1==========================
2Memory Resource Controller
3==========================
4
5NOTE:
6      This document is hopelessly outdated and it asks for a complete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
11NOTE:
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(For editors) In this document:
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 Section 2.7)
59
60Brief summary of control files.
61
62==================================== ==========================================
63 tasks				     attach a task(thread) and show list of
64				     threads
65 cgroup.procs			     show list of processes
66 cgroup.event_control		     an interface for event_fd()
67 memory.usage_in_bytes		     show current usage for memory
68				     (See 5.5 for details)
69 memory.memsw.usage_in_bytes	     show current usage for memory+Swap
70				     (See 5.5 for details)
71 memory.limit_in_bytes		     set/show limit of memory usage
72 memory.memsw.limit_in_bytes	     set/show limit of memory+Swap usage
73 memory.failcnt			     show the number of memory usage hits limits
74 memory.memsw.failcnt		     show the number of memory+Swap hits limits
75 memory.max_usage_in_bytes	     show max memory usage recorded
76 memory.memsw.max_usage_in_bytes     show max memory+Swap usage recorded
77 memory.soft_limit_in_bytes	     set/show soft limit of memory usage
78 memory.stat			     show various statistics
79 memory.use_hierarchy		     set/show hierarchical account enabled
80 memory.force_empty		     trigger forced page reclaim
81 memory.pressure_level		     set memory pressure notifications
82 memory.swappiness		     set/show swappiness parameter of vmscan
83				     (See sysctl's vm.swappiness)
84 memory.move_charge_at_immigrate     set/show controls of moving charges
85 memory.oom_control		     set/show oom controls.
86 memory.numa_stat		     show the number of memory usage per numa
87				     node
88 memory.kmem.limit_in_bytes          set/show hard limit for kernel memory
89                                     This knob is deprecated and shouldn't be
90                                     used. It is planned that this be removed in
91                                     the foreseeable future.
92 memory.kmem.usage_in_bytes          show current kernel memory allocation
93 memory.kmem.failcnt                 show the number of kernel memory usage
94				     hits limits
95 memory.kmem.max_usage_in_bytes      show max kernel memory usage recorded
96
97 memory.kmem.tcp.limit_in_bytes      set/show hard limit for tcp buf memory
98 memory.kmem.tcp.usage_in_bytes      show current tcp buf memory allocation
99 memory.kmem.tcp.failcnt             show the number of tcp buf memory usage
100				     hits limits
101 memory.kmem.tcp.max_usage_in_bytes  show max tcp buf memory usage recorded
102==================================== ==========================================
103
1041. History
105==========
106
107The memory controller has a long history. A request for comments for the memory
108controller was posted by Balbir Singh [1]. At the time the RFC was posted
109there were several implementations for memory control. The goal of the
110RFC was to build consensus and agreement for the minimal features required
111for memory control. The first RSS controller was posted by Balbir Singh[2]
112in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the
113RSS controller. At OLS, at the resource management BoF, everyone suggested
114that we handle both page cache and RSS together. Another request was raised
115to allow user space handling of OOM. The current memory controller is
116at version 6; it combines both mapped (RSS) and unmapped Page
117Cache Control [11].
118
1192. Memory Control
120=================
121
122Memory is a unique resource in the sense that it is present in a limited
123amount. If a task requires a lot of CPU processing, the task can spread
124its processing over a period of hours, days, months or years, but with
125memory, the same physical memory needs to be reused to accomplish the task.
126
127The memory controller implementation has been divided into phases. These
128are:
129
1301. Memory controller
1312. mlock(2) controller
1323. Kernel user memory accounting and slab control
1334. user mappings length controller
134
135The memory controller is the first controller developed.
136
1372.1. Design
138-----------
139
140The core of the design is a counter called the page_counter. The
141page_counter tracks the current memory usage and limit of the group of
142processes associated with the controller. Each cgroup has a memory controller
143specific data structure (mem_cgroup) associated with it.
