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 caution:: 6 This document is hopelessly outdated and it asks for a complete 7 rewrite.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.limit_in_bytes This knob is deprecated and writing to 96 it will return -ENOTSUPP. 97 memory.kmem.usage_in_bytes show current kernel memory allocation 98 memory.kmem.failcnt show the number of kernel memory usage 99 hits limits 100 memory.kmem.max_usage_in_bytes show max kernel memory usage recorded 101 102 memory.kmem.tcp.limit_in_bytes set/show hard limit for tcp buf memory 103 memory.kmem.tcp.usage_in_bytes show current tcp buf memory allocation 104 memory.kmem.tcp.failcnt show the number of tcp buf memory usage 105 hits limits 106 memory.kmem.tcp.max_usage_in_bytes show max tcp buf memory usage recorded 107==================================== ========================================== 108 1091. History 110========== 111 112The memory controller has a long history. A request for comments for the memory 113controller was posted by Balbir Singh [1]_. At the time the RFC was posted 114there were several implementations for memory control. The goal of the 115RFC was to build consensus and agreement for the minimal features required 116for memory control. The first RSS controller was posted by Balbir Singh [2]_ 117in Feb 2007. Pavel Emelianov [3]_ [4]_ [5]_ has since posted three versions 118of the RSS controller. At OLS, at the resource management BoF, everyone 119suggested that we handle both page cache and RSS together. Another request was 120raised to allow user space handling of OOM. The current memory controller is 121at version 6; it combines both mapped (RSS) and unmapped Page 122Cache Control [11]_. 123 1242. Memory Control 125================= 126 127Memory is a unique resource in the sense that it is present in a limited 128amount. If a task requires a lot of CPU processing, the task can spread 129its processing over a period of hours, days, months or years, but with 130memory, the same physical memory needs to be reused to accomplish the task. 131 132The memory controller implementation has been divided into phases. These 133are: 134 1351. Memory controller 1362. mlock(2) controller 1373. Kernel user memory accounting and slab control 1384. user mappings length controller 139 140The memory controller is the first controller developed. 141 1422.1. Design 143----------- 144 145The core of the design is a counter called the page_counter. The 146page_counter tracks the current memory usage and limit of the group of 147processes associated with the controller. Each cgroup has a memory controller 148specific data structure (mem_cgroup) associated with it. 149 1502.2. Accounting 151--------------- 152 153.. code-block:: 154 :caption: Figure 1: Hierarchy of Accounting 155 156 +--------------------+ 157 | mem_cgroup | 158 | (page_counter) | 159 +--------------------+ 160 / ^ \ 161 / | \ 162 +---------------+ | +---------------+ 163 | mm_struct | |.... | mm_struct | 164 | | | | | 165 +---------------+ | +---------------+ 166 | 167 + --------------+ 168 | 169 +---------------+ +------+--------+ 170 | page +----------> page_cgroup| 171 | | | | 172 +---------------+ +---------------+ 173 174 175 176Figure 1 shows the important aspects of the controller 177 1781. Accounting happens per cgroup 1792. Each mm_struct knows about which cgroup it belongs to 1803. Each page has a pointer to the page_cgroup, which in turn knows the 181 cgroup it belongs to 182 183The accounting is done as follows: mem_cgroup_charge_common() is invoked to 184set up the necessary data structures and check if the cgroup that is being 185charged is over its limit. If it is, then reclaim is invoked on the cgroup. 186More details can be found in the reclaim section of this document. 187If everything goes well, a page meta-data-structure called page_cgroup is 188updated. page_cgroup has its own LRU on cgroup. 189(*) page_cgroup structure is allocated at boot/memory-hotplug time. 190 1912.2.1 Accounting details 192------------------------ 193 194All mapped anon pages (RSS) and cache pages (Page Cache) are accounted. 195Some pages which are never reclaimable and will not be on the LRU 196are not accounted. We just account pages under usual VM management. 197 198RSS pages are accounted at page_fault unless they've already been accounted 199for earlier. A file page will be accounted for as Page Cache when it's 200inserted into inode (radix-tree). While it's mapped into the page tables of 201processes, duplicate accounting is carefully avoided. 202 203An RSS page is unaccounted when it's fully unmapped. A PageCache page is 204unaccounted when it's removed from radix-tree. Even if RSS pages are fully 205unmapped (by kswapd), they may exist as SwapCache in the system until they 206are really freed. Such SwapCaches are also accounted. 