memory.txt 36 KB

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  1. Memory Resource Controller
  2. NOTE: This document is hopelessly outdated and it asks for a complete
  3. rewrite. It still contains a useful information so we are keeping it
  4. here but make sure to check the current code if you need a deeper
  5. understanding.
  6. NOTE: The Memory Resource Controller has generically been referred to as the
  7. memory controller in this document. Do not confuse memory controller
  8. used here with the memory controller that is used in hardware.
  9. (For editors)
  10. In this document:
  11. When we mention a cgroup (cgroupfs's directory) with memory controller,
  12. we call it "memory cgroup". When you see git-log and source code, you'll
  13. see patch's title and function names tend to use "memcg".
  14. In this document, we avoid using it.
  15. Benefits and Purpose of the memory controller
  16. The memory controller isolates the memory behaviour of a group of tasks
  17. from the rest of the system. The article on LWN [12] mentions some probable
  18. uses of the memory controller. The memory controller can be used to
  19. a. Isolate an application or a group of applications
  20. Memory-hungry applications can be isolated and limited to a smaller
  21. amount of memory.
  22. b. Create a cgroup with a limited amount of memory; this can be used
  23. as a good alternative to booting with mem=XXXX.
  24. c. Virtualization solutions can control the amount of memory they want
  25. to assign to a virtual machine instance.
  26. d. A CD/DVD burner could control the amount of memory used by the
  27. rest of the system to ensure that burning does not fail due to lack
  28. of available memory.
  29. e. There are several other use cases; find one or use the controller just
  30. for fun (to learn and hack on the VM subsystem).
  31. Current Status: linux-2.6.34-mmotm(development version of 2010/April)
  32. Features:
  33. - accounting anonymous pages, file caches, swap caches usage and limiting them.
  34. - pages are linked to per-memcg LRU exclusively, and there is no global LRU.
  35. - optionally, memory+swap usage can be accounted and limited.
  36. - hierarchical accounting
  37. - soft limit
  38. - moving (recharging) account at moving a task is selectable.
  39. - usage threshold notifier
  40. - memory pressure notifier
  41. - oom-killer disable knob and oom-notifier
  42. - Root cgroup has no limit controls.
  43. Kernel memory support is a work in progress, and the current version provides
  44. basically functionality. (See Section 2.7)
  45. Brief summary of control files.
  46. tasks # attach a task(thread) and show list of threads
  47. cgroup.procs # show list of processes
  48. cgroup.event_control # an interface for event_fd()
  49. memory.usage_in_bytes # show current usage for memory
  50. (See 5.5 for details)
  51. memory.memsw.usage_in_bytes # show current usage for memory+Swap
  52. (See 5.5 for details)
  53. memory.limit_in_bytes # set/show limit of memory usage
  54. memory.memsw.limit_in_bytes # set/show limit of memory+Swap usage
  55. memory.failcnt # show the number of memory usage hits limits
  56. memory.memsw.failcnt # show the number of memory+Swap hits limits
  57. memory.max_usage_in_bytes # show max memory usage recorded
  58. memory.memsw.max_usage_in_bytes # show max memory+Swap usage recorded
  59. memory.soft_limit_in_bytes # set/show soft limit of memory usage
  60. memory.stat # show various statistics
  61. memory.use_hierarchy # set/show hierarchical account enabled
  62. memory.force_empty # trigger forced move charge to parent
  63. memory.pressure_level # set memory pressure notifications
  64. memory.swappiness # set/show swappiness parameter of vmscan
  65. (See sysctl's vm.swappiness)
  66. memory.move_charge_at_immigrate # set/show controls of moving charges
  67. memory.oom_control # set/show oom controls.
  68. memory.numa_stat # show the number of memory usage per numa node
  69. memory.kmem.limit_in_bytes # set/show hard limit for kernel memory
  70. memory.kmem.usage_in_bytes # show current kernel memory allocation
  71. memory.kmem.failcnt # show the number of kernel memory usage hits limits
  72. memory.kmem.max_usage_in_bytes # show max kernel memory usage recorded
  73. memory.kmem.tcp.limit_in_bytes # set/show hard limit for tcp buf memory
  74. memory.kmem.tcp.usage_in_bytes # show current tcp buf memory allocation
  75. memory.kmem.tcp.failcnt # show the number of tcp buf memory usage hits limits
  76. memory.kmem.tcp.max_usage_in_bytes # show max tcp buf memory usage recorded
  77. 1. History
  78. The memory controller has a long history. A request for comments for the memory
  79. controller was posted by Balbir Singh [1]. At the time the RFC was posted
  80. there were several implementations for memory control. The goal of the
  81. RFC was to build consensus and agreement for the minimal features required
  82. for memory control. The first RSS controller was posted by Balbir Singh[2]