144
1452.2. Accounting
146---------------
147
148::
149
150		+--------------------+
151		|  mem_cgroup        |
152		|  (page_counter)    |
153		+--------------------+
154		 /            ^      \
155		/             |       \
156           +---------------+  |        +---------------+
157           | mm_struct     |  |....    | mm_struct     |
158           |               |  |        |               |
159           +---------------+  |        +---------------+
160                              |
161                              + --------------+
162                                              |
163           +---------------+           +------+--------+
164           | page          +---------->  page_cgroup|
165           |               |           |               |
166           +---------------+           +---------------+
167
168             (Figure 1: Hierarchy of Accounting)
169
170
171Figure 1 shows the important aspects of the controller
172
1731. Accounting happens per cgroup
1742. Each mm_struct knows about which cgroup it belongs to
1753. Each page has a pointer to the page_cgroup, which in turn knows the
176   cgroup it belongs to
177
178The accounting is done as follows: mem_cgroup_charge_common() is invoked to
179set up the necessary data structures and check if the cgroup that is being
180charged is over its limit. If it is, then reclaim is invoked on the cgroup.
181More details can be found in the reclaim section of this document.
182If everything goes well, a page meta-data-structure called page_cgroup is
183updated. page_cgroup has its own LRU on cgroup.
184(*) page_cgroup structure is allocated at boot/memory-hotplug time.
185
1862.2.1 Accounting details
187------------------------
188
189All mapped anon pages (RSS) and cache pages (Page Cache) are accounted.
190Some pages which are never reclaimable and will not be on the LRU
191are not accounted. We just account pages under usual VM management.
192
193RSS pages are accounted at page_fault unless they've already been accounted
194for earlier. A file page will be accounted for as Page Cache when it's
195inserted into inode (radix-tree). While it's mapped into the page tables of
196processes, duplicate accounting is carefully avoided.
197
198An RSS page is unaccounted when it's fully unmapped. A PageCache page is
199unaccounted when it's removed from radix-tree. Even if RSS pages are fully
200unmapped (by kswapd), they may exist as SwapCache in the system until they
201are really freed. Such SwapCaches are also accounted.
202A swapped-in page is not accounted until it's mapped.
203
204Note: The kernel does swapin-readahead and reads multiple swaps at once.
205This means swapped-in pages may contain pages for other tasks than a task
206causing page fault. So, we avoid accounting at swap-in I/O.
207
208At page migration, accounting information is kept.
209
210Note: we just account pages-on-LRU because our purpose is to control amount
211of used pages; not-on-LRU pages tend to be out-of-control from VM view.
212
2132.3 Shared Page Accounting
214--------------------------
215
216Shared pages are accounted on the basis of the first touch approach. The
217cgroup that first touches a page is accounted for the page. The principle
218behind this approach is that a cgroup that aggressively uses a shared
219page will eventually get charged for it (once it is uncharged from
220the cgroup that brought it in -- this will happen on memory pressure).
221
222But see section 8.2: when moving a task to another cgroup, its pages may
223be recharged to the new cgroup, if move_charge_at_immigrate has been chosen.
224
225Exception: If CONFIG_MEMCG_SWAP is not used.
226When you do swapoff and make swapped-out pages of shmem(tmpfs) to
227be backed into memory in force, charges for pages are accounted against the
228caller of swapoff rather than the users of shmem.
229
2302.4 Swap Extension (CONFIG_MEMCG_SWAP)
231--------------------------------------
232
233Swap Extension allows you to record charge for swap. A swapped-in page is
234charged back to original page allocator if possible.
235
236When swap is accounted, following files are added.
237
238 - memory.memsw.usage_in_bytes.
239 - memory.memsw.limit_in_bytes.
240
241memsw means memory+swap. Usage of memory+swap is limited by
242memsw.limit_in_bytes.
243
244Example: Assume a system with 4G of swap. A task which allocates 6G of memory
245(by mistake) under 2G memory limitation will use all swap.
246In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap.
247By using the memsw limit, you can avoid system OOM which can be caused by swap
248shortage.
