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 caution:: 6 This document is hopelessly outdated and it asks for a complete 7 rewrite.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