  83. in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the
  84. RSS controller. At OLS, at the resource management BoF, everyone suggested
  85. that we handle both page cache and RSS together. Another request was raised
  86. to allow user space handling of OOM. The current memory controller is
  87. at version 6; it combines both mapped (RSS) and unmapped Page
  88. Cache Control [11].
  89. 2. Memory Control
  90. Memory is a unique resource in the sense that it is present in a limited
  91. amount. If a task requires a lot of CPU processing, the task can spread
  92. its processing over a period of hours, days, months or years, but with
  93. memory, the same physical memory needs to be reused to accomplish the task.
  94. The memory controller implementation has been divided into phases. These
  95. are:
  96. 1. Memory controller
  97. 2. mlock(2) controller
  98. 3. Kernel user memory accounting and slab control
  99. 4. user mappings length controller
  100. The memory controller is the first controller developed.
  101. 2.1. Design
  102. The core of the design is a counter called the page_counter. The
  103. page_counter tracks the current memory usage and limit of the group of
  104. processes associated with the controller. Each cgroup has a memory controller
  105. specific data structure (mem_cgroup) associated with it.
  106. 2.2. Accounting
  107. +--------------------+
  108. | mem_cgroup |
  109. | (page_counter) |
  110. +--------------------+
  111. / ^ \
  112. / | \
  113. +---------------+ | +---------------+
  114. | mm_struct | |.... | mm_struct |
  115. | | | | |
  116. +---------------+ | +---------------+
  117. |
  118. + --------------+
  119. |
  120. +---------------+ +------+--------+
  121. | page +----------> page_cgroup|
  122. | | | |
  123. +---------------+ +---------------+
  124. (Figure 1: Hierarchy of Accounting)
  125. Figure 1 shows the important aspects of the controller
  126. 1. Accounting happens per cgroup
  127. 2. Each mm_struct knows about which cgroup it belongs to
  128. 3. Each page has a pointer to the page_cgroup, which in turn knows the
  129. cgroup it belongs to
  130. The accounting is done as follows: mem_cgroup_charge_common() is invoked to
  131. set up the necessary data structures and check if the cgroup that is being
  132. charged is over its limit. If it is, then reclaim is invoked on the cgroup.
  133. More details can be found in the reclaim section of this document.
  134. If everything goes well, a page meta-data-structure called page_cgroup is
  135. updated. page_cgroup has its own LRU on cgroup.
  136. (*) page_cgroup structure is allocated at boot/memory-hotplug time.
  137. 2.2.1 Accounting details
  138. All mapped anon pages (RSS) and cache pages (Page Cache) are accounted.
  139. Some pages which are never reclaimable and will not be on the LRU
  140. are not accounted. We just account pages under usual VM management.
  141. RSS pages are accounted at page_fault unless they've already been accounted
  142. for earlier. A file page will be accounted for as Page Cache when it's
  143. inserted into inode (radix-tree). While it's mapped into the page tables of
  144. processes, duplicate accounting is carefully avoided.
  145. An RSS page is unaccounted when it's fully unmapped. A PageCache page is
  146. unaccounted when it's removed from radix-tree. Even if RSS pages are fully
  147. unmapped (by kswapd), they may exist as SwapCache in the system until they
  148. are really freed. Such SwapCaches are also accounted.
  149. A swapped-in page is not accounted until it's mapped.
  150. Note: The kernel does swapin-readahead and reads multiple swaps at once.
  151. This means swapped-in pages may contain pages for other tasks than a task
  152. causing page fault. So, we avoid accounting at swap-in I/O.
  153. At page migration, accounting information is kept.
  154. Note: we just account pages-on-LRU because our purpose is to control amount
  155. of used pages; not-on-LRU pages tend to be out-of-control from VM view.
  156. 2.3 Shared Page Accounting
  157. Shared pages are accounted on the basis of the first touch approach. The
  158. cgroup that first touches a page is accounted for the page. The principle
  159. behind this approach is that a cgroup that aggressively uses a shared
  160. page will eventually get charged for it (once it is uncharged from
  161. the cgroup that brought it in -- this will happen on memory pressure).
  162. But see section 8.2: when moving a task to another cgroup, its pages may
  163. be recharged to the new cgroup, if move_charge_at_immigrate has been chosen.