249
250**why 'memory+swap' rather than swap**
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
258**What happens when a cgroup hits memory.memsw.limit_in_bytes**
259
260When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out
261in this cgroup. Then, swap-out will not be done by cgroup routine and file
262caches are dropped. But as mentioned above, global LRU can do swapout memory
263from it for sanity of the system's memory management state. You can't forbid
264it by cgroup.
265
2662.5 Reclaim
267-----------
268
269Each cgroup maintains a per cgroup LRU which has the same structure as
270global VM. When a cgroup goes over its limit, we first try
271to reclaim memory from the cgroup so as to make space for the new
272pages that the cgroup has touched. If the reclaim is unsuccessful,
273an OOM routine is invoked to select and kill the bulkiest task in the
274cgroup. (See 10. OOM Control below.)
275
276The reclaim algorithm has not been modified for cgroups, except that
277pages that are selected for reclaiming come from the per-cgroup LRU
278list.
279
280NOTE:
281  Reclaim does not work for the root cgroup, since we cannot set any
282  limits on the root cgroup.
283
284Note2:
285  When panic_on_oom is set to "2", the whole system will panic.
286
287When oom event notifier is registered, event will be delivered.
288(See oom_control section)
289
2902.6 Locking
291-----------
292
293   lock_page_cgroup()/unlock_page_cgroup() should not be called under
294   the i_pages lock.
295
296   Other lock order is following:
297
298   PG_locked.
299     mm->page_table_lock
300         pgdat->lru_lock
301	   lock_page_cgroup.
302
303  In many cases, just lock_page_cgroup() is called.
304
305  per-zone-per-cgroup LRU (cgroup's private LRU) is just guarded by
306  pgdat->lru_lock, it has no lock of its own.
307
3082.7 Kernel Memory Extension (CONFIG_MEMCG_KMEM)
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 overcommited.
370    Overcommiting 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
376WARNING:
377    In the current implementation, memory reclaim will NOT be
378    triggered for a cgroup when it hits K while staying below U, which makes
379    this setup 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
3903.0. Configuration
391------------------
392
393a. Enable CONFIG_CGROUPS
394b. Enable CONFIG_MEMCG
395c. Enable CONFIG_MEMCG_SWAP (to use swap extension)
396d. Enable CONFIG_MEMCG_KMEM (to use kmem extension)
397
3983.1. Prepare the cgroups (see cgroups.txt, Why are cgroups needed?)
399-------------------------------------------------------------------
400
401::
402
403	# mount -t tmpfs none /sys/fs/cgroup
404	# mkdir /sys/fs/cgroup/memory
405	# mount -t cgroup none /sys/fs/cgroup/memory -o memory
406
4073.2. Make the new group and move bash into it::
408
409	# mkdir /sys/fs/cgroup/memory/0
410	# echo $$ > /sys/fs/cgroup/memory/0/tasks
411
412Since now we're in the 0 cgroup, we can alter the memory limit::
413
414	# echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes
415
416NOTE:
417  We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
418  mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes,
419  Gibibytes.)
420
421NOTE:
422  We can write "-1" to reset the ``*.limit_in_bytes(unlimited)``.
423
424NOTE:
425  We cannot set limits on the root cgroup any more.
426
427::
428
429  # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes
430  4194304
431
432We can check the usage::
433
434  # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes
435  1216512
436
437A successful write to this file does not guarantee a successful setting of
438this limit to the value written into the file. This can be due to a
439number of factors, such as rounding up to page boundaries or the total
440availability of memory on the system. The user is required to re-read
441this file after a write to guarantee the value committed by the kernel::
442
443  # echo 1 > memory.limit_in_bytes
444  # cat memory.limit_in_bytes
445  4096
446
447The memory.failcnt field gives the number of times that the cgroup limit was
448exceeded.
449
450The memory.stat file gives accounting information. Now, the number of
451caches, RSS and Active pages/Inactive pages are shown.
