direction.
824
825It's applicable for root and non-root cgroup.
826
827.. _cgroup-v1-memory-oom-control:
828
82910. OOM Control
830===============
831
832memory.oom_control file is for OOM notification and other controls.
833
834Memory cgroup implements OOM notifier using the cgroup notification
835API (See cgroups.txt). It allows to register multiple OOM notification
836delivery and gets notification when OOM happens.
837
838To register a notifier, an application must:
839
840 - create an eventfd using eventfd(2)
841 - open memory.oom_control file
842 - write string like "<event_fd> <fd of memory.oom_control>" to
843   cgroup.event_control
844
845The application will be notified through eventfd when OOM happens.
846OOM notification doesn't work for the root cgroup.
847
848You can disable the OOM-killer by writing "1" to memory.oom_control file, as:
849
850	#echo 1 > memory.oom_control
851
852If OOM-killer is disabled, tasks under cgroup will hang/sleep
853in memory cgroup's OOM-waitqueue when they request accountable memory.
854
855For running them, you have to relax the memory cgroup's OOM status by
856
857	* enlarge limit or reduce usage.
858
859To reduce usage,
860
861	* kill some tasks.
862	* move some tasks to other group with account migration.
863	* remove some files (on tmpfs?)
864
865Then, stopped tasks will work again.
866
867At reading, current status of OOM is shown.
868
869	- oom_kill_disable 0 or 1
870	  (if 1, oom-killer is disabled)
871	- under_oom	   0 or 1
872	  (if 1, the memory cgroup is under OOM, tasks may be stopped.)
873        - oom_kill         integer counter
874          The number of processes belonging to this cgroup killed by any
875          kind of OOM killer.
876
87711. Memory Pressure
878===================
879
880The pressure level notifications can be used to monitor the memory
881allocation cost; based on the pressure, applications can implement
882different strategies of managing their memory resources. The pressure
883levels are defined as following:
884
885The "low" level means that the system is reclaiming memory for new
886allocations. Monitoring this reclaiming activity might be useful for
887maintaining cache level. Upon notification, the program (typically
888"Activity Manager") might analyze vmstat and act in advance (i.e.
889prematurely shutdown unimportant services).
890
891The "medium" level means that the system is experiencing medium memory
892pressure, the system might be making swap, paging out active file caches,
893etc. Upon this event applications may decide to further analyze
894vmstat/zoneinfo/memcg or internal memory usage statistics and free any
895resources that can be easily reconstructed or re-read from a disk.
896
897The "critical" level means that the system is actively thrashing, it is
898about to out of memory (OOM) or even the in-kernel OOM killer is on its
899way to trigger. Applications should do whatever they can to help the
900system. It might be too late to consult with vmstat or any other
901statistics, so it's advisable to take an immediate action.
902
903By default, events are propagated upward until the event is handled, i.e. the
904events are not pass-through. For example, you have three cgroups: A->B->C. Now
905you set up an event listener on cgroups A, B and C, and suppose group C
906experiences some pressure. In this situation, only group C will receive the
907notification, i.e. groups A and B will not receive it. This is done to avoid
908excessive "broadcasting" of messages, which disturbs the system and which is
909especially bad if we are low on memory or thrashing. Group B, will receive
910notification only if there are no event listeners for group C.
911
912There are three optional modes that specify different propagation behavior:
913
914 - "default": this is the default behavior specified above. This mode is the
915   same as omitting the optional mode parameter, preserved by backwards
916   compatibility.
917
918 - "hierarchy": events always propagate up to the root, similar to the default
919   behavior, except that propagation continues regardless of whether there are
920   event listeners at each level, with the "hierarchy" mode. In the above
921   example, groups A, B, and C will receive notification of memory pressure.
922
923 - "local": events are pass-through, i.e. they only receive notifications when
924   memory pressure is experienced in the memcg for which the notification is
925   registered. In the above example, group C will receive notification if
926   registered for "local" notification and the group experiences memory
927   pressure. However, group B will never receive notification, regardless if
928   there is an event listener for group C or not, if group B is registered for
929   local notification.
930
931The level and event notification mode ("hierarchy" or "local", if necessary) are
932specified by a comma-delimited string, i.e. "low,hierarchy" specifies
933hierarchical, pass-through, notification for all ancestor memcgs. Notification
934that is the default, non pass-through behavior, does not specify a mode.
935"medium,local" specifies pass-through notification for the medium level.
936
937The file memory.pressure_level is only used to setup an eventfd. To
938register a notification, an application must:
939
940- create an eventfd using eventfd(2);
941- open memory.pressure_level;
942- write string as "<event_fd> <fd of memory.pressure_level> <level[,mode]>"
943  to cgroup.event_control.
944
945Application will be notified through eventfd when memory pressure is at
946the specific level (or higher). Read/write operations to
947memory.pressure_level are no implemented.
948
949Test:
950
951   Here is a small script example that makes a new cgroup, sets up a
952   memory limit, sets up a notification in the cgroup and then makes child
953   cgroup experience a critical pressure::
954
955	# cd /sys/fs/cgroup/memory/
956	# mkdir foo
957	# cd foo
958	# cgroup_event_listener memory.pressure_level low,hierarchy &
959	# echo 8000000 > memory.limit_in_bytes
960	# echo 8000000 > memory.memsw.limit_in_bytes
961	# echo $$ > tasks
962	# dd if=/dev/zero | read x
963
964   (Expect a bunch of notifications, and eventually, the oom-killer will
965   trigger.)
966
96712. TODO
968========
969
9701. Make per-cgroup scanner reclaim not-shared pages first
9712. Teach controller to account for shared-pages
9723. Start reclamation in the background when the limit is
973   not yet hit but the usage is getting closer
974
975Summary
976=======
977
978Overall, the memory controller has been a stable controller and has been
979commented and discussed quite extensively in the community.
980
981References
982==========
983
984.. [1] Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
985.. [2] Singh, Balbir. Memory Controller (RSS Control),
986   http://lwn.net/Articles/222762/
987.. [3] Emelianov, Pavel. Resource controllers based on process cgroups
988   https://lore.kernel.org/r/45ED7DEC.7010403@sw.ru
989.. [4] Emelianov, Pavel. RSS controller based on process cgroups (v2)
990   https://lore.kernel.org/r/461A3010.90403@sw.ru
991.. [5] Emelianov, Pavel. RSS controller based on process cgroups (v3)
992   https://lore.kernel.org/r/465D9739.8070209@openvz.org
993
9946. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
9957. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
996   subsystem (v3), http://lwn.net/Articles/235534/
9978. Singh, Balbir. RSS controller v2 test results (lmbench),
998   https://lore.kernel.org/r/464C95D4.7070806@linux.vnet.ibm.com
9999. Singh, Balbir. RSS controller v2 AIM9 results
1000   https://lore.kernel.org/r/464D267A.50107@linux.vnet.ibm.com
100110. Singh, Balbir. Memory controller v6 test results,
1002    https://lore.kernel.org/r/20070819094658.654.84837.sendpatchset@balbir-laptop
1003
1004.. [11] Singh, Balbir. Memory controller introduction (v6),
1005   https://lore.kernel.org/r/20070817084228.26003.12568.sendpatchset@balbir-laptop
1006.. [12] Corbet, Jonathan, Controlling memory use in cgroups,
1007   http://lwn.net/Articles/243795/
1008