  164. Exception: If CONFIG_MEMCG_SWAP is not used.
  165. When you do swapoff and make swapped-out pages of shmem(tmpfs) to
  166. be backed into memory in force, charges for pages are accounted against the
  167. caller of swapoff rather than the users of shmem.
  168. 2.4 Swap Extension (CONFIG_MEMCG_SWAP)
  169. Swap Extension allows you to record charge for swap. A swapped-in page is
  170. charged back to original page allocator if possible.
  171. When swap is accounted, following files are added.
  172. - memory.memsw.usage_in_bytes.
  173. - memory.memsw.limit_in_bytes.
  174. memsw means memory+swap. Usage of memory+swap is limited by
  175. memsw.limit_in_bytes.
  176. Example: Assume a system with 4G of swap. A task which allocates 6G of memory
  177. (by mistake) under 2G memory limitation will use all swap.
  178. In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap.
  179. By using the memsw limit, you can avoid system OOM which can be caused by swap
  180. shortage.
  181. * why 'memory+swap' rather than swap.
  182. The global LRU(kswapd) can swap out arbitrary pages. Swap-out means
  183. to move account from memory to swap...there is no change in usage of
  184. memory+swap. In other words, when we want to limit the usage of swap without
  185. affecting global LRU, memory+swap limit is better than just limiting swap from
  186. an OS point of view.
  187. * What happens when a cgroup hits memory.memsw.limit_in_bytes
  188. When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out
  189. in this cgroup. Then, swap-out will not be done by cgroup routine and file
  190. caches are dropped. But as mentioned above, global LRU can do swapout memory
  191. from it for sanity of the system's memory management state. You can't forbid
  192. it by cgroup.
  193. 2.5 Reclaim
  194. Each cgroup maintains a per cgroup LRU which has the same structure as
  195. global VM. When a cgroup goes over its limit, we first try
  196. to reclaim memory from the cgroup so as to make space for the new
  197. pages that the cgroup has touched. If the reclaim is unsuccessful,
  198. an OOM routine is invoked to select and kill the bulkiest task in the
  199. cgroup. (See 10. OOM Control below.)
  200. The reclaim algorithm has not been modified for cgroups, except that
  201. pages that are selected for reclaiming come from the per-cgroup LRU
  202. list.
  203. NOTE: Reclaim does not work for the root cgroup, since we cannot set any
  204. limits on the root cgroup.
  205. Note2: When panic_on_oom is set to "2", the whole system will panic.
  206. When oom event notifier is registered, event will be delivered.
  207. (See oom_control section)
  208. 2.6 Locking
  209. lock_page_cgroup()/unlock_page_cgroup() should not be called under
  210. mapping->tree_lock.
  211. Other lock order is following:
  212. PG_locked.
  213. mm->page_table_lock
  214. zone_lru_lock
  215. lock_page_cgroup.
  216. In many cases, just lock_page_cgroup() is called.
  217. per-zone-per-cgroup LRU (cgroup's private LRU) is just guarded by
  218. zone_lru_lock, it has no lock of its own.
  219. 2.7 Kernel Memory Extension (CONFIG_MEMCG_KMEM)
  220. With the Kernel memory extension, the Memory Controller is able to limit
  221. the amount of kernel memory used by the system. Kernel memory is fundamentally
  222. different than user memory, since it can't be swapped out, which makes it
  223. possible to DoS the system by consuming too much of this precious resource.
  224. Kernel memory accounting is enabled for all memory cgroups by default. But
  225. it can be disabled system-wide by passing cgroup.memory=nokmem to the kernel
  226. at boot time. In this case, kernel memory will not be accounted at all.
  227. Kernel memory limits are not imposed for the root cgroup. Usage for the root
  228. cgroup may or may not be accounted. The memory used is accumulated into
  229. memory.kmem.usage_in_bytes, or in a separate counter when it makes sense.
  230. (currently only for tcp).
  231. The main "kmem" counter is fed into the main counter, so kmem charges will
  232. also be visible from the user counter.
  233. Currently no soft limit is implemented for kernel memory. It is future work
  234. to trigger slab reclaim when those limits are reached.
  235. 2.7.1 Current Kernel Memory resources accounted
  236. * stack pages: every process consumes some stack pages. By accounting into
  237. kernel memory, we prevent new processes from being created when the kernel
  238. memory usage is too high.
  239. * slab pages: pages allocated by the SLAB or SLUB allocator are tracked. A copy
  240. of each kmem_cache is created every time the cache is touched by the first time
  241. from inside the memcg. The creation is done lazily, so some objects can still be
  242. skipped while the cache is being created. All objects in a slab page should
  243. belong to the same memcg. This only fails to hold when a task is migrated to a
  244. different memcg during the page allocation by the cache.