452
4534. Testing
454==========
455
456For testing features and implementation, see memcg_test.txt.
457
458Performance test is also important. To see pure memory controller's overhead,
459testing on tmpfs will give you good numbers of small overheads.
460Example: do kernel make on tmpfs.
461
462Page-fault scalability is also important. At measuring parallel
463page fault test, multi-process test may be better than multi-thread
464test because it has noise of shared objects/status.
465
466But the above two are testing extreme situations.
467Trying usual test under memory controller is always helpful.
468
4694.1 Troubleshooting
470-------------------
471
472Sometimes a user might find that the application under a cgroup is
473terminated by the OOM killer. There are several causes for this:
474
4751. The cgroup limit is too low (just too low to do anything useful)
4762. The user is using anonymous memory and swap is turned off or too low
477
478A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
479some of the pages cached in the cgroup (page cache pages).
480
481To know what happens, disabling OOM_Kill as per "10. OOM Control" (below) and
482seeing what happens will be helpful.
483
4844.2 Task migration
485------------------
486
487When a task migrates from one cgroup to another, its charge is not
488carried forward by default. The pages allocated from the original cgroup still
489remain charged to it, the charge is dropped when the page is freed or
490reclaimed.
491
492You can move charges of a task along with task migration.
493See 8. "Move charges at task migration"
494
4954.3 Removing a cgroup
496---------------------
497
498A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
499cgroup might have some charge associated with it, even though all
500tasks have migrated away from it. (because we charge against pages, not
501against tasks.)
502
503We move the stats to root (if use_hierarchy==0) or parent (if
504use_hierarchy==1), and no change on the charge except uncharging
505from the child.
506
507Charges recorded in swap information is not updated at removal of cgroup.
508Recorded information is discarded and a cgroup which uses swap (swapcache)
509will be charged as a new owner of it.
510
511About use_hierarchy, see Section 6.
512
5135. Misc. interfaces
514===================
515
5165.1 force_empty
517---------------
518  memory.force_empty interface is provided to make cgroup's memory usage empty.
519  When writing anything to this::
520
521    # echo 0 > memory.force_empty
522
523  the cgroup will be reclaimed and as many pages reclaimed as possible.
524
525  The typical use case for this interface is before calling rmdir().
526  Though rmdir() offlines memcg, but the memcg may still stay there due to
527  charged file caches. Some out-of-use page caches may keep charged until
528  memory pressure happens. If you want to avoid that, force_empty will be useful.
529
530  Also, note that when memory.kmem.limit_in_bytes is set the charges due to
531  kernel pages will still be seen. This is not considered a failure and the
532  write will still return success. In this case, it is expected that
533  memory.kmem.usage_in_bytes == memory.usage_in_bytes.
534
535  About use_hierarchy, see Section 6.
536
5375.2 stat file
538-------------
539
540memory.stat file includes following statistics
541
542per-memory cgroup local status
543^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
544
545=============== ===============================================================
546cache		# of bytes of page cache memory.
547rss		# of bytes of anonymous and swap cache memory (includes
548		transparent hugepages).
549rss_huge	# of bytes of anonymous transparent hugepages.
550mapped_file	# of bytes of mapped file (includes tmpfs/shmem)
551pgpgin		# of charging events to the memory cgroup. The charging
552		event happens each time a page is accounted as either mapped
553		anon page(RSS) or cache page(Page Cache) to the cgroup.
554pgpgout		# of uncharging events to the memory cgroup. The uncharging
555		event happens each time a page is unaccounted from the cgroup.
556swap		# of bytes of swap usage
557dirty		# of bytes that are waiting to get written back to the disk.
558writeback	# of bytes of file/anon cache that are queued for syncing to
559		disk.
560inactive_anon	# of bytes of anonymous and swap cache memory on inactive
561		LRU list.
562active_anon	# of bytes of anonymous and swap cache memory on active
563		LRU list.
564inactive_file	# of bytes of file-backed memory on inactive LRU list.
565active_file	# of bytes of file-backed memory on active LRU list.
