memory.txt 33 KB

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  1. Memory Resource Controller
  2. NOTE: The Memory Resource Controller has generically been referred to as the
  3. memory controller in this document. Do not confuse memory controller
  4. used here with the memory controller that is used in hardware.
  5. (For editors)
  6. In this document:
  7. When we mention a cgroup (cgroupfs's directory) with memory controller,
  8. we call it "memory cgroup". When you see git-log and source code, you'll
  9. see patch's title and function names tend to use "memcg".
  10. In this document, we avoid using it.
  11. Benefits and Purpose of the memory controller
  12. The memory controller isolates the memory behaviour of a group of tasks
  13. from the rest of the system. The article on LWN [12] mentions some probable
  14. uses of the memory controller. The memory controller can be used to
  15. a. Isolate an application or a group of applications
  16. Memory-hungry applications can be isolated and limited to a smaller
  17. amount of memory.
  18. b. Create a cgroup with a limited amount of memory; this can be used
  19. as a good alternative to booting with mem=XXXX.
  20. c. Virtualization solutions can control the amount of memory they want
  21. to assign to a virtual machine instance.
  22. d. A CD/DVD burner could control the amount of memory used by the
  23. rest of the system to ensure that burning does not fail due to lack
  24. of available memory.
  25. e. There are several other use cases; find one or use the controller just
  26. for fun (to learn and hack on the VM subsystem).
  27. Current Status: linux-2.6.34-mmotm(development version of 2010/April)
  28. Features:
  29. - accounting anonymous pages, file caches, swap caches usage and limiting them.
  30. - pages are linked to per-memcg LRU exclusively, and there is no global LRU.
  31. - optionally, memory+swap usage can be accounted and limited.
  32. - hierarchical accounting
  33. - soft limit
  34. - moving (recharging) account at moving a task is selectable.
  35. - usage threshold notifier
  36. - oom-killer disable knob and oom-notifier
  37. - Root cgroup has no limit controls.
  38. Kernel memory support is a work in progress, and the current version provides
  39. basically functionality. (See Section 2.7)
  40. Brief summary of control files.
  41. tasks # attach a task(thread) and show list of threads
  42. cgroup.procs # show list of processes
  43. cgroup.event_control # an interface for event_fd()
  44. memory.usage_in_bytes # show current res_counter usage for memory
  45. (See 5.5 for details)
  46. memory.memsw.usage_in_bytes # show current res_counter usage for memory+Swap
  47. (See 5.5 for details)
  48. memory.limit_in_bytes # set/show limit of memory usage
  49. memory.memsw.limit_in_bytes # set/show limit of memory+Swap usage
  50. memory.failcnt # show the number of memory usage hits limits
  51. memory.memsw.failcnt # show the number of memory+Swap hits limits
  52. memory.max_usage_in_bytes # show max memory usage recorded
  53. memory.memsw.max_usage_in_bytes # show max memory+Swap usage recorded
  54. memory.soft_limit_in_bytes # set/show soft limit of memory usage
  55. memory.stat # show various statistics
  56. memory.use_hierarchy # set/show hierarchical account enabled
  57. memory.force_empty # trigger forced move charge to parent
  58. memory.swappiness # set/show swappiness parameter of vmscan
  59. (See sysctl's vm.swappiness)
  60. memory.move_charge_at_immigrate # set/show controls of moving charges
  61. memory.oom_control # set/show oom controls.
  62. memory.numa_stat # show the number of memory usage per numa node
  63. memory.kmem.limit_in_bytes # set/show hard limit for kernel memory
  64. memory.kmem.usage_in_bytes # show current kernel memory allocation
  65. memory.kmem.failcnt # show the number of kernel memory usage hits limits
  66. memory.kmem.max_usage_in_bytes # show max kernel memory usage recorded
  67. memory.kmem.tcp.limit_in_bytes # set/show hard limit for tcp buf memory
  68. memory.kmem.tcp.usage_in_bytes # show current tcp buf memory allocation
  69. memory.kmem.tcp.failcnt # show the number of tcp buf memory usage hits limits
  70. memory.kmem.tcp.max_usage_in_bytes # show max tcp buf memory usage recorded
  71. 1. History
  72. The memory controller has a long history. A request for comments for the memory
  73. controller was posted by Balbir Singh [1]. At the time the RFC was posted
  74. there were several implementations for memory control. The goal of the
  75. RFC was to build consensus and agreement for the minimal features required
  76. for memory control. The first RSS controller was posted by Balbir Singh[2]