207A swapped-in page is accounted after adding into swapcache. 208 209Note: The kernel does swapin-readahead and reads multiple swaps at once. 210Since page's memcg recorded into swap whatever memsw enabled, the page will 211be accounted after swapin. 212 213At page migration, accounting information is kept. 214 215Note: we just account pages-on-LRU because our purpose is to control amount 216of used pages; not-on-LRU pages tend to be out-of-control from VM view. 217 2182.3 Shared Page Accounting 219-------------------------- 220 221Shared pages are accounted on the basis of the first touch approach. The 222cgroup that first touches a page is accounted for the page. The principle 223behind this approach is that a cgroup that aggressively uses a shared 224page will eventually get charged for it (once it is uncharged from 225the cgroup that brought it in -- this will happen on memory pressure). 226 227But see :ref:`section 8.2 <cgroup-v1-memory-movable-charges>` when moving a 228task to another cgroup, its pages may be recharged to the new cgroup, if 229move_charge_at_immigrate has been chosen. 230 2312.4 Swap Extension 232-------------------------------------- 233 234Swap usage is always recorded for each of cgroup. Swap Extension allows you to 235read and limit it. 236 237When CONFIG_SWAP is enabled, following files are added. 238 239 - memory.memsw.usage_in_bytes. 240 - memory.memsw.limit_in_bytes. 241 242memsw means memory+swap. Usage of memory+swap is limited by 243memsw.limit_in_bytes. 244 245Example: Assume a system with 4G of swap. A task which allocates 6G of memory 246(by mistake) under 2G memory limitation will use all swap. 247In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap. 248By using the memsw limit, you can avoid system OOM which can be caused by swap 249shortage. 250 2512.4.1 why 'memory+swap' rather than swap 252~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 253 254The global LRU(kswapd) can swap out arbitrary pages. Swap-out means 255to move account from memory to swap...there is no change in usage of 256memory+swap. In other words, when we want to limit the usage of swap without 257affecting global LRU, memory+swap limit is better than just limiting swap from 258an OS point of view. 259 2602.4.2. What happens when a cgroup hits memory.memsw.limit_in_bytes 261~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ 262 263When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out 264in this cgroup. Then, swap-out will not be done by cgroup routine and file 265caches are dropped. But as mentioned above, global LRU can do swapout memory 266from it for sanity of the system's memory management state. You can't forbid 267it by cgroup. 268 2692.5 Reclaim 270----------- 271 272Each cgroup maintains a per cgroup LRU which has the same structure as 273global VM. When a cgroup goes over its limit, we first try 274to reclaim memory from the cgroup so as to make space for the new 275pages that the cgroup has touched. If the reclaim is unsuccessful, 276an OOM routine is invoked to select and kill the bulkiest task in the 277cgroup. (See :ref:`10. OOM Control <cgroup-v1-memory-oom-control>` below.) 278 279The reclaim algorithm has not been modified for cgroups, except that 280pages that are selected for reclaiming come from the per-cgroup LRU 281list. 282 283.. note:: 284 Reclaim does not work for the root cgroup, since we cannot set any 285 limits on the root cgroup. 286 287.. note:: 288 When panic_on_oom is set to "2", the whole system will panic. 289 290When oom event notifier is registered, event will be delivered. 291(See :ref:`oom_control <cgroup-v1-memory-oom-control>` section) 292 2932.6 Locking 294----------- 295 296Lock order is as follows:: 297 298 Page lock (PG_locked bit of page->flags) 299 mm->page_table_lock or split pte_lock 300 lock_page_memcg (memcg->move_lock) 301 mapping->i_pages lock 302 lruvec->lru_lock. 303 304Per-node-per-memcgroup LRU (cgroup's private LRU) is guarded by 305lruvec->lru_lock; PG_lru bit of page->flags is cleared before 306isolating a page from its LRU under lruvec->lru_lock. 307 308.. _cgroup-v1-memory-kernel-extension: 309 3102.7 Kernel Memory Extension 311----------------------------------------------- 312 313With the Kernel memory extension, the Memory Controller is able to limit 314the amount of kernel memory used by the system. Kernel memory is fundamentally 315different than user memory, since it can't be swapped out, which makes it 316possible to DoS the system by consuming too much of this precious resource. 