566unevictable	# of bytes of memory that cannot be reclaimed (mlocked etc).
567=============== ===============================================================
568
569status considering hierarchy (see memory.use_hierarchy settings)
570^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
571
572========================= ===================================================
573hierarchical_memory_limit # of bytes of memory limit with regard to hierarchy
574			  under which the memory cgroup is
575hierarchical_memsw_limit  # of bytes of memory+swap limit with regard to
576			  hierarchy under which memory cgroup is.
577
578total_<counter>		  # hierarchical version of <counter>, which in
579			  addition to the cgroup's own value includes the
580			  sum of all hierarchical children's values of
581			  <counter>, i.e. total_cache
582========================= ===================================================
583
584The following additional stats are dependent on CONFIG_DEBUG_VM
585^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
586
587========================= ========================================
588recent_rotated_anon	  VM internal parameter. (see mm/vmscan.c)
589recent_rotated_file	  VM internal parameter. (see mm/vmscan.c)
590recent_scanned_anon	  VM internal parameter. (see mm/vmscan.c)
591recent_scanned_file	  VM internal parameter. (see mm/vmscan.c)
592========================= ========================================
593
594Memo:
595	recent_rotated means recent frequency of LRU rotation.
596	recent_scanned means recent # of scans to LRU.
597	showing for better debug please see the code for meanings.
598
599Note:
600	Only anonymous and swap cache memory is listed as part of 'rss' stat.
601	This should not be confused with the true 'resident set size' or the
602	amount of physical memory used by the cgroup.
603
604	'rss + mapped_file" will give you resident set size of cgroup.
605
606	(Note: file and shmem may be shared among other cgroups. In that case,
607	mapped_file is accounted only when the memory cgroup is owner of page
608	cache.)
609
6105.3 swappiness
611--------------
612
613Overrides /proc/sys/vm/swappiness for the particular group. The tunable
614in the root cgroup corresponds to the global swappiness setting.
615
616Please note that unlike during the global reclaim, limit reclaim
617enforces that 0 swappiness really prevents from any swapping even if
618there is a swap storage available. This might lead to memcg OOM killer
619if there are no file pages to reclaim.
620
6215.4 failcnt
622-----------
623
624A memory cgroup provides memory.failcnt and memory.memsw.failcnt files.
625This failcnt(== failure count) shows the number of times that a usage counter
626hit its limit. When a memory cgroup hits a limit, failcnt increases and
627memory under it will be reclaimed.
628
629You can reset failcnt by writing 0 to failcnt file::
630
631	# echo 0 > .../memory.failcnt
632
6335.5 usage_in_bytes
634------------------
635
636For efficiency, as other kernel components, memory cgroup uses some optimization
637to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the
638method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz
639value for efficient access. (Of course, when necessary, it's synchronized.)
640If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP)
641value in memory.stat(see 5.2).
642
6435.6 numa_stat
644-------------
645
646This is similar to numa_maps but operates on a per-memcg basis.  This is
647useful for providing visibility into the numa locality information within
648an memcg since the pages are allowed to be allocated from any physical
649node.  One of the use cases is evaluating application performance by
650combining this information with the application's CPU allocation.
651
652Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable"
653per-node page counts including "hierarchical_<counter>" which sums up all
654hierarchical children's values in addition to the memcg's own value.
655
656The output format of memory.numa_stat is::
657
658  total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ...
659  file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ...
660  anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
661  unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
662  hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ...
663
664The "total" count is sum of file + anon + unevictable.
665
6666. Hierarchy support
667====================
668
669The memory controller supports a deep hierarchy and hierarchical accounting.
670The hierarchy is created by creating the appropriate cgroups in the
671cgroup filesystem. Consider for example, the following cgroup filesystem
672hierarchy::
673
674	       root
675	     /  |   \
676            /	|    \
677	   a	b     c
678		      | \
679		      |  \
680		      d   e
681
682In the diagram above, with hierarchical accounting enabled, all memory
683usage of e, is accounted to its ancestors up until the root (i.e, c and root),
684that has memory.use_hierarchy enabled. If one of the ancestors goes over its
685limit, the reclaim algorithm reclaims from the tasks in the ancestor and the
686children of the ancestor.