  77. in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the
  78. RSS controller. At OLS, at the resource management BoF, everyone suggested
  79. that we handle both page cache and RSS together. Another request was raised
  80. to allow user space handling of OOM. The current memory controller is
  81. at version 6; it combines both mapped (RSS) and unmapped Page
  82. Cache Control [11].
  83. 2. Memory Control
  84. Memory is a unique resource in the sense that it is present in a limited
  85. amount. If a task requires a lot of CPU processing, the task can spread
  86. its processing over a period of hours, days, months or years, but with
  87. memory, the same physical memory needs to be reused to accomplish the task.
  88. The memory controller implementation has been divided into phases. These
  89. are:
  90. 1. Memory controller
  91. 2. mlock(2) controller
  92. 3. Kernel user memory accounting and slab control
  93. 4. user mappings length controller
  94. The memory controller is the first controller developed.
  95. 2.1. Design
  96. The core of the design is a counter called the res_counter. The res_counter
  97. tracks the current memory usage and limit of the group of processes associated
  98. with the controller. Each cgroup has a memory controller specific data
  99. structure (mem_cgroup) associated with it.
  100. 2.2. Accounting
  101. +--------------------+
  102. | mem_cgroup |
  103. | (res_counter) |
  104. +--------------------+
  105. / ^ \
  106. / | \
  107. +---------------+ | +---------------+
  108. | mm_struct | |.... | mm_struct |
  109. | | | | |
  110. +---------------+ | +---------------+
  111. |
  112. + --------------+
  113. |
  114. +---------------+ +------+--------+
  115. | page +----------> page_cgroup|
  116. | | | |
  117. +---------------+ +---------------+
  118. (Figure 1: Hierarchy of Accounting)
  119. Figure 1 shows the important aspects of the controller
  120. 1. Accounting happens per cgroup
  121. 2. Each mm_struct knows about which cgroup it belongs to
  122. 3. Each page has a pointer to the page_cgroup, which in turn knows the
  123. cgroup it belongs to
  124. The accounting is done as follows: mem_cgroup_charge_common() is invoked to
  125. set up the necessary data structures and check if the cgroup that is being
  126. charged is over its limit. If it is, then reclaim is invoked on the cgroup.
  127. More details can be found in the reclaim section of this document.
  128. If everything goes well, a page meta-data-structure called page_cgroup is
  129. updated. page_cgroup has its own LRU on cgroup.
  130. (*) page_cgroup structure is allocated at boot/memory-hotplug time.
  131. 2.2.1 Accounting details
  132. All mapped anon pages (RSS) and cache pages (Page Cache) are accounted.
  133. Some pages which are never reclaimable and will not be on the LRU
  134. are not accounted. We just account pages under usual VM management.
  135. RSS pages are accounted at page_fault unless they've already been accounted
  136. for earlier. A file page will be accounted for as Page Cache when it's
  137. inserted into inode (radix-tree). While it's mapped into the page tables of
  138. processes, duplicate accounting is carefully avoided.
  139. An RSS page is unaccounted when it's fully unmapped. A PageCache page is
  140. unaccounted when it's removed from radix-tree. Even if RSS pages are fully
  141. unmapped (by kswapd), they may exist as SwapCache in the system until they
  142. are really freed. Such SwapCaches are also accounted.
  143. A swapped-in page is not accounted until it's mapped.
  144. Note: The kernel does swapin-readahead and reads multiple swaps at once.
  145. This means swapped-in pages may contain pages for other tasks than a task
  146. causing page fault. So, we avoid accounting at swap-in I/O.
  147. At page migration, accounting information is kept.
  148. Note: we just account pages-on-LRU because our purpose is to control amount
  149. of used pages; not-on-LRU pages tend to be out-of-control from VM view.
  150. 2.3 Shared Page Accounting
  151. Shared pages are accounted on the basis of the first touch approach. The
  152. cgroup that first touches a page is accounted for the page. The principle
  153. behind this approach is that a cgroup that aggressively uses a shared
  154. page will eventually get charged for it (once it is uncharged from
  155. the cgroup that brought it in -- this will happen on memory pressure).
