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2Memory Resource Controller 3========================== 4 5NOTE: 6 This document is hopelessly outdated and it asks for a complete 7 rewrite.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 accounted after adding into swapcache. 203 204Note: The kernel does swapin-readahead and reads multiple swaps at once. 205Since page's memcg recorded into swap whatever memsw enabled, the page will 206be accounted after swapin. 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 2252.4 Swap Extension 226-------------------------------------- 227 228Swap usage is always recorded for each of cgroup. Swap Extension allows you to 229read and limit it. 230 231When CONFIG_SWAP is enabled, following files are added. 232 233 - memory.memsw.usage_in_bytes. 234 - memory.memsw.limit_in_bytes. 235 236memsw means memory+swap. Usage of memory+swap is limited by 237memsw.limit_in_bytes. 238 239Example: Assume a system with 4G of swap. A task which allocates 6G of memory 240(by mistake) under 2G memory limitation will use all swap. 241In this case, setting memsw.limit_in_bytes=3G will prevent bad use of swap. 242By using the memsw limit, you can avoid system OOM which can be caused by swap 243shortage. 244 245**why 'memory+swap' rather than swap** 246 247The global LRU(kswapd) can swap out arbitrary pages. Swap-out means 248to move account from memory to swap...there is no change in usage of 249memory+swap. In other words, when we want to limit the usage of swap without 250affecting global LRU, memory+swap limit is better than just limiting swap from 251an OS point of view. 252 253**What happens when a cgroup hits memory.memsw.limit_in_bytes** 254 255When a cgroup hits memory.memsw.limit_in_bytes, it's useless to do swap-out 256in this cgroup. Then, swap-out will not be done by cgroup routine and file 257caches are dropped. But as mentioned above, global LRU can do swapout memory 258from it for sanity of the system's memory management state. You can't forbid 259it by cgroup. 260 2612.5 Reclaim 262----------- 263 264Each cgroup maintains a per cgroup LRU which has the same structure as 265global VM. When a cgroup goes over its limit, we first try 266to reclaim memory from the cgroup so as to make space for the new 267pages that the cgroup has touched. If the reclaim is unsuccessful, 268an OOM routine is invoked to select and kill the bulkiest task in the 269cgroup. (See 10. OOM Control below.) 270 271The reclaim algorithm has not been modified for cgroups, except that 272pages that are selected for reclaiming come from the per-cgroup LRU 273list. 274 275NOTE: 276 Reclaim does not work for the root cgroup, since we cannot set any 277 limits on the root cgroup. 278 279Note2: 280 When panic_on_oom is set to "2", the whole system will panic. 281 282When oom event notifier is registered, event will be delivered. 283(See oom_control section) 284 2852.6 Locking 286----------- 287 288 lock_page_cgroup()/unlock_page_cgroup() should not be called under 289 the i_pages lock. 290 291 Other lock order is following: 292 293 PG_locked. 294 mm->page_table_lock 295 pgdat->lru_lock 296 lock_page_cgroup. 297 298 In many cases, just lock_page_cgroup() is called. 299 300 per-zone-per-cgroup LRU (cgroup's private LRU) is just guarded by 301 pgdat->lru_lock, it has no lock of its own. 302 3032.7 Kernel Memory Extension (CONFIG_MEMCG_KMEM) 304----------------------------------------------- 305 306With the Kernel memory extension, the Memory Controller is able to limit 307the amount of kernel memory used by the system. Kernel memory is fundamentally 308different than user memory, since it can't be swapped out, which makes it 309possible to DoS the system by consuming too much of this precious resource. 310 311Kernel memory accounting is enabled for all memory cgroups by default. But 312it can be disabled system-wide by passing cgroup.memory=nokmem to the kernel 313at boot time. In this case, kernel memory will not be accounted at all. 314 315Kernel memory limits are not imposed for the root cgroup. Usage for the root 316cgroup may or may not be accounted. The memory used is accumulated into 317memory.kmem.usage_in_bytes, or in a separate counter when it makes sense. 318(currently only for tcp). 319 320The main "kmem" counter is fed into the main counter, so kmem charges will 321also be visible from the user counter. 322 323Currently no soft limit is implemented for kernel memory. It is future work 324to trigger slab reclaim when those limits are reached. 