687
6886.1 Enabling hierarchical accounting and reclaim
689------------------------------------------------
690
691A memory cgroup by default disables the hierarchy feature. Support
692can be enabled by writing 1 to memory.use_hierarchy file of the root cgroup::
693
694	# echo 1 > memory.use_hierarchy
695
696The feature can be disabled by::
697
698	# echo 0 > memory.use_hierarchy
699
700NOTE1:
701       Enabling/disabling will fail if either the cgroup already has other
702       cgroups created below it, or if the parent cgroup has use_hierarchy
703       enabled.
704
705NOTE2:
706       When panic_on_oom is set to "2", the whole system will panic in
707       case of an OOM event in any cgroup.
708
7097. Soft limits
710==============
711
712Soft limits allow for greater sharing of memory. The idea behind soft limits
713is to allow control groups to use as much of the memory as needed, provided
714
715a. There is no memory contention
716b. They do not exceed their hard limit
717
718When the system detects memory contention or low memory, control groups
719are pushed back to their soft limits. If the soft limit of each control
720group is very high, they are pushed back as much as possible to make
721sure that one control group does not starve the others of memory.
722
723Please note that soft limits is a best-effort feature; it comes with
724no guarantees, but it does its best to make sure that when memory is
725heavily contended for, memory is allocated based on the soft limit
726hints/setup. Currently soft limit based reclaim is set up such that
727it gets invoked from balance_pgdat (kswapd).
728
7297.1 Interface
730-------------
731
732Soft limits can be setup by using the following commands (in this example we
733assume a soft limit of 256 MiB)::
734
735	# echo 256M > memory.soft_limit_in_bytes
736
737If we want to change this to 1G, we can at any time use::
738
739	# echo 1G > memory.soft_limit_in_bytes
740
741NOTE1:
742       Soft limits take effect over a long period of time, since they involve
743       reclaiming memory for balancing between memory cgroups
744NOTE2:
745       It is recommended to set the soft limit always below the hard limit,
746       otherwise the hard limit will take precedence.
747
7488. Move charges at task migration
749=================================
750
751Users can move charges associated with a task along with task migration, that
752is, uncharge task's pages from the old cgroup and charge them to the new cgroup.
753This feature is not supported in !CONFIG_MMU environments because of lack of
754page tables.
755
7568.1 Interface
757-------------
758
759This feature is disabled by default. It can be enabled (and disabled again) by
760writing to memory.move_charge_at_immigrate of the destination cgroup.
761
762If you want to enable it::
763
764	# echo (some positive value) > memory.move_charge_at_immigrate
765
766Note:
767      Each bits of move_charge_at_immigrate has its own meaning about what type
768      of charges should be moved. See 8.2 for details.
769Note:
770      Charges are moved only when you move mm->owner, in other words,
771      a leader of a thread group.
772Note:
773      If we cannot find enough space for the task in the destination cgroup, we
774      try to make space by reclaiming memory. Task migration may fail if we
775      cannot make enough space.
776Note:
777      It can take several seconds if you move charges much.
778
779And if you want disable it again::
780
781	# echo 0 > memory.move_charge_at_immigrate
782
7838.2 Type of charges which can be moved
784--------------------------------------
785
786Each bit in move_charge_at_immigrate has its own meaning about what type of
787charges should be moved. But in any case, it must be noted that an account of
788a page or a swap can be moved only when it is charged to the task's current
789(old) memory cgroup.