  156. But see section 8.2: when moving a task to another cgroup, its pages may
  157. be recharged to the new cgroup, if move_charge_at_immigrate has been chosen.
  158. Exception: If CONFIG_CGROUP_CGROUP_MEMCG_SWAP is not used.
  159. When you do swapoff and make swapped-out pages of shmem(tmpfs) to
  160. be backed into memory in force, charges for pages are accounted against the
  161. caller of swapoff rather than the users of shmem.
  162. 2.4 Swap Extension (CONFIG_MEMCG_SWAP)
  163. Swap Extension allows you to record charge for swap. A swapped-in page is
  164. charged back to original page allocator if possible.
  165. When swap is accounted, following files are added.
  166. - memory.memsw.usage_in_bytes.
  167. - memory.memsw.limit_in_bytes.
  168. memsw means memory+swap. Usage of memory+swap is limited by
  169. memsw.limit_in_bytes.
  170. Example: Assume a system with 4G of swap. A task which allocates 6G of memory
  171. (by mistake) under 2G memory limitation will use all swap.
  172. In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap.
  173. By using the memsw limit, you can avoid system OOM which can be caused by swap
  174. shortage.
  175. * why 'memory+swap' rather than swap.
  176. The global LRU(kswapd) can swap out arbitrary pages. Swap-out means
  177. to move account from memory to swap...there is no change in usage of
  178. memory+swap. In other words, when we want to limit the usage of swap without
  179. affecting global LRU, memory+swap limit is better than just limiting swap from
  180. an OS point of view.
  181. * What happens when a cgroup hits memory.memsw.limit_in_bytes
  182. When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out
  183. in this cgroup. Then, swap-out will not be done by cgroup routine and file
  184. caches are dropped. But as mentioned above, global LRU can do swapout memory
  185. from it for sanity of the system's memory management state. You can't forbid
  186. it by cgroup.
  187. 2.5 Reclaim
  188. Each cgroup maintains a per cgroup LRU which has the same structure as
  189. global VM. When a cgroup goes over its limit, we first try
  190. to reclaim memory from the cgroup so as to make space for the new
  191. pages that the cgroup has touched. If the reclaim is unsuccessful,
  192. an OOM routine is invoked to select and kill the bulkiest task in the
  193. cgroup. (See 10. OOM Control below.)
  194. The reclaim algorithm has not been modified for cgroups, except that
  195. pages that are selected for reclaiming come from the per-cgroup LRU
  196. list.
  197. NOTE: Reclaim does not work for the root cgroup, since we cannot set any
  198. limits on the root cgroup.
  199. Note2: When panic_on_oom is set to "2", the whole system will panic.
  200. When oom event notifier is registered, event will be delivered.
  201. (See oom_control section)
  202. 2.6 Locking
  203. lock_page_cgroup()/unlock_page_cgroup() should not be called under
  204. mapping->tree_lock.
  205. Other lock order is following:
  206. PG_locked.
  207. mm->page_table_lock
  208. zone->lru_lock
  209. lock_page_cgroup.
  210. In many cases, just lock_page_cgroup() is called.
  211. per-zone-per-cgroup LRU (cgroup's private LRU) is just guarded by
  212. zone->lru_lock, it has no lock of its own.
  213. 2.7 Kernel Memory Extension (CONFIG_MEMCG_KMEM)
  214. With the Kernel memory extension, the Memory Controller is able to limit
  215. the amount of kernel memory used by the system. Kernel memory is fundamentally
  216. different than user memory, since it can't be swapped out, which makes it
  217. possible to DoS the system by consuming too much of this precious resource.
  218. Kernel memory won't be accounted at all until limit on a group is set. This
  219. allows for existing setups to continue working without disruption. The limit
  220. cannot be set if the cgroup have children, or if there are already tasks in the
  221. cgroup. Attempting to set the limit under those conditions will return -EBUSY.
  222. When use_hierarchy == 1 and a group is accounted, its children will
  223. automatically be accounted regardless of their limit value.