325 3262.7.1 Current Kernel Memory resources accounted 327----------------------------------------------- 328 329stack pages: 330 every process consumes some stack pages. By accounting into 331 kernel memory, we prevent new processes from being created when the kernel 332 memory usage is too high. 333 334slab pages: 335 pages allocated by the SLAB or SLUB allocator are tracked. A copy 336 of each kmem_cache is created every time the cache is touched by the first time 337 from inside the memcg. The creation is done lazily, so some objects can still be 338 skipped while the cache is being created. All objects in a slab page should 339 belong to the same memcg. This only fails to hold when a task is migrated to a 340 different memcg during the page allocation by the cache. 341 342sockets memory pressure: 343 some sockets protocols have memory pressure 344 thresholds. The Memory Controller allows them to be controlled individually 345 per cgroup, instead of globally. 346 347tcp memory pressure: 348 sockets memory pressure for the tcp protocol. 349 3502.7.2 Common use cases 351---------------------- 352 353Because the "kmem" counter is fed to the main user counter, kernel memory can 354never be limited completely independently of user memory. Say "U" is the user 355limit, and "K" the kernel limit. There are three possible ways limits can be 356set: 357 358U != 0, K = unlimited: 359 This is the standard memcg limitation mechanism already present before kmem 360 accounting. Kernel memory is completely ignored. 361 362U != 0, K < U: 363 Kernel memory is a subset of the user memory. This setup is useful in 364 deployments where the total amount of memory per-cgroup is overcommited. 365 Overcommiting kernel memory limits is definitely not recommended, since the 366 box can still run out of non-reclaimable memory. 367 In this case, the admin could set up K so that the sum of all groups is 368 never greater than the total memory, and freely set U at the cost of his 369 QoS. 370 371WARNING: 372 In the current implementation, memory reclaim will NOT be 373 triggered for a cgroup when it hits K while staying below U, which makes 374 this setup impractical. 375 376U != 0, K >= U: 377 Since kmem charges will also be fed to the user counter and reclaim will be 378 triggered for the cgroup for both kinds of memory. This setup gives the 379 admin a unified view of memory, and it is also useful for people who just 380 want to track kernel memory usage. 381 3823. User Interface 383================= 384 3853.0. Configuration 386------------------ 387 388a. Enable CONFIG_CGROUPS 389b. Enable CONFIG_MEMCG 390c. Enable CONFIG_MEMCG_SWAP (to use swap extension) 391d. Enable CONFIG_MEMCG_KMEM (to use kmem extension) 392 3933.1. Prepare the cgroups (see cgroups.txt, Why are cgroups needed?) 394------------------------------------------------------------------- 395 396:: 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 4023.2. 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 407Since 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 411NOTE: 412 We can use a suffix (k, K, m, M, g or G) to indicate values in kilo, 413 mega or gigabytes. (Here, Kilo, Mega, Giga are Kibibytes, Mebibytes, 414 Gibibytes.) 415 416NOTE: 417 We can write "-1" to reset the ``*.limit_in_bytes(unlimited)``. 418 419NOTE: 420 We cannot set limits on the root cgroup any more. 421 422:: 423 424 # cat /sys/fs/cgroup/memory/0/memory.limit_in_bytes 425 4194304 426 427We can check the usage:: 428 429 # cat /sys/fs/cgroup/memory/0/memory.usage_in_bytes 430 1216512 431 432A successful write to this file does not guarantee a successful setting of 433this limit to the value written into the file. This can be due to a 434number of factors, such as rounding up to page boundaries or the total 435availability of memory on the system. The user is required to re-read 436this file after a write to guarantee the value committed by the kernel:: 437 438 # echo 1 > memory.limit_in_bytes 439 # cat memory.limit_in_bytes 440 4096 441 442The memory.failcnt field gives the number of times that the cgroup limit was 443exceeded. 444 445The memory.stat file gives accounting information. Now, the number of 446caches, RSS and Active pages/Inactive pages are shown. 447 4484. Testing 449========== 450 451For testing features and implementation, see memcg_test.txt. 452 453Performance test is also important. To see pure memory controller's overhead, 454testing on tmpfs will give you good numbers of small overheads. 455Example: do kernel make on tmpfs. 456 457Page-fault scalability is also important. At measuring parallel 458page fault test, multi-process test may be better than multi-thread 459test because it has noise of shared objects/status. 