  245. * sockets memory pressure: some sockets protocols have memory pressure
  246. thresholds. The Memory Controller allows them to be controlled individually
  247. per cgroup, instead of globally.
  248. * tcp memory pressure: sockets memory pressure for the tcp protocol.
  249. 2.7.2 Common use cases
  250. Because the "kmem" counter is fed to the main user counter, kernel memory can
  251. never be limited completely independently of user memory. Say "U" is the user
  252. limit, and "K" the kernel limit. There are three possible ways limits can be
  253. set:
  254. U != 0, K = unlimited:
  255. This is the standard memcg limitation mechanism already present before kmem
  256. accounting. Kernel memory is completely ignored.
  257. U != 0, K < U:
  258. Kernel memory is a subset of the user memory. This setup is useful in
  259. deployments where the total amount of memory per-cgroup is overcommited.
  260. Overcommiting kernel memory limits is definitely not recommended, since the
  261. box can still run out of non-reclaimable memory.
  262. In this case, the admin could set up K so that the sum of all groups is
  263. never greater than the total memory, and freely set U at the cost of his
  264. QoS.
  265. WARNING: In the current implementation, memory reclaim will NOT be
  266. triggered for a cgroup when it hits K while staying below U, which makes
  267. this setup impractical.
  268. U != 0, K >= U:
  269. Since kmem charges will also be fed to the user counter and reclaim will be
  270. triggered for the cgroup for both kinds of memory. This setup gives the
  271. admin a unified view of memory, and it is also useful for people who just
  272. want to track kernel memory usage.
  273. 3. User Interface
  274. 3.0. Configuration
  275. a. Enable CONFIG_CGROUPS
  276. b. Enable CONFIG_MEMCG
  277. c. Enable CONFIG_MEMCG_SWAP (to use swap extension)
  278. d. Enable CONFIG_MEMCG_KMEM (to use kmem extension)
  279. 3.1. Prepare the cgroups (see cgroups.txt, Why are cgroups needed?)
  280. # mount -t tmpfs none /sys/fs/cgroup
  281. # mkdir /sys/fs/cgroup/memory
  282. # mount -t cgroup none /sys/fs/cgroup/memory -o memory
  283. 3.2. Make the new group and move bash into it
  284. # mkdir /sys/fs/cgroup/memory/0
  285. # echo $$ > /sys/fs/cgroup/memory/0/tasks
  286. Since now we're in the 0 cgroup, we can alter the memory limit:
  287. # echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes
  288. NOTE: We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
  289. mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes, Gibibytes.)
  290. NOTE: We can write "-1" to reset the *.limit_in_bytes(unlimited).
  291. NOTE: We cannot set limits on the root cgroup any more.
  292. # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes
  293. 4194304
  294. We can check the usage:
  295. # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes
  296. 1216512
  297. A successful write to this file does not guarantee a successful setting of
  298. this limit to the value written into the file. This can be due to a
  299. number of factors, such as rounding up to page boundaries or the total
  300. availability of memory on the system. The user is required to re-read
  301. this file after a write to guarantee the value committed by the kernel.
  302. # echo 1 > memory.limit_in_bytes
  303. # cat memory.limit_in_bytes
  304. 4096
  305. The memory.failcnt field gives the number of times that the cgroup limit was
  306. exceeded.
  307. The memory.stat file gives accounting information. Now, the number of
  308. caches, RSS and Active pages/Inactive pages are shown.
  309. 4. Testing
  310. For testing features and implementation, see memcg_test.txt.
  311. Performance test is also important. To see pure memory controller's overhead,
  312. testing on tmpfs will give you good numbers of small overheads.
  313. Example: do kernel make on tmpfs.
  314. Page-fault scalability is also important. At measuring parallel
  315. page fault test, multi-process test may be better than multi-thread
  316. test because it has noise of shared objects/status.
  317. But the above two are testing extreme situations.
  318. Trying usual test under memory controller is always helpful.
  319. 4.1 Troubleshooting
  320. Sometimes a user might find that the application under a cgroup is
  321. terminated by the OOM killer. There are several causes for this:
  322. 1. The cgroup limit is too low (just too low to do anything useful)
  323. 2. The user is using anonymous memory and swap is turned off or too low
  324. A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
  325. some of the pages cached in the cgroup (page cache pages).
  326. To know what happens, disabling OOM_Kill as per "10. OOM Control" (below) and
  327. seeing what happens will be helpful.