  224. After a group is first limited, it will be kept being accounted until it
  225. is removed. The memory limitation itself, can of course be removed by writing
  226. -1 to memory.kmem.limit_in_bytes. In this case, kmem will be accounted, but not
  227. limited.
  228. Kernel memory limits are not imposed for the root cgroup. Usage for the root
  229. cgroup may or may not be accounted. The memory used is accumulated into
  230. memory.kmem.usage_in_bytes, or in a separate counter when it makes sense.
  231. (currently only for tcp).
  232. The main "kmem" counter is fed into the main counter, so kmem charges will
  233. also be visible from the user counter.
  234. Currently no soft limit is implemented for kernel memory. It is future work
  235. to trigger slab reclaim when those limits are reached.
  236. 2.7.1 Current Kernel Memory resources accounted
  237. * stack pages: every process consumes some stack pages. By accounting into
  238. kernel memory, we prevent new processes from being created when the kernel
  239. memory usage is too high.
  240. * slab pages: pages allocated by the SLAB or SLUB allocator are tracked. A copy
  241. of each kmem_cache is created everytime the cache is touched by the first time
  242. from inside the memcg. The creation is done lazily, so some objects can still be
  243. skipped while the cache is being created. All objects in a slab page should
  244. belong to the same memcg. This only fails to hold when a task is migrated to a
  245. different memcg during the page allocation by the cache.
  246. * sockets memory pressure: some sockets protocols have memory pressure
  247. thresholds. The Memory Controller allows them to be controlled individually
  248. per cgroup, instead of globally.
  249. * tcp memory pressure: sockets memory pressure for the tcp protocol.
  250. 2.7.3 Common use cases
  251. Because the "kmem" counter is fed to the main user counter, kernel memory can
  252. never be limited completely independently of user memory. Say "U" is the user
  253. limit, and "K" the kernel limit. There are three possible ways limits can be
  254. set:
  255. U != 0, K = unlimited:
  256. This is the standard memcg limitation mechanism already present before kmem
  257. accounting. Kernel memory is completely ignored.
  258. U != 0, K < U:
  259. Kernel memory is a subset of the user memory. This setup is useful in
  260. deployments where the total amount of memory per-cgroup is overcommited.
  261. Overcommiting kernel memory limits is definitely not recommended, since the
  262. box can still run out of non-reclaimable memory.
  263. In this case, the admin could set up K so that the sum of all groups is
  264. never greater than the total memory, and freely set U at the cost of his
  265. QoS.
  266. U != 0, K >= U:
  267. Since kmem charges will also be fed to the user counter and reclaim will be
  268. triggered for the cgroup for both kinds of memory. This setup gives the
  269. admin a unified view of memory, and it is also useful for people who just
  270. want to track kernel memory usage.
  271. 3. User Interface
  272. 0. Configuration
  273. a. Enable CONFIG_CGROUPS
  274. b. Enable CONFIG_RESOURCE_COUNTERS
  275. c. Enable CONFIG_MEMCG
  276. d. Enable CONFIG_MEMCG_SWAP (to use swap extension)
  277. d. Enable CONFIG_MEMCG_KMEM (to use kmem extension)
  278. 1. Prepare the cgroups (see cgroups.txt, Why are cgroups needed?)
  279. # mount -t tmpfs none /sys/fs/cgroup
  280. # mkdir /sys/fs/cgroup/memory
  281. # mount -t cgroup none /sys/fs/cgroup/memory -o memory
  282. 2. Make the new group and move bash into it
  283. # mkdir /sys/fs/cgroup/memory/0
  284. # echo $$ > /sys/fs/cgroup/memory/0/tasks
  285. Since now we're in the 0 cgroup, we can alter the memory limit:
  286. # echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes
  287. NOTE: We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
  288. mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes, Gibibytes.)
  289. NOTE: We can write "-1" to reset the *.limit_in_bytes(unlimited).
  290. NOTE: We cannot set limits on the root cgroup any more.
  291. # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes
  292. 4194304
  293. We can check the usage:
  294. # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes
  295. 1216512
  296. A successful write to this file does not guarantee a successful setting of
  297. this limit to the value written into the file. This can be due to a
  298. number of factors, such as rounding up to page boundaries or the total
  299. availability of memory on the system. The user is required to re-read
  300. this file after a write to guarantee the value committed by the kernel.
