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2Memory Resource Controller 3========================== 4 5NOTE: 6 This document is hopelessly outdated and it asks for a complete 7 rewrite.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