  328. 4.2 Task migration
  329. When a task migrates from one cgroup to another, its charge is not
  330. carried forward by default. The pages allocated from the original cgroup still
  331. remain charged to it, the charge is dropped when the page is freed or
  332. reclaimed.
  333. You can move charges of a task along with task migration.
  334. See 8. "Move charges at task migration"
  335. 4.3 Removing a cgroup
  336. A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
  337. cgroup might have some charge associated with it, even though all
  338. tasks have migrated away from it. (because we charge against pages, not
  339. against tasks.)
  340. We move the stats to root (if use_hierarchy==0) or parent (if
  341. use_hierarchy==1), and no change on the charge except uncharging
  342. from the child.
  343. Charges recorded in swap information is not updated at removal of cgroup.
  344. Recorded information is discarded and a cgroup which uses swap (swapcache)
  345. will be charged as a new owner of it.
  346. About use_hierarchy, see Section 6.
  347. 5. Misc. interfaces.
  348. 5.1 force_empty
  349. memory.force_empty interface is provided to make cgroup's memory usage empty.
  350. When writing anything to this
  351. # echo 0 > memory.force_empty
  352. the cgroup will be reclaimed and as many pages reclaimed as possible.
  353. The typical use case for this interface is before calling rmdir().
  354. Because rmdir() moves all pages to parent, some out-of-use page caches can be
  355. moved to the parent. If you want to avoid that, force_empty will be useful.
  356. Also, note that when memory.kmem.limit_in_bytes is set the charges due to
  357. kernel pages will still be seen. This is not considered a failure and the
  358. write will still return success. In this case, it is expected that
  359. memory.kmem.usage_in_bytes == memory.usage_in_bytes.
  360. About use_hierarchy, see Section 6.
  361. 5.2 stat file
  362. memory.stat file includes following statistics
  363. # per-memory cgroup local status
  364. cache - # of bytes of page cache memory.
  365. rss - # of bytes of anonymous and swap cache memory (includes
  366. transparent hugepages).
  367. rss_huge - # of bytes of anonymous transparent hugepages.
  368. mapped_file - # of bytes of mapped file (includes tmpfs/shmem)
  369. pgpgin - # of charging events to the memory cgroup. The charging
  370. event happens each time a page is accounted as either mapped
  371. anon page(RSS) or cache page(Page Cache) to the cgroup.
  372. pgpgout - # of uncharging events to the memory cgroup. The uncharging
  373. event happens each time a page is unaccounted from the cgroup.
  374. swap - # of bytes of swap usage
  375. dirty - # of bytes that are waiting to get written back to the disk.
  376. writeback - # of bytes of file/anon cache that are queued for syncing to
  377. disk.
  378. inactive_anon - # of bytes of anonymous and swap cache memory on inactive
  379. LRU list.
  380. active_anon - # of bytes of anonymous and swap cache memory on active
  381. LRU list.
  382. inactive_file - # of bytes of file-backed memory on inactive LRU list.
  383. active_file - # of bytes of file-backed memory on active LRU list.
  384. unevictable - # of bytes of memory that cannot be reclaimed (mlocked etc).
  385. # status considering hierarchy (see memory.use_hierarchy settings)
  386. hierarchical_memory_limit - # of bytes of memory limit with regard to hierarchy
  387. under which the memory cgroup is
  388. hierarchical_memsw_limit - # of bytes of memory+swap limit with regard to
  389. hierarchy under which memory cgroup is.
  390. total_<counter> - # hierarchical version of <counter>, which in
  391. addition to the cgroup's own value includes the
  392. sum of all hierarchical children's values of
  393. <counter>, i.e. total_cache
  394. # The following additional stats are dependent on CONFIG_DEBUG_VM.
  395. recent_rotated_anon - VM internal parameter. (see mm/vmscan.c)
  396. recent_rotated_file - VM internal parameter. (see mm/vmscan.c)
  397. recent_scanned_anon - VM internal parameter. (see mm/vmscan.c)
  398. recent_scanned_file - VM internal parameter. (see mm/vmscan.c)
  399. Memo:
  400. recent_rotated means recent frequency of LRU rotation.
  401. recent_scanned means recent # of scans to LRU.
  402. showing for better debug please see the code for meanings.
  403. Note:
  404. Only anonymous and swap cache memory is listed as part of 'rss' stat.
  405. This should not be confused with the true 'resident set size' or the
  406. amount of physical memory used by the cgroup.
  407. 'rss + file_mapped" will give you resident set size of cgroup.