460 461But the above two are testing extreme situations. 462Trying usual test under memory controller is always helpful. 463 4644.1 Troubleshooting 465------------------- 466 467Sometimes a user might find that the application under a cgroup is 468terminated by the OOM killer. There are several causes for this: 469 4701. The cgroup limit is too low (just too low to do anything useful) 4712. The user is using anonymous memory and swap is turned off or too low 472 473A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of 474some of the pages cached in the cgroup (page cache pages). 475 476To know what happens, disabling OOM_Kill as per "10. OOM Control" (below) and 477seeing what happens will be helpful. 478 4794.2 Task migration 480------------------ 481 482When a task migrates from one cgroup to another, its charge is not 483carried forward by default. The pages allocated from the original cgroup still 484remain charged to it, the charge is dropped when the page is freed or 485reclaimed. 486 487You can move charges of a task along with task migration. 488See 8. "Move charges at task migration" 489 4904.3 Removing a cgroup 491--------------------- 492 493A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a 494cgroup might have some charge associated with it, even though all 495tasks have migrated away from it. (because we charge against pages, not 496against tasks.) 497 498We move the stats to root (if use_hierarchy==0) or parent (if 499use_hierarchy==1), and no change on the charge except uncharging 500from the child. 501 502Charges recorded in swap information is not updated at removal of cgroup. 503Recorded information is discarded and a cgroup which uses swap (swapcache) 504will be charged as a new owner of it. 505 506About use_hierarchy, see Section 6. 507 5085. Misc. interfaces 509=================== 510 5115.1 force_empty 512--------------- 513 memory.force_empty interface is provided to make cgroup's memory usage empty. 514 When writing anything to this:: 515 516 # echo 0 > memory.force_empty 517 518 the cgroup will be reclaimed and as many pages reclaimed as possible. 519 520 The typical use case for this interface is before calling rmdir(). 521 Though rmdir() offlines memcg, but the memcg may still stay there due to 522 charged file caches. Some out-of-use page caches may keep charged until 523 memory pressure happens. If you want to avoid that, force_empty will be useful. 524 525 Also, note that when memory.kmem.limit_in_bytes is set the charges due to 526 kernel pages will still be seen. This is not considered a failure and the 527 write will still return success. In this case, it is expected that 528 memory.kmem.usage_in_bytes == memory.usage_in_bytes. 529 530 About use_hierarchy, see Section 6. 531 5325.2 stat file 533------------- 534 535memory.stat file includes following statistics 536 537per-memory cgroup local status 538^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 539 540=============== =============================================================== 541cache # of bytes of page cache memory. 542rss # of bytes of anonymous and swap cache memory (includes 543 transparent hugepages). 544rss_huge # of bytes of anonymous transparent hugepages. 545mapped_file # of bytes of mapped file (includes tmpfs/shmem) 546pgpgin # of charging events to the memory cgroup. The charging 547 event happens each time a page is accounted as either mapped 548 anon page(RSS) or cache page(Page Cache) to the cgroup. 549pgpgout # of uncharging events to the memory cgroup. The uncharging 550 event happens each time a page is unaccounted from the cgroup. 551swap # of bytes of swap usage 552dirty # of bytes that are waiting to get written back to the disk. 553writeback # of bytes of file/anon cache that are queued for syncing to 554 disk. 555inactive_anon # of bytes of anonymous and swap cache memory on inactive 556 LRU list. 557active_anon # of bytes of anonymous and swap cache memory on active 558 LRU list. 559inactive_file # of bytes of file-backed memory on inactive LRU list. 560active_file # of bytes of file-backed memory on active LRU list. 561unevictable # of bytes of memory that cannot be reclaimed (mlocked etc). 