317 318Kernel memory accounting is enabled for all memory cgroups by default. But 319it can be disabled system-wide by passing cgroup.memory=nokmem to the kernel 320at boot time. In this case, kernel memory will not be accounted at all. 321 322Kernel memory limits are not imposed for the root cgroup. Usage for the root 323cgroup may or may not be accounted. The memory used is accumulated into 324memory.kmem.usage_in_bytes, or in a separate counter when it makes sense. 325(currently only for tcp). 326 327The main "kmem" counter is fed into the main counter, so kmem charges will 328also be visible from the user counter. 329 330Currently no soft limit is implemented for kernel memory. It is future work 331to trigger slab reclaim when those limits are reached. 332 3332.7.1 Current Kernel Memory resources accounted 334----------------------------------------------- 335 336stack pages: 337 every process consumes some stack pages. By accounting into 338 kernel memory, we prevent new processes from being created when the kernel 339 memory usage is too high. 340 341slab pages: 342 pages allocated by the SLAB or SLUB allocator are tracked. A copy 343 of each kmem_cache is created every time the cache is touched by the first time 344 from inside the memcg. The creation is done lazily, so some objects can still be 345 skipped while the cache is being created. All objects in a slab page should 346 belong to the same memcg. This only fails to hold when a task is migrated to a 347 different memcg during the page allocation by the cache. 348 349sockets memory pressure: 350 some sockets protocols have memory pressure 351 thresholds. The Memory Controller allows them to be controlled individually 352 per cgroup, instead of globally. 353 354tcp memory pressure: 355 sockets memory pressure for the tcp protocol. 356 3572.7.2 Common use cases 358---------------------- 359 360Because the "kmem" counter is fed to the main user counter, kernel memory can 361never be limited completely independently of user memory. Say "U" is the user 362limit, and "K" the kernel limit. There are three possible ways limits can be 363set: 364 365U != 0, K = unlimited: 366 This is the standard memcg limitation mechanism already present before kmem 367 accounting. Kernel memory is completely ignored. 368 369U != 0, K < U: 370 Kernel memory is a subset of the user memory. This setup is useful in 371 deployments where the total amount of memory per-cgroup is overcommitted. 372 Overcommitting kernel memory limits is definitely not recommended, since the 373 box can still run out of non-reclaimable memory. 374 In this case, the admin could set up K so that the sum of all groups is 375 never greater than the total memory, and freely set U at the cost of his 376 QoS. 377 378 .. warning:: 379 In the current implementation, memory reclaim will NOT be triggered for 380 a cgroup when it hits K while staying below U, which makes this setup 381 impractical. 382 383U != 0, K >= U: 384 Since kmem charges will also be fed to the user counter and reclaim will be 385 triggered for the cgroup for both kinds of memory. This setup gives the 386 admin a unified view of memory, and it is also useful for people who just 387 want to track kernel memory usage. 388 3893. User Interface 390================= 391 392To use the user interface: 393 3941. Enable CONFIG_CGROUPS and CONFIG_MEMCG options 3952. Prepare the cgroups (see :ref:`Why are cgroups needed? 396 <cgroups-why-needed>` for the background information):: 397 398 # mount -t tmpfs none /sys/fs/cgroup 399 # mkdir /sys/fs/cgroup/memory 400 # mount -t cgroup none /sys/fs/cgroup/memory -o memory 401 4023. Make the new group and move bash into it:: 403 404 # mkdir /sys/fs/cgroup/memory/0 405 # echo $$ > /sys/fs/cgroup/memory/0/tasks 406 4074. Since now we're in the 0 cgroup, we can alter the memory limit:: 408 409 # echo 4M > /sys/fs/cgroup/memory/0/memory.limit_in_bytes 410 411 The limit can now be queried:: 412 413 # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes 414 4194304 415 416.. note:: 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.) 420 421.. note:: 422 We can write "-1" to reset the ``*.limit_in_bytes(unlimited)``. 423 424.. note:: 425 We cannot set limits on the root cgroup any more. 426 427 428We can check the usage:: 429 430 # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes 431 1216512 432 433A successful write to this file does not guarantee a successful setting of 434this limit to the value written into the file. This can be due to a 435number of factors, such as rounding up to page boundaries or the total 436availability of memory on the system. The user is required to re-read 437this file after a write to guarantee the value committed by the kernel:: 438 439 # echo 1 > memory.limit_in_bytes 440 # cat memory.limit_in_bytes 441 4096 442 443The memory.failcnt field gives the number of times that the cgroup limit was 444exceeded. 