  408. (Note: file and shmem may be shared among other cgroups. In that case,
  409. file_mapped is accounted only when the memory cgroup is owner of page
  410. cache.)
  411. 5.3 swappiness
  412. Overrides /proc/sys/vm/swappiness for the particular group. The tunable
  413. in the root cgroup corresponds to the global swappiness setting.
  414. Please note that unlike during the global reclaim, limit reclaim
  415. enforces that 0 swappiness really prevents from any swapping even if
  416. there is a swap storage available. This might lead to memcg OOM killer
  417. if there are no file pages to reclaim.
  418. 5.4 failcnt
  419. A memory cgroup provides memory.failcnt and memory.memsw.failcnt files.
  420. This failcnt(== failure count) shows the number of times that a usage counter
  421. hit its limit. When a memory cgroup hits a limit, failcnt increases and
  422. memory under it will be reclaimed.
  423. You can reset failcnt by writing 0 to failcnt file.
  424. # echo 0 > .../memory.failcnt
  425. 5.5 usage_in_bytes
  426. For efficiency, as other kernel components, memory cgroup uses some optimization
  427. to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the
  428. method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz
  429. value for efficient access. (Of course, when necessary, it's synchronized.)
  430. If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP)
  431. value in memory.stat(see 5.2).
  432. 5.6 numa_stat
  433. This is similar to numa_maps but operates on a per-memcg basis. This is
  434. useful for providing visibility into the numa locality information within
  435. an memcg since the pages are allowed to be allocated from any physical
  436. node. One of the use cases is evaluating application performance by
  437. combining this information with the application's CPU allocation.
  438. Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable"
  439. per-node page counts including "hierarchical_<counter>" which sums up all
  440. hierarchical children's values in addition to the memcg's own value.
  441. The output format of memory.numa_stat is:
  442. total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ...
  443. file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ...
  444. anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  445. unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ...
  446. hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ...
  447. The "total" count is sum of file + anon + unevictable.
  448. 6. Hierarchy support
  449. The memory controller supports a deep hierarchy and hierarchical accounting.
  450. The hierarchy is created by creating the appropriate cgroups in the
  451. cgroup filesystem. Consider for example, the following cgroup filesystem
  452. hierarchy
  453. root
  454. / | \
  455. / | \
  456. a b c
  457. | \
  458. | \
  459. d e
  460. In the diagram above, with hierarchical accounting enabled, all memory
  461. usage of e, is accounted to its ancestors up until the root (i.e, c and root),
  462. that has memory.use_hierarchy enabled. If one of the ancestors goes over its
  463. limit, the reclaim algorithm reclaims from the tasks in the ancestor and the
  464. children of the ancestor.
  465. 6.1 Enabling hierarchical accounting and reclaim
  466. A memory cgroup by default disables the hierarchy feature. Support
  467. can be enabled by writing 1 to memory.use_hierarchy file of the root cgroup
  468. # echo 1 > memory.use_hierarchy
  469. The feature can be disabled by
  470. # echo 0 > memory.use_hierarchy
  471. NOTE1: Enabling/disabling will fail if either the cgroup already has other
  472. cgroups created below it, or if the parent cgroup has use_hierarchy
  473. enabled.
  474. NOTE2: When panic_on_oom is set to "2", the whole system will panic in
  475. case of an OOM event in any cgroup.
  476. 7. Soft limits
  477. Soft limits allow for greater sharing of memory. The idea behind soft limits
  478. is to allow control groups to use as much of the memory as needed, provided
  479. a. There is no memory contention
  480. b. They do not exceed their hard limit
  481. When the system detects memory contention or low memory, control groups
  482. are pushed back to their soft limits. If the soft limit of each control
  483. group is very high, they are pushed back as much as possible to make
  484. sure that one control group does not starve the others of memory.
  485. Please note that soft limits is a best-effort feature; it comes with
  486. no guarantees, but it does its best to make sure that when memory is
  487. heavily contended for, memory is allocated based on the soft limit
  488. hints/setup. Currently soft limit based reclaim is set up such that
  489. it gets invoked from balance_pgdat (kswapd).
  490. 7.1 Interface
  491. Soft limits can be setup by using the following commands (in this example we
  492. assume a soft limit of 256 MiB)
  493. # echo 256M > memory.soft_limit_in_bytes
  494. If we want to change this to 1G, we can at any time use
  495. # echo 1G > memory.soft_limit_in_bytes
  496. NOTE1: Soft limits take effect over a long period of time, since they involve
  497. reclaiming memory for balancing between memory cgroups
  498. NOTE2: It is recommended to set the soft limit always below the hard limit,
  499. otherwise the hard limit will take precedence.