  301. # echo 1 > memory.limit_in_bytes
  302. # cat memory.limit_in_bytes
  303. 4096
  304. The memory.failcnt field gives the number of times that the cgroup limit was
  305. exceeded.
  306. The memory.stat file gives accounting information. Now, the number of
  307. caches, RSS and Active pages/Inactive pages are shown.
  308. 4. Testing
  309. For testing features and implementation, see memcg_test.txt.
  310. Performance test is also important. To see pure memory controller's overhead,
  311. testing on tmpfs will give you good numbers of small overheads.
  312. Example: do kernel make on tmpfs.
  313. Page-fault scalability is also important. At measuring parallel
  314. page fault test, multi-process test may be better than multi-thread
  315. test because it has noise of shared objects/status.
  316. But the above two are testing extreme situations.
  317. Trying usual test under memory controller is always helpful.
  318. 4.1 Troubleshooting
  319. Sometimes a user might find that the application under a cgroup is
  320. terminated by the OOM killer. There are several causes for this:
  321. 1. The cgroup limit is too low (just too low to do anything useful)
  322. 2. The user is using anonymous memory and swap is turned off or too low
  323. A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
  324. some of the pages cached in the cgroup (page cache pages).
  325. To know what happens, disabling OOM_Kill as per "10. OOM Control" (below) and
  326. seeing what happens will be helpful.
  327. 4.2 Task migration
  328. When a task migrates from one cgroup to another, its charge is not
  329. carried forward by default. The pages allocated from the original cgroup still
  330. remain charged to it, the charge is dropped when the page is freed or
  331. reclaimed.
  332. You can move charges of a task along with task migration.
  333. See 8. "Move charges at task migration"
  334. 4.3 Removing a cgroup
  335. A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
  336. cgroup might have some charge associated with it, even though all
  337. tasks have migrated away from it. (because we charge against pages, not
  338. against tasks.)
  339. We move the stats to root (if use_hierarchy==0) or parent (if
  340. use_hierarchy==1), and no change on the charge except uncharging
  341. from the child.
  342. Charges recorded in swap information is not updated at removal of cgroup.
  343. Recorded information is discarded and a cgroup which uses swap (swapcache)
  344. will be charged as a new owner of it.
  345. About use_hierarchy, see Section 6.
  346. 5. Misc. interfaces.
  347. 5.1 force_empty
  348. memory.force_empty interface is provided to make cgroup's memory usage empty.
  349. You can use this interface only when the cgroup has no tasks.
  350. When writing anything to this
  351. # echo 0 > memory.force_empty
  352. Almost all pages tracked by this memory cgroup will be unmapped and freed.
  353. Some pages cannot be freed because they are locked or in-use. Such pages are
  354. moved to parent (if use_hierarchy==1) or root (if use_hierarchy==0) and this
  355. cgroup will be empty.
  356. The typical use case for this interface is before calling rmdir().
  357. Because rmdir() moves all pages to parent, some out-of-use page caches can be
  358. moved to the parent. If you want to avoid that, force_empty will be useful.
  359. Also, note that when memory.kmem.limit_in_bytes is set the charges due to
  360. kernel pages will still be seen. This is not considered a failure and the
  361. write will still return success. In this case, it is expected that
  362. memory.kmem.usage_in_bytes == memory.usage_in_bytes.
  363. About use_hierarchy, see Section 6.
  364. 5.2 stat file
  365. memory.stat file includes following statistics
  366. # per-memory cgroup local status
  367. cache - # of bytes of page cache memory.
  368. rss - # of bytes of anonymous and swap cache memory.
  369. mapped_file - # of bytes of mapped file (includes tmpfs/shmem)
  370. pgpgin - # of charging events to the memory cgroup. The charging
  371. event happens each time a page is accounted as either mapped
  372. anon page(RSS) or cache page(Page Cache) to the cgroup.
  373. pgpgout - # of uncharging events to the memory cgroup. The uncharging
  374. event happens each time a page is unaccounted from the cgroup.
  375. swap - # of bytes of swap usage
  376. inactive_anon - # of bytes of anonymous memory and swap cache memory on
  377. LRU list.
  378. active_anon - # of bytes of anonymous and swap cache memory on active
  379. inactive LRU list.