445 446The memory.stat file gives accounting information. Now, the number of 447caches, RSS and Active pages/Inactive pages are shown. 448 4494. Testing 450========== 451 452For testing features and implementation, see memcg_test.txt. 453 454Performance test is also important. To see pure memory controller's overhead, 455testing on tmpfs will give you good numbers of small overheads. 456Example: do kernel make on tmpfs. 457 458Page-fault scalability is also important. At measuring parallel 459page fault test, multi-process test may be better than multi-thread 460test because it has noise of shared objects/status. 461 462But the above two are testing extreme situations. 463Trying usual test under memory controller is always helpful. 464 465.. _cgroup-v1-memory-test-troubleshoot: 466 4674.1 Troubleshooting 468------------------- 469 470Sometimes a user might find that the application under a cgroup is 471terminated by the OOM killer. There are several causes for this: 472 4731. The cgroup limit is too low (just too low to do anything useful) 4742. The user is using anonymous memory and swap is turned off or too low 475 476A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of 477some of the pages cached in the cgroup (page cache pages). 478 479To know what happens, disabling OOM_Kill as per :ref:`"10. OOM Control" 480<cgroup-v1-memory-oom-control>` (below) and seeing what happens will be 481helpful. 482 483.. _cgroup-v1-memory-test-task-migration: 484 4854.2 Task migration 486------------------ 487 488When a task migrates from one cgroup to another, its charge is not 489carried forward by default. The pages allocated from the original cgroup still 490remain charged to it, the charge is dropped when the page is freed or 491reclaimed. 492 493You can move charges of a task along with task migration. 494See :ref:`8. "Move charges at task migration" <cgroup-v1-memory-move-charges>` 495 4964.3 Removing a cgroup 497--------------------- 498 499A cgroup can be removed by rmdir, but as discussed in :ref:`sections 4.1 500<cgroup-v1-memory-test-troubleshoot>` and :ref:`4.2 501<cgroup-v1-memory-test-task-migration>`, a cgroup might have some charge 502associated with it, even though all tasks have migrated away from it. (because 503we charge against pages, not against tasks.) 504 505We move the stats to parent, and no change on the charge except uncharging 506from the child. 507 508Charges recorded in swap information is not updated at removal of cgroup. 509Recorded information is discarded and a cgroup which uses swap (swapcache) 510will be charged as a new owner of it. 511 5125. Misc. interfaces 513=================== 514 5155.1 force_empty 516--------------- 517 memory.force_empty interface is provided to make cgroup's memory usage empty. 518 When writing anything to this:: 519 520 # echo 0 > memory.force_empty 521 522 the cgroup will be reclaimed and as many pages reclaimed as possible. 523 524 The typical use case for this interface is before calling rmdir(). 525 Though rmdir() offlines memcg, but the memcg may still stay there due to 526 charged file caches. Some out-of-use page caches may keep charged until 527 memory pressure happens. If you want to avoid that, force_empty will be useful. 528 5295.2 stat file 530------------- 531 532memory.stat file includes following statistics: 533 534 * per-memory cgroup local status 535 536 =============== =============================================================== 537 cache # of bytes of page cache memory. 538 rss # of bytes of anonymous and swap cache memory (includes 539 transparent hugepages). 540 rss_huge # of bytes of anonymous transparent hugepages. 541 mapped_file # of bytes of mapped file (includes tmpfs/shmem) 542 pgpgin # of charging events to the memory cgroup. The charging 543 event happens each time a page is accounted as either mapped 544 anon page(RSS) or cache page(Page Cache) to the cgroup. 545 pgpgout # of uncharging events to the memory cgroup. The uncharging 546 event happens each time a page is unaccounted from the 547 cgroup. 548 swap # of bytes of swap usage 549 dirty # of bytes that are waiting to get written back to the disk. 550 writeback # of bytes of file/anon cache that are queued for syncing to 551 disk. 552 inactive_anon # of bytes of anonymous and swap cache memory on inactive 553 LRU list. 554 active_anon # of bytes of anonymous and swap cache memory on active 555 LRU list. 556 inactive_file # of bytes of file-backed memory and MADV_FREE anonymous 557 memory (LazyFree pages) on inactive LRU list. 558 active_file # of bytes of file-backed memory on active LRU list. 559 unevictable # of bytes of memory that cannot be reclaimed (mlocked etc). 