  500. 8. Move charges at task migration
  501. Users can move charges associated with a task along with task migration, that
  502. is, uncharge task's pages from the old cgroup and charge them to the new cgroup.
  503. This feature is not supported in !CONFIG_MMU environments because of lack of
  504. page tables.
  505. 8.1 Interface
  506. This feature is disabled by default. It can be enabled (and disabled again) by
  507. writing to memory.move_charge_at_immigrate of the destination cgroup.
  508. If you want to enable it:
  509. # echo (some positive value) > memory.move_charge_at_immigrate
  510. Note: Each bits of move_charge_at_immigrate has its own meaning about what type
  511. of charges should be moved. See 8.2 for details.
  512. Note: Charges are moved only when you move mm->owner, in other words,
  513. a leader of a thread group.
  514. Note: If we cannot find enough space for the task in the destination cgroup, we
  515. try to make space by reclaiming memory. Task migration may fail if we
  516. cannot make enough space.
  517. Note: It can take several seconds if you move charges much.
  518. And if you want disable it again:
  519. # echo 0 > memory.move_charge_at_immigrate
  520. 8.2 Type of charges which can be moved
  521. Each bit in move_charge_at_immigrate has its own meaning about what type of
  522. charges should be moved. But in any case, it must be noted that an account of
  523. a page or a swap can be moved only when it is charged to the task's current
  524. (old) memory cgroup.
  525. bit | what type of charges would be moved ?
  526. -----+------------------------------------------------------------------------
  527. 0 | A charge of an anonymous page (or swap of it) used by the target task.
  528. | You must enable Swap Extension (see 2.4) to enable move of swap charges.
  529. -----+------------------------------------------------------------------------
  530. 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory)
  531. | and swaps of tmpfs file) mmapped by the target task. Unlike the case of
  532. | anonymous pages, file pages (and swaps) in the range mmapped by the task
  533. | will be moved even if the task hasn't done page fault, i.e. they might
  534. | not be the task's "RSS", but other task's "RSS" that maps the same file.
  535. | And mapcount of the page is ignored (the page can be moved even if
  536. | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to
  537. | enable move of swap charges.
  538. 8.3 TODO
  539. - All of moving charge operations are done under cgroup_mutex. It's not good
  540. behavior to hold the mutex too long, so we may need some trick.
  541. 9. Memory thresholds
  542. Memory cgroup implements memory thresholds using the cgroups notification
  543. API (see cgroups.txt). It allows to register multiple memory and memsw
  544. thresholds and gets notifications when it crosses.
  545. To register a threshold, an application must:
  546. - create an eventfd using eventfd(2);
  547. - open memory.usage_in_bytes or memory.memsw.usage_in_bytes;
  548. - write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to
  549. cgroup.event_control.
  550. Application will be notified through eventfd when memory usage crosses
  551. threshold in any direction.
  552. It's applicable for root and non-root cgroup.
  553. 10. OOM Control
  554. memory.oom_control file is for OOM notification and other controls.
  555. Memory cgroup implements OOM notifier using the cgroup notification
  556. API (See cgroups.txt). It allows to register multiple OOM notification
  557. delivery and gets notification when OOM happens.
  558. To register a notifier, an application must:
  559. - create an eventfd using eventfd(2)
  560. - open memory.oom_control file
  561. - write string like "<event_fd> <fd of memory.oom_control>" to
  562. cgroup.event_control
  563. The application will be notified through eventfd when OOM happens.
  564. OOM notification doesn't work for the root cgroup.
  565. You can disable the OOM-killer by writing "1" to memory.oom_control file, as:
  566. #echo 1 > memory.oom_control
  567. If OOM-killer is disabled, tasks under cgroup will hang/sleep
  568. in memory cgroup's OOM-waitqueue when they request accountable memory.
  569. For running them, you have to relax the memory cgroup's OOM status by
  570. * enlarge limit or reduce usage.
  571. To reduce usage,
  572. * kill some tasks.
  573. * move some tasks to other group with account migration.
  574. * remove some files (on tmpfs?)
  575. Then, stopped tasks will work again.
  576. At reading, current status of OOM is shown.
  577. oom_kill_disable 0 or 1 (if 1, oom-killer is disabled)
  578. under_oom 0 or 1 (if 1, the memory cgroup is under OOM, tasks may
  579. be stopped.)