  380. inactive_file - # of bytes of file-backed memory on inactive LRU list.
  381. active_file - # of bytes of file-backed memory on active LRU list.
  382. unevictable - # of bytes of memory that cannot be reclaimed (mlocked etc).
  383. # status considering hierarchy (see memory.use_hierarchy settings)
  384. hierarchical_memory_limit - # of bytes of memory limit with regard to hierarchy
  385. under which the memory cgroup is
  386. hierarchical_memsw_limit - # of bytes of memory+swap limit with regard to
  387. hierarchy under which memory cgroup is.
  388. total_<counter> - # hierarchical version of <counter>, which in
  389. addition to the cgroup's own value includes the
  390. sum of all hierarchical children's values of
  391. <counter>, i.e. total_cache
  392. # The following additional stats are dependent on CONFIG_DEBUG_VM.
  393. recent_rotated_anon - VM internal parameter. (see mm/vmscan.c)
  394. recent_rotated_file - VM internal parameter. (see mm/vmscan.c)
  395. recent_scanned_anon - VM internal parameter. (see mm/vmscan.c)
  396. recent_scanned_file - VM internal parameter. (see mm/vmscan.c)
  397. Memo:
  398. recent_rotated means recent frequency of LRU rotation.
  399. recent_scanned means recent # of scans to LRU.
  400. showing for better debug please see the code for meanings.
  401. Note:
  402. Only anonymous and swap cache memory is listed as part of 'rss' stat.
  403. This should not be confused with the true 'resident set size' or the
  404. amount of physical memory used by the cgroup.
  405. 'rss + file_mapped" will give you resident set size of cgroup.
  406. (Note: file and shmem may be shared among other cgroups. In that case,
  407. file_mapped is accounted only when the memory cgroup is owner of page
  408. cache.)
  409. 5.3 swappiness
  410. Similar to /proc/sys/vm/swappiness, but affecting a hierarchy of groups only.
  411. Please note that unlike the global swappiness, memcg knob set to 0
  412. really prevents from any swapping even if there is a swap storage
  413. available. This might lead to memcg OOM killer if there are no file
  414. pages to reclaim.
  415. Following cgroups' swappiness can't be changed.
  416. - root cgroup (uses /proc/sys/vm/swappiness).
  417. - a cgroup which uses hierarchy and it has other cgroup(s) below it.
  418. - a cgroup which uses hierarchy and not the root of hierarchy.
  419. 5.4 failcnt
  420. A memory cgroup provides memory.failcnt and memory.memsw.failcnt files.
  421. This failcnt(== failure count) shows the number of times that a usage counter
  422. hit its limit. When a memory cgroup hits a limit, failcnt increases and
  423. memory under it will be reclaimed.
  424. You can reset failcnt by writing 0 to failcnt file.
  425. # echo 0 > .../memory.failcnt
  426. 5.5 usage_in_bytes
  427. For efficiency, as other kernel components, memory cgroup uses some optimization
  428. to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the
  429. method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz
  430. value for efficient access. (Of course, when necessary, it's synchronized.)
  431. If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP)
  432. value in memory.stat(see 5.2).
  433. 5.6 numa_stat
  434. This is similar to numa_maps but operates on a per-memcg basis. This is
  435. useful for providing visibility into the numa locality information within
  436. an memcg since the pages are allowed to be allocated from any physical
  437. node. One of the use cases is evaluating application performance by
  438. combining this information with the application's CPU allocation.
  439. We export "total", "file", "anon" and "unevictable" pages per-node for
  440. each memcg. The ouput format of memory.numa_stat is:
  441. total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ...
  442. file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ...
  443. anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  444. unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  445. And we have total = file + anon + unevictable.
  446. 6. Hierarchy support
  447. The memory controller supports a deep hierarchy and hierarchical accounting.
  448. The hierarchy is created by creating the appropriate cgroups in the
  449. cgroup filesystem. Consider for example, the following cgroup filesystem
  450. hierarchy
  451. root
  452. / | \
  453. / | \
  454. a b c
  455. | \
  456. | \
  457. d e
  458. In the diagram above, with hierarchical accounting enabled, all memory
  459. usage of e, is accounted to its ancestors up until the root (i.e, c and root),
  460. that has memory.use_hierarchy enabled. If one of the ancestors goes over its
  461. limit, the reclaim algorithm reclaims from the tasks in the ancestor and the
  462. children of the ancestor.