560 =============== =============================================================== 561 562 * status considering hierarchy (see memory.use_hierarchy settings): 563 564 ========================= =================================================== 565 hierarchical_memory_limit # of bytes of memory limit with regard to 566 hierarchy 567 under which the memory cgroup is 568 hierarchical_memsw_limit # of bytes of memory+swap limit with regard to 569 hierarchy under which memory cgroup is. 570 571 total_<counter> # hierarchical version of <counter>, which in 572 addition to the cgroup's own value includes the 573 sum of all hierarchical children's values of 574 <counter>, i.e. total_cache 575 ========================= =================================================== 576 577 * additional vm parameters (depends on CONFIG_DEBUG_VM): 578 579 ========================= ======================================== 580 recent_rotated_anon VM internal parameter. (see mm/vmscan.c) 581 recent_rotated_file VM internal parameter. (see mm/vmscan.c) 582 recent_scanned_anon VM internal parameter. (see mm/vmscan.c) 583 recent_scanned_file VM internal parameter. (see mm/vmscan.c) 584 ========================= ======================================== 585 586.. hint:: 587 recent_rotated means recent frequency of LRU rotation. 588 recent_scanned means recent # of scans to LRU. 589 showing for better debug please see the code for meanings. 590 591.. note:: 592 Only anonymous and swap cache memory is listed as part of 'rss' stat. 593 This should not be confused with the true 'resident set size' or the 594 amount of physical memory used by the cgroup. 595 596 'rss + mapped_file" will give you resident set size of cgroup. 597 598 (Note: file and shmem may be shared among other cgroups. In that case, 599 mapped_file is accounted only when the memory cgroup is owner of page 600 cache.) 601 6025.3 swappiness 603-------------- 604 605Overrides /proc/sys/vm/swappiness for the particular group. The tunable 606in the root cgroup corresponds to the global swappiness setting. 607 608Please note that unlike during the global reclaim, limit reclaim 609enforces that 0 swappiness really prevents from any swapping even if 610there is a swap storage available. This might lead to memcg OOM killer 611if there are no file pages to reclaim. 612 6135.4 failcnt 614----------- 615 616A memory cgroup provides memory.failcnt and memory.memsw.failcnt files. 617This failcnt(== failure count) shows the number of times that a usage counter 618hit its limit. When a memory cgroup hits a limit, failcnt increases and 619memory under it will be reclaimed. 620 621You can reset failcnt by writing 0 to failcnt file:: 622 623 # echo 0 > .../memory.failcnt 624 6255.5 usage_in_bytes 626------------------ 627 628For efficiency, as other kernel components, memory cgroup uses some optimization 629to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the 630method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz 631value for efficient access. (Of course, when necessary, it's synchronized.) 632If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP) 633value in memory.stat(see 5.2). 634 6355.6 numa_stat 636------------- 637 638This is similar to numa_maps but operates on a per-memcg basis. This is 639useful for providing visibility into the numa locality information within 640an memcg since the pages are allowed to be allocated from any physical 641node. One of the use cases is evaluating application performance by 642combining this information with the application's CPU allocation. 643 644Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable" 645per-node page counts including "hierarchical_<counter>" which sums up all 646hierarchical children's values in addition to the memcg's own value. 647 648The output format of memory.numa_stat is:: 649 650 total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ... 651 file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ... 652 anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ... 653 unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ... 654 hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ... 655 656The "total" count is sum of file + anon + unevictable. 657 6586. Hierarchy support 659==================== 660 661The memory controller supports a deep hierarchy and hierarchical accounting. 662The hierarchy is created by creating the appropriate cgroups in the 663cgroup filesystem. Consider for example, the following cgroup filesystem 664hierarchy:: 665 666 root 667 / | \ 668 / | \ 669 a b c 670 | \ 671 | \ 672 d e 673 674In the diagram above, with hierarchical accounting enabled, all memory 675usage of e, is accounted to its ancestors up until the root (i.e, c and root). 