562=============== =============================================================== 563 564status considering hierarchy (see memory.use_hierarchy settings) 565^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 566 567========================= =================================================== 568hierarchical_memory_limit # of bytes of memory limit with regard to hierarchy 569 under which the memory cgroup is 570hierarchical_memsw_limit # of bytes of memory+swap limit with regard to 571 hierarchy under which memory cgroup is. 572 573total_<counter> # hierarchical version of <counter>, which in 574 addition to the cgroup's own value includes the 575 sum of all hierarchical children's values of 576 <counter>, i.e. total_cache 577========================= =================================================== 578 579The following additional stats are dependent on CONFIG_DEBUG_VM 580^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 581 582========================= ======================================== 583recent_rotated_anon VM internal parameter. (see mm/vmscan.c) 584recent_rotated_file VM internal parameter. (see mm/vmscan.c) 585recent_scanned_anon VM internal parameter. (see mm/vmscan.c) 586recent_scanned_file VM internal parameter. (see mm/vmscan.c) 587========================= ======================================== 588 589Memo: 590 recent_rotated means recent frequency of LRU rotation. 591 recent_scanned means recent # of scans to LRU. 592 showing for better debug please see the code for meanings. 593 594Note: 595 Only anonymous and swap cache memory is listed as part of 'rss' stat. 596 This should not be confused with the true 'resident set size' or the 597 amount of physical memory used by the cgroup. 598 599 'rss + mapped_file" will give you resident set size of cgroup. 600 601 (Note: file and shmem may be shared among other cgroups. In that case, 602 mapped_file is accounted only when the memory cgroup is owner of page 603 cache.) 604 6055.3 swappiness 606-------------- 607 608Overrides /proc/sys/vm/swappiness for the particular group. The tunable 609in the root cgroup corresponds to the global swappiness setting. 610 611Please note that unlike during the global reclaim, limit reclaim 612enforces that 0 swappiness really prevents from any swapping even if 613there is a swap storage available. This might lead to memcg OOM killer 614if there are no file pages to reclaim. 615 6165.4 failcnt 617----------- 618 619A memory cgroup provides memory.failcnt and memory.memsw.failcnt files. 620This failcnt(== failure count) shows the number of times that a usage counter 621hit its limit. When a memory cgroup hits a limit, failcnt increases and 622memory under it will be reclaimed. 623 624You can reset failcnt by writing 0 to failcnt file:: 625 626 # echo 0 > .../memory.failcnt 627 6285.5 usage_in_bytes 629------------------ 630 631For efficiency, as other kernel components, memory cgroup uses some optimization 632to avoid unnecessary cacheline false sharing. usage_in_bytes is affected by the 633method and doesn't show 'exact' value of memory (and swap) usage, it's a fuzz 634value for efficient access. (Of course, when necessary, it's synchronized.) 635If you want to know more exact memory usage, you should use RSS+CACHE(+SWAP) 636value in memory.stat(see 5.2). 637 6385.6 numa_stat 639------------- 640 641This is similar to numa_maps but operates on a per-memcg basis. This is 642useful for providing visibility into the numa locality information within 643an memcg since the pages are allowed to be allocated from any physical 644node. One of the use cases is evaluating application performance by 645combining this information with the application's CPU allocation. 646 647Each memcg's numa_stat file includes "total", "file", "anon" and "unevictable" 648per-node page counts including "hierarchical_<counter>" which sums up all 649hierarchical children's values in addition to the memcg's own value. 650 651The output format of memory.numa_stat is:: 652 653 total=<total pages> N0=<node 0 pages> N1=<node 1 pages> ... 654 file=<total file pages> N0=<node 0 pages> N1=<node 1 pages> ... 655 anon=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ... 656 unevictable=<total anon pages> N0=<node 0 pages> N1=<node 1 pages> ... 657 hierarchical_<counter>=<counter pages> N0=<node 0 pages> N1=<node 1 pages> ... 658 659The "total" count is sum of file + anon + unevictable. 660 6616. Hierarchy support 662==================== 663 664The memory controller supports a deep hierarchy and hierarchical accounting. 665The hierarchy is created by creating the appropriate cgroups in the 666cgroup filesystem. Consider for example, the following cgroup filesystem 667hierarchy:: 668 669 root 670 / | \ 671 / | \ 672 a b c 673 | \ 674 | \ 675 d e 676 677In the diagram above, with hierarchical accounting enabled, all memory 678usage of e, is accounted to its ancestors up until the root (i.e, c and root), 679that has memory.use_hierarchy enabled. If one of the ancestors goes over its 680limit, the reclaim algorithm reclaims from the tasks in the ancestor and the 681children of the ancestor. 