  580. 11. Memory Pressure
  581. The pressure level notifications can be used to monitor the memory
  582. allocation cost; based on the pressure, applications can implement
  583. different strategies of managing their memory resources. The pressure
  584. levels are defined as following:
  585. The "low" level means that the system is reclaiming memory for new
  586. allocations. Monitoring this reclaiming activity might be useful for
  587. maintaining cache level. Upon notification, the program (typically
  588. "Activity Manager") might analyze vmstat and act in advance (i.e.
  589. prematurely shutdown unimportant services).
  590. The "medium" level means that the system is experiencing medium memory
  591. pressure, the system might be making swap, paging out active file caches,
  592. etc. Upon this event applications may decide to further analyze
  593. vmstat/zoneinfo/memcg or internal memory usage statistics and free any
  594. resources that can be easily reconstructed or re-read from a disk.
  595. The "critical" level means that the system is actively thrashing, it is
  596. about to out of memory (OOM) or even the in-kernel OOM killer is on its
  597. way to trigger. Applications should do whatever they can to help the
  598. system. It might be too late to consult with vmstat or any other
  599. statistics, so it's advisable to take an immediate action.
  600. The events are propagated upward until the event is handled, i.e. the
  601. events are not pass-through. Here is what this means: for example you have
  602. three cgroups: A->B->C. Now you set up an event listener on cgroups A, B
  603. and C, and suppose group C experiences some pressure. In this situation,
  604. only group C will receive the notification, i.e. groups A and B will not
  605. receive it. This is done to avoid excessive "broadcasting" of messages,
  606. which disturbs the system and which is especially bad if we are low on
  607. memory or thrashing. So, organize the cgroups wisely, or propagate the
  608. events manually (or, ask us to implement the pass-through events,
  609. explaining why would you need them.)
  610. The file memory.pressure_level is only used to setup an eventfd. To
  611. register a notification, an application must:
  612. - create an eventfd using eventfd(2);
  613. - open memory.pressure_level;
  614. - write string like "<event_fd> <fd of memory.pressure_level> <level>"
  615. to cgroup.event_control.
  616. Application will be notified through eventfd when memory pressure is at
  617. the specific level (or higher). Read/write operations to
  618. memory.pressure_level are no implemented.
  619. Test:
  620. Here is a small script example that makes a new cgroup, sets up a
  621. memory limit, sets up a notification in the cgroup and then makes child
  622. cgroup experience a critical pressure:
  623. # cd /sys/fs/cgroup/memory/
  624. # mkdir foo
  625. # cd foo
  626. # cgroup_event_listener memory.pressure_level low &
  627. # echo 8000000 > memory.limit_in_bytes
  628. # echo 8000000 > memory.memsw.limit_in_bytes
  629. # echo $$ > tasks
  630. # dd if=/dev/zero | read x
  631. (Expect a bunch of notifications, and eventually, the oom-killer will
  632. trigger.)
  633. 12. TODO
  634. 1. Make per-cgroup scanner reclaim not-shared pages first
  635. 2. Teach controller to account for shared-pages
  636. 3. Start reclamation in the background when the limit is
  637. not yet hit but the usage is getting closer
  638. Summary
  639. Overall, the memory controller has been a stable controller and has been
  640. commented and discussed quite extensively in the community.
  641. References
  642. 1. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
  643. 2. Singh, Balbir. Memory Controller (RSS Control),
  644. http://lwn.net/Articles/222762/
  645. 3. Emelianov, Pavel. Resource controllers based on process cgroups
  646. http://lkml.org/lkml/2007/3/6/198
  647. 4. Emelianov, Pavel. RSS controller based on process cgroups (v2)
  648. http://lkml.org/lkml/2007/4/9/78
  649. 5. Emelianov, Pavel. RSS controller based on process cgroups (v3)
  650. http://lkml.org/lkml/2007/5/30/244
  651. 6. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
  652. 7. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
  653. subsystem (v3), http://lwn.net/Articles/235534/
  654. 8. Singh, Balbir. RSS controller v2 test results (lmbench),
  655. http://lkml.org/lkml/2007/5/17/232
  656. 9. Singh, Balbir. RSS controller v2 AIM9 results
  657. http://lkml.org/lkml/2007/5/18/1
  658. 10. Singh, Balbir. Memory controller v6 test results,
  659. http://lkml.org/lkml/2007/8/19/36
  660. 11. Singh, Balbir. Memory controller introduction (v6),
  661. http://lkml.org/lkml/2007/8/17/69
  662. 12. Corbet, Jonathan, Controlling memory use in cgroups,
  663. http://lwn.net/Articles/243795/