790
791+---+--------------------------------------------------------------------------+
792|bit| what type of charges would be moved ?                                    |
793+===+==========================================================================+
794| 0 | A charge of an anonymous page (or swap of it) used by the target task.   |
795|   | You must enable Swap Extension (see 2.4) to enable move of swap charges. |
796+---+--------------------------------------------------------------------------+
797| 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory) |
798|   | and swaps of tmpfs file) mmapped by the target task. Unlike the case of  |
799|   | anonymous pages, file pages (and swaps) in the range mmapped by the task |
800|   | will be moved even if the task hasn't done page fault, i.e. they might   |
801|   | not be the task's "RSS", but other task's "RSS" that maps the same file. |
802|   | And mapcount of the page is ignored (the page can be moved even if       |
803|   | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to    |
804|   | enable move of swap charges.                                             |
805+---+--------------------------------------------------------------------------+
806
8078.3 TODO
808--------
809
810- All of moving charge operations are done under cgroup_mutex. It's not good
811  behavior to hold the mutex too long, so we may need some trick.
812
8139. Memory thresholds
814====================
815
816Memory cgroup implements memory thresholds using the cgroups notification
817API (see cgroups.txt). It allows to register multiple memory and memsw
818thresholds and gets notifications when it crosses.
819
820To register a threshold, an application must:
821
822- create an eventfd using eventfd(2);
823- open memory.usage_in_bytes or memory.memsw.usage_in_bytes;
824- write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to
825  cgroup.event_control.
826
827Application will be notified through eventfd when memory usage crosses
828threshold in any direction.
829
830It's applicable for root and non-root cgroup.
831
83210. OOM Control
833===============
834
835memory.oom_control file is for OOM notification and other controls.
836
837Memory cgroup implements OOM notifier using the cgroup notification
838API (See cgroups.txt). It allows to register multiple OOM notification
839delivery and gets notification when OOM happens.
840
841To register a notifier, an application must:
842
843 - create an eventfd using eventfd(2)
844 - open memory.oom_control file
845 - write string like "<event_fd> <fd of memory.oom_control>" to
846   cgroup.event_control
847
848The application will be notified through eventfd when OOM happens.
849OOM notification doesn't work for the root cgroup.
850
851You can disable the OOM-killer by writing "1" to memory.oom_control file, as:
852
853	#echo 1 > memory.oom_control
854
855If OOM-killer is disabled, tasks under cgroup will hang/sleep
856in memory cgroup's OOM-waitqueue when they request accountable memory.
857
858For running them, you have to relax the memory cgroup's OOM status by
859
860	* enlarge limit or reduce usage.
861
862To reduce usage,
863
864	* kill some tasks.
865	* move some tasks to other group with account migration.
866	* remove some files (on tmpfs?)
867
868Then, stopped tasks will work again.
869
870At reading, current status of OOM is shown.
871
872	- oom_kill_disable 0 or 1
873	  (if 1, oom-killer is disabled)
874	- under_oom	   0 or 1
875	  (if 1, the memory cgroup is under OOM, tasks may be stopped.)
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 listers 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
9841. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
9852. Singh, Balbir. Memory Controller (RSS Control),
986   http://lwn.net/Articles/222762/
9873. Emelianov, Pavel. Resource controllers based on process cgroups
988   http://lkml.org/lkml/2007/3/6/198
9894. Emelianov, Pavel. RSS controller based on process cgroups (v2)
990   http://lkml.org/lkml/2007/4/9/78
9915. Emelianov, Pavel. RSS controller based on process cgroups (v3)
992   http://lkml.org/lkml/2007/5/30/244
9936. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
9947. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
995   subsystem (v3), http://lwn.net/Articles/235534/
9968. Singh, Balbir. RSS controller v2 test results (lmbench),
997   http://lkml.org/lkml/2007/5/17/232
9989. Singh, Balbir. RSS controller v2 AIM9 results
999   http://lkml.org/lkml/2007/5/18/1
100010. Singh, Balbir. Memory controller v6 test results,
1001    http://lkml.org/lkml/2007/8/19/36
100211. Singh, Balbir. Memory controller introduction (v6),
1003    http://lkml.org/lkml/2007/8/17/69
100412. Corbet, Jonathan, Controlling memory use in cgroups,
1005    http://lwn.net/Articles/243795/
1006