682 6836.1 Enabling hierarchical accounting and reclaim 684------------------------------------------------ 685 686A memory cgroup by default disables the hierarchy feature. Support 687can be enabled by writing 1 to memory.use_hierarchy file of the root cgroup:: 688 689 # echo 1 > memory.use_hierarchy 690 691The feature can be disabled by:: 692 693 # echo 0 > memory.use_hierarchy 694 695NOTE1: 696 Enabling/disabling will fail if either the cgroup already has other 697 cgroups created below it, or if the parent cgroup has use_hierarchy 698 enabled. 699 700NOTE2: 701 When panic_on_oom is set to "2", the whole system will panic in 702 case of an OOM event in any cgroup. 703 7047. Soft limits 705============== 706 707Soft limits allow for greater sharing of memory. The idea behind soft limits 708is to allow control groups to use as much of the memory as needed, provided 709 710a. There is no memory contention 711b. They do not exceed their hard limit 712 713When the system detects memory contention or low memory, control groups 714are pushed back to their soft limits. If the soft limit of each control 715group is very high, they are pushed back as much as possible to make 716sure that one control group does not starve the others of memory. 717 718Please note that soft limits is a best-effort feature; it comes with 719no guarantees, but it does its best to make sure that when memory is 720heavily contended for, memory is allocated based on the soft limit 721hints/setup. Currently soft limit based reclaim is set up such that 722it gets invoked from balance_pgdat (kswapd). 723 7247.1 Interface 725------------- 726 727Soft limits can be setup by using the following commands (in this example we 728assume a soft limit of 256 MiB):: 729 730 # echo 256M > memory.soft_limit_in_bytes 731 732If we want to change this to 1G, we can at any time use:: 733 734 # echo 1G > memory.soft_limit_in_bytes 735 736NOTE1: 737 Soft limits take effect over a long period of time, since they involve 738 reclaiming memory for balancing between memory cgroups 739NOTE2: 740 It is recommended to set the soft limit always below the hard limit, 741 otherwise the hard limit will take precedence. 742 7438. Move charges at task migration 744================================= 745 746Users can move charges associated with a task along with task migration, that 747is, uncharge task's pages from the old cgroup and charge them to the new cgroup. 748This feature is not supported in !CONFIG_MMU environments because of lack of 749page tables. 750 7518.1 Interface 752------------- 753 754This feature is disabled by default. It can be enabled (and disabled again) by 755writing to memory.move_charge_at_immigrate of the destination cgroup. 756 757If you want to enable it:: 758 759 # echo (some positive value) > memory.move_charge_at_immigrate 760 761Note: 762 Each bits of move_charge_at_immigrate has its own meaning about what type 763 of charges should be moved. See 8.2 for details. 764Note: 765 Charges are moved only when you move mm->owner, in other words, 766 a leader of a thread group. 767Note: 768 If we cannot find enough space for the task in the destination cgroup, we 769 try to make space by reclaiming memory. Task migration may fail if we 770 cannot make enough space. 771Note: 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 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 82710. OOM Control 828=============== 829 830memory.oom_control file is for OOM notification and other controls. 831 832Memory cgroup implements OOM notifier using the cgroup notification 833API (See cgroups.txt). It allows to register multiple OOM notification 834delivery and gets notification when OOM happens. 835 836To register a notifier, an application must: 837 838 - create an eventfd using eventfd(2) 839 - open memory.oom_control file 840 - write string like "<event_fd> <fd of memory.oom_control>" to 841 cgroup.event_control 842 843The application will be notified through eventfd when OOM happens. 844OOM notification doesn't work for the root cgroup. 845 846You can disable the OOM-killer by writing "1" to memory.oom_control file, as: 847 848 #echo 1 > memory.oom_control 849 850If OOM-killer is disabled, tasks under cgroup will hang/sleep 851in memory cgroup's OOM-waitqueue when they request accountable memory. 852 853For running them, you have to relax the memory cgroup's OOM status by 854 855 * enlarge limit or reduce usage. 