  463. 6.1 Enabling hierarchical accounting and reclaim
  464. A memory cgroup by default disables the hierarchy feature. Support
  465. can be enabled by writing 1 to memory.use_hierarchy file of the root cgroup
  466. # echo 1 > memory.use_hierarchy
  467. The feature can be disabled by
  468. # echo 0 > memory.use_hierarchy
  469. NOTE1: Enabling/disabling will fail if either the cgroup already has other
  470. cgroups created below it, or if the parent cgroup has use_hierarchy
  471. enabled.
  472. NOTE2: When panic_on_oom is set to "2", the whole system will panic in
  473. case of an OOM event in any cgroup.
  474. 7. Soft limits
  475. Soft limits allow for greater sharing of memory. The idea behind soft limits
  476. is to allow control groups to use as much of the memory as needed, provided
  477. a. There is no memory contention
  478. b. They do not exceed their hard limit
  479. When the system detects memory contention or low memory, control groups
  480. are pushed back to their soft limits. If the soft limit of each control
  481. group is very high, they are pushed back as much as possible to make
  482. sure that one control group does not starve the others of memory.
  483. Please note that soft limits is a best-effort feature; it comes with
  484. no guarantees, but it does its best to make sure that when memory is
  485. heavily contended for, memory is allocated based on the soft limit
  486. hints/setup. Currently soft limit based reclaim is set up such that
  487. it gets invoked from balance_pgdat (kswapd).
  488. 7.1 Interface
  489. Soft limits can be setup by using the following commands (in this example we
  490. assume a soft limit of 256 MiB)
  491. # echo 256M > memory.soft_limit_in_bytes
  492. If we want to change this to 1G, we can at any time use
  493. # echo 1G > memory.soft_limit_in_bytes
  494. NOTE1: Soft limits take effect over a long period of time, since they involve
  495. reclaiming memory for balancing between memory cgroups
  496. NOTE2: It is recommended to set the soft limit always below the hard limit,
  497. otherwise the hard limit will take precedence.
  498. 8. Move charges at task migration
  499. Users can move charges associated with a task along with task migration, that
  500. is, uncharge task's pages from the old cgroup and charge them to the new cgroup.
  501. This feature is not supported in !CONFIG_MMU environments because of lack of
  502. page tables.
  503. 8.1 Interface
  504. This feature is disabled by default. It can be enabledi (and disabled again) by
  505. writing to memory.move_charge_at_immigrate of the destination cgroup.
  506. If you want to enable it:
  507. # echo (some positive value) > memory.move_charge_at_immigrate
  508. Note: Each bits of move_charge_at_immigrate has its own meaning about what type
  509. of charges should be moved. See 8.2 for details.
  510. Note: Charges are moved only when you move mm->owner, in other words,
  511. a leader of a thread group.
  512. Note: If we cannot find enough space for the task in the destination cgroup, we
  513. try to make space by reclaiming memory. Task migration may fail if we
  514. cannot make enough space.
  515. Note: It can take several seconds if you move charges much.
  516. And if you want disable it again:
  517. # echo 0 > memory.move_charge_at_immigrate
  518. 8.2 Type of charges which can be moved
  519. Each bit in move_charge_at_immigrate has its own meaning about what type of
  520. charges should be moved. But in any case, it must be noted that an account of
  521. a page or a swap can be moved only when it is charged to the task's current
  522. (old) memory cgroup.
  523. bit | what type of charges would be moved ?
  524. -----+------------------------------------------------------------------------
  525. 0 | A charge of an anonymous page (or swap of it) used by the target task.
  526. | You must enable Swap Extension (see 2.4) to enable move of swap charges.
  527. -----+------------------------------------------------------------------------
  528. 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory)
  529. | and swaps of tmpfs file) mmapped by the target task. Unlike the case of
  530. | anonymous pages, file pages (and swaps) in the range mmapped by the task
  531. | will be moved even if the task hasn't done page fault, i.e. they might
  532. | not be the task's "RSS", but other task's "RSS" that maps the same file.