676If one of the ancestors goes over its limit, the reclaim algorithm reclaims 677from the tasks in the ancestor and the children of the ancestor. 678 6796.1 Hierarchical accounting and reclaim 680--------------------------------------- 681 682Hierarchical accounting is enabled by default. Disabling the hierarchical 683accounting is deprecated. An attempt to do it will result in a failure 684and a warning printed to dmesg. 685 686For compatibility reasons writing 1 to memory.use_hierarchy will always pass:: 687 688 # echo 1 > memory.use_hierarchy 689 6907. Soft limits 691============== 692 693Soft limits allow for greater sharing of memory. The idea behind soft limits 694is to allow control groups to use as much of the memory as needed, provided 695 696a. There is no memory contention 697b. They do not exceed their hard limit 698 699When the system detects memory contention or low memory, control groups 700are pushed back to their soft limits. If the soft limit of each control 701group is very high, they are pushed back as much as possible to make 702sure that one control group does not starve the others of memory. 703 704Please note that soft limits is a best-effort feature; it comes with 705no guarantees, but it does its best to make sure that when memory is 706heavily contended for, memory is allocated based on the soft limit 707hints/setup. Currently soft limit based reclaim is set up such that 708it gets invoked from balance_pgdat (kswapd). 709 7107.1 Interface 711------------- 712 713Soft limits can be setup by using the following commands (in this example we 714assume a soft limit of 256 MiB):: 715 716 # echo 256M > memory.soft_limit_in_bytes 717 718If we want to change this to 1G, we can at any time use:: 719 720 # echo 1G > memory.soft_limit_in_bytes 721 722.. note:: 723 Soft limits take effect over a long period of time, since they involve 724 reclaiming memory for balancing between memory cgroups 725 726.. note:: 727 It is recommended to set the soft limit always below the hard limit, 728 otherwise the hard limit will take precedence. 729 730.. _cgroup-v1-memory-move-charges: 731 7328. Move charges at task migration (DEPRECATED!) 733=============================================== 734 735THIS IS DEPRECATED! 736 737It's expensive and unreliable! It's better practice to launch workload 738tasks directly from inside their target cgroup. Use dedicated workload 739cgroups to allow fine-grained policy adjustments without having to 740move physical pages between control domains. 741 742Users can move charges associated with a task along with task migration, that 743is, uncharge task's pages from the old cgroup and charge them to the new cgroup. 744This feature is not supported in !CONFIG_MMU environments because of lack of 745page tables. 746 7478.1 Interface 748------------- 749 750This feature is disabled by default. It can be enabled (and disabled again) by 751writing to memory.move_charge_at_immigrate of the destination cgroup. 752 753If you want to enable it:: 754 755 # echo (some positive value) > memory.move_charge_at_immigrate 756 757.. note:: 758 Each bits of move_charge_at_immigrate has its own meaning about what type 759 of charges should be moved. See :ref:`section 8.2 760 <cgroup-v1-memory-movable-charges>` for details. 761 762.. note:: 763 Charges are moved only when you move mm->owner, in other words, 764 a leader of a thread group. 765 766.. note:: 767 If we cannot find enough space for the task in the destination cgroup, we 768 try to make space by reclaiming memory. Task migration may fail if we 769 cannot make enough space. 770 771.. note:: 772 It can take several seconds if you move charges much. 773 774And if you want disable it again:: 775 776 # echo 0 > memory.move_charge_at_immigrate 777 778.. _cgroup-v1-memory-movable-charges: 779 7808.2 Type of charges which can be moved 781-------------------------------------- 782 783Each bit in move_charge_at_immigrate has its own meaning about what type of 784charges should be moved. But in any case, it must be noted that an account of 785a page or a swap can be moved only when it is charged to the task's current 786(old) memory cgroup. 