  533. | And mapcount of the page is ignored (the page can be moved even if
  534. | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to
  535. | enable move of swap charges.
  536. 8.3 TODO
  537. - All of moving charge operations are done under cgroup_mutex. It's not good
  538. behavior to hold the mutex too long, so we may need some trick.
  539. 9. Memory thresholds
  540. Memory cgroup implements memory thresholds using the cgroups notification
  541. API (see cgroups.txt). It allows to register multiple memory and memsw
  542. thresholds and gets notifications when it crosses.
  543. To register a threshold, an application must:
  544. - create an eventfd using eventfd(2);
  545. - open memory.usage_in_bytes or memory.memsw.usage_in_bytes;
  546. - write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to
  547. cgroup.event_control.
  548. Application will be notified through eventfd when memory usage crosses
  549. threshold in any direction.
  550. It's applicable for root and non-root cgroup.
  551. 10. OOM Control
  552. memory.oom_control file is for OOM notification and other controls.
  553. Memory cgroup implements OOM notifier using the cgroup notification
  554. API (See cgroups.txt). It allows to register multiple OOM notification
  555. delivery and gets notification when OOM happens.
  556. To register a notifier, an application must:
  557. - create an eventfd using eventfd(2)
  558. - open memory.oom_control file
  559. - write string like "<event_fd> <fd of memory.oom_control>" to
  560. cgroup.event_control
  561. The application will be notified through eventfd when OOM happens.
  562. OOM notification doesn't work for the root cgroup.
  563. You can disable the OOM-killer by writing "1" to memory.oom_control file, as:
  564. #echo 1 > memory.oom_control
  565. This operation is only allowed to the top cgroup of a sub-hierarchy.
  566. If OOM-killer is disabled, tasks under cgroup will hang/sleep
  567. in memory cgroup's OOM-waitqueue when they request accountable memory.
  568. For running them, you have to relax the memory cgroup's OOM status by
  569. * enlarge limit or reduce usage.
  570. To reduce usage,
  571. * kill some tasks.
  572. * move some tasks to other group with account migration.
  573. * remove some files (on tmpfs?)
  574. Then, stopped tasks will work again.
  575. At reading, current status of OOM is shown.
  576. oom_kill_disable 0 or 1 (if 1, oom-killer is disabled)
  577. under_oom 0 or 1 (if 1, the memory cgroup is under OOM, tasks may
  578. be stopped.)
  579. 11. TODO
  580. 1. Add support for accounting huge pages (as a separate controller)
  581. 2. Make per-cgroup scanner reclaim not-shared pages first
  582. 3. Teach controller to account for shared-pages
  583. 4. Start reclamation in the background when the limit is
  584. not yet hit but the usage is getting closer
  585. Summary
  586. Overall, the memory controller has been a stable controller and has been
  587. commented and discussed quite extensively in the community.
  588. References
  589. 1. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
  590. 2. Singh, Balbir. Memory Controller (RSS Control),
  591. http://lwn.net/Articles/222762/
  592. 3. Emelianov, Pavel. Resource controllers based on process cgroups
  593. http://lkml.org/lkml/2007/3/6/198
  594. 4. Emelianov, Pavel. RSS controller based on process cgroups (v2)
  595. http://lkml.org/lkml/2007/4/9/78
  596. 5. Emelianov, Pavel. RSS controller based on process cgroups (v3)
  597. http://lkml.org/lkml/2007/5/30/244
  598. 6. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
  599. 7. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
  600. subsystem (v3), http://lwn.net/Articles/235534/
  601. 8. Singh, Balbir. RSS controller v2 test results (lmbench),
  602. http://lkml.org/lkml/2007/5/17/232
  603. 9. Singh, Balbir. RSS controller v2 AIM9 results
  604. http://lkml.org/lkml/2007/5/18/1
  605. 10. Singh, Balbir. Memory controller v6 test results,
  606. http://lkml.org/lkml/2007/8/19/36
  607. 11. Singh, Balbir. Memory controller introduction (v6),
  608. http://lkml.org/lkml/2007/8/17/69
  609. 12. Corbet, Jonathan, Controlling memory use in cgroups,
  610. http://lwn.net/Articles/243795/