787 788+---+--------------------------------------------------------------------------+ 789|bit| what type of charges would be moved ? | 790+===+==========================================================================+ 791| 0 | A charge of an anonymous page (or swap of it) used by the target task. | 792| | You must enable Swap Extension (see 2.4) to enable move of swap charges. | 793+---+--------------------------------------------------------------------------+ 794| 1 | A charge of file pages (normal file, tmpfs file (e.g. ipc shared memory) | 795| | and swaps of tmpfs file) mmapped by the target task. Unlike the case of | 796| | anonymous pages, file pages (and swaps) in the range mmapped by the task | 797| | will be moved even if the task hasn't done page fault, i.e. they might | 798| | not be the task's "RSS", but other task's "RSS" that maps the same file. | 799| | And mapcount of the page is ignored (the page can be moved even if | 800| | page_mapcount(page) > 1). You must enable Swap Extension (see 2.4) to | 801| | enable move of swap charges. | 802+---+--------------------------------------------------------------------------+ 803 8048.3 TODO 805-------- 806 807- All of moving charge operations are done under cgroup_mutex. It's not good 808 behavior to hold the mutex too long, so we may need some trick. 809 8109. Memory thresholds 811==================== 812 813Memory cgroup implements memory thresholds using the cgroups notification 814API (see cgroups.txt). It allows to register multiple memory and memsw 815thresholds and gets notifications when it crosses. 816 817To register a threshold, an application must: 818 819- create an eventfd using eventfd(2); 820- open memory.usage_in_bytes or memory.memsw.usage_in_bytes; 821- write string like "<event_fd> <fd of memory.usage_in_bytes> <threshold>" to 822 cgroup.event_control. 823 824Application will be notified through eventfd when memory usage crosses 825threshold in any direction. 826 827It's applicable for root and non-root cgroup. 828 829.. _cgroup-v1-memory-oom-control: 830 83110. OOM Control 832=============== 833 834memory.oom_control file is for OOM notification and other controls. 835 836Memory cgroup implements OOM notifier using the cgroup notification 837API (See cgroups.txt). It allows to register multiple OOM notification 838delivery and gets notification when OOM happens. 839 840To register a notifier, an application must: 841 842 - create an eventfd using eventfd(2) 843 - open memory.oom_control file 844 - write string like "<event_fd> <fd of memory.oom_control>" to 845 cgroup.event_control 846 847The application will be notified through eventfd when OOM happens. 848OOM notification doesn't work for the root cgroup. 849 850You can disable the OOM-killer by writing "1" to memory.oom_control file, as: 851 852 #echo 1 > memory.oom_control 853 854If OOM-killer is disabled, tasks under cgroup will hang/sleep 855in memory cgroup's OOM-waitqueue when they request accountable memory. 856 857For running them, you have to relax the memory cgroup's OOM status by 858 859 * enlarge limit or reduce usage. 860 861To reduce usage, 862 863 * kill some tasks. 864 * move some tasks to other group with account migration. 865 * remove some files (on tmpfs?) 866 867Then, stopped tasks will work again. 868 869At reading, current status of OOM is shown. 870 871 - oom_kill_disable 0 or 1 872 (if 1, oom-killer is disabled) 873 - under_oom 0 or 1 874 (if 1, the memory cgroup is under OOM, tasks may be stopped.) 875 - oom_kill integer counter 876 The number of processes belonging to this cgroup killed by any 877 kind of OOM killer. 878 87911. Memory Pressure 880=================== 881 882The pressure level notifications can be used to monitor the memory 883allocation cost; based on the pressure, applications can implement 884different strategies of managing their memory resources. The pressure 885levels are defined as following: 886 887The "low" level means that the system is reclaiming memory for new 888allocations. Monitoring this reclaiming activity might be useful for 889maintaining cache level. Upon notification, the program (typically 890"Activity Manager") might analyze vmstat and act in advance (i.e. 891prematurely shutdown unimportant services). 892 893The "medium" level means that the system is experiencing medium memory 894pressure, the system might be making swap, paging out active file caches, 895etc. Upon this event applications may decide to further analyze 896vmstat/zoneinfo/memcg or internal memory usage statistics and free any 897resources that can be easily reconstructed or re-read from a disk. 898 899The "critical" level means that the system is actively thrashing, it is 900about to out of memory (OOM) or even the in-kernel OOM killer is on its 901way to trigger. Applications should do whatever they can to help the 902system. It might be too late to consult with vmstat or any other 903statistics, so it's advisable to take an immediate action. 904 905By default, events are propagated upward until the event is handled, i.e. the 906events are not pass-through. For example, you have three cgroups: A->B->C. Now 907you set up an event listener on cgroups A, B and C, and suppose group C 908experiences some pressure. In this situation, only group C will receive the 909notification, i.e. groups A and B will not receive it. This is done to avoid 910excessive "broadcasting" of messages, which disturbs the system and which is 911especially bad if we are low on memory or thrashing. Group B, will receive 912notification only if there are no event listers for group C. 913 914There are three optional modes that specify different propagation behavior: 915 916 - "default": this is the default behavior specified above. This mode is the 917 same as omitting the optional mode parameter, preserved by backwards 918 compatibility. 919 920 - "hierarchy": events always propagate up to the root, similar to the default 921 behavior, except that propagation continues regardless of whether there are 922 event listeners at each level, with the "hierarchy" mode. In the above 923 example, groups A, B, and C will receive notification of memory pressure. 924 925 - "local": events are pass-through, i.e. they only receive notifications when 926 memory pressure is experienced in the memcg for which the notification is 927 registered. In the above example, group C will receive notification if 928 registered for "local" notification and the group experiences memory 929 pressure. However, group B will never receive notification, regardless if 930 there is an event listener for group C or not, if group B is registered for 931 local notification. 932 933The level and event notification mode ("hierarchy" or "local", if necessary) are 934specified by a comma-delimited string, i.e. "low,hierarchy" specifies 935hierarchical, pass-through, notification for all ancestor memcgs. Notification 936that is the default, non pass-through behavior, does not specify a mode. 937"medium,local" specifies pass-through notification for the medium level. 938 939The file memory.pressure_level is only used to setup an eventfd. To 940register a notification, an application must: 941 942- create an eventfd using eventfd(2); 943- open memory.pressure_level; 944- write string as "<event_fd> <fd of memory.pressure_level> <level[,mode]>" 945 to cgroup.event_control. 946 947Application will be notified through eventfd when memory pressure is at 948the specific level (or higher). Read/write operations to 949memory.pressure_level are no implemented. 950 951Test: 952 953 Here is a small script example that makes a new cgroup, sets up a 954 memory limit, sets up a notification in the cgroup and then makes child 955 cgroup experience a critical pressure:: 956 957 # cd /sys/fs/cgroup/memory/ 958 # mkdir foo 959 # cd foo 960 # cgroup_event_listener memory.pressure_level low,hierarchy & 961 # echo 8000000 > memory.limit_in_bytes 962 # echo 8000000 > memory.memsw.limit_in_bytes 963 # echo $$ > tasks 964 # dd if=/dev/zero | read x 965 966 (Expect a bunch of notifications, and eventually, the oom-killer will 967 trigger.) 968 96912. TODO 970======== 971 9721. Make per-cgroup scanner reclaim not-shared pages first 9732. Teach controller to account for shared-pages 9743. Start reclamation in the background when the limit is 975 not yet hit but the usage is getting closer 976 977Summary 978======= 979 980Overall, the memory controller has been a stable controller and has been 981commented and discussed quite extensively in the community. 982 983References 984========== 985 986.. [1] Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/ 987.. [2] Singh, Balbir. Memory Controller (RSS Control), 988 http://lwn.net/Articles/222762/ 989.. [3] Emelianov, Pavel. Resource controllers based on process cgroups 990 https://lore.kernel.org/r/45ED7DEC.7010403@sw.ru 991.. [4] Emelianov, Pavel. RSS controller based on process cgroups (v2) 992 https://lore.kernel.org/r/461A3010.90403@sw.ru 993.. [5] Emelianov, Pavel. RSS controller based on process cgroups (v3) 994 https://lore.kernel.org/r/465D9739.8070209@openvz.org 995 9966. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/ 9977. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control 998 subsystem (v3), http://lwn.net/Articles/235534/ 9998. Singh, Balbir. RSS controller v2 test results (lmbench), 1000 https://lore.kernel.org/r/464C95D4.7070806@linux.vnet.ibm.com 10019. Singh, Balbir. RSS controller v2 AIM9 results 1002 https://lore.kernel.org/r/464D267A.50107@linux.vnet.ibm.com 100310. Singh, Balbir. Memory controller v6 test results, 1004 https://lore.kernel.org/r/20070819094658.654.84837.sendpatchset@balbir-laptop 1005 1006.. [11] Singh, Balbir. Memory controller introduction (v6), 1007 https://lore.kernel.org/r/20070817084228.26003.12568.sendpatchset@balbir-laptop 1008.. [12] Corbet, Jonathan, Controlling memory use in cgroups, 1009 http://lwn.net/Articles/243795/ 1010