856 857To reduce usage, 858 859 * kill some tasks. 860 * move some tasks to other group with account migration. 861 * remove some files (on tmpfs?) 862 863Then, stopped tasks will work again. 864 865At reading, current status of OOM is shown. 866 867 - oom_kill_disable 0 or 1 868 (if 1, oom-killer is disabled) 869 - under_oom 0 or 1 870 (if 1, the memory cgroup is under OOM, tasks may be stopped.) 871 87211. Memory Pressure 873=================== 874 875The pressure level notifications can be used to monitor the memory 876allocation cost; based on the pressure, applications can implement 877different strategies of managing their memory resources. The pressure 878levels are defined as following: 879 880The "low" level means that the system is reclaiming memory for new 881allocations. Monitoring this reclaiming activity might be useful for 882maintaining cache level. Upon notification, the program (typically 883"Activity Manager") might analyze vmstat and act in advance (i.e. 884prematurely shutdown unimportant services). 885 886The "medium" level means that the system is experiencing medium memory 887pressure, the system might be making swap, paging out active file caches, 888etc. Upon this event applications may decide to further analyze 889vmstat/zoneinfo/memcg or internal memory usage statistics and free any 890resources that can be easily reconstructed or re-read from a disk. 891 892The "critical" level means that the system is actively thrashing, it is 893about to out of memory (OOM) or even the in-kernel OOM killer is on its 894way to trigger. Applications should do whatever they can to help the 895system. It might be too late to consult with vmstat or any other 896statistics, so it's advisable to take an immediate action. 897 898By default, events are propagated upward until the event is handled, i.e. the 899events are not pass-through. For example, you have three cgroups: A->B->C. Now 900you set up an event listener on cgroups A, B and C, and suppose group C 901experiences some pressure. In this situation, only group C will receive the 902notification, i.e. groups A and B will not receive it. This is done to avoid 903excessive "broadcasting" of messages, which disturbs the system and which is 904especially bad if we are low on memory or thrashing. Group B, will receive 905notification only if there are no event listers for group C. 906 907There are three optional modes that specify different propagation behavior: 908 909 - "default": this is the default behavior specified above. This mode is the 910 same as omitting the optional mode parameter, preserved by backwards 911 compatibility. 912 913 - "hierarchy": events always propagate up to the root, similar to the default 914 behavior, except that propagation continues regardless of whether there are 915 event listeners at each level, with the "hierarchy" mode. In the above 916 example, groups A, B, and C will receive notification of memory pressure. 917 918 - "local": events are pass-through, i.e. they only receive notifications when 919 memory pressure is experienced in the memcg for which the notification is 920 registered. In the above example, group C will receive notification if 921 registered for "local" notification and the group experiences memory 922 pressure. However, group B will never receive notification, regardless if 923 there is an event listener for group C or not, if group B is registered for 924 local notification. 925 926The level and event notification mode ("hierarchy" or "local", if necessary) are 927specified by a comma-delimited string, i.e. "low,hierarchy" specifies 928hierarchical, pass-through, notification for all ancestor memcgs. Notification 929that is the default, non pass-through behavior, does not specify a mode. 930"medium,local" specifies pass-through notification for the medium level. 931 932The file memory.pressure_level is only used to setup an eventfd. To 933register a notification, an application must: 934 935- create an eventfd using eventfd(2); 936- open memory.pressure_level; 937- write string as "<event_fd> <fd of memory.pressure_level> <level[,mode]>" 938 to cgroup.event_control. 939 940Application will be notified through eventfd when memory pressure is at 941the specific level (or higher). Read/write operations to 942memory.pressure_level are no implemented. 943 944Test: 945 946 Here is a small script example that makes a new cgroup, sets up a 947 memory limit, sets up a notification in the cgroup and then makes child 948 cgroup experience a critical pressure:: 949 950 # cd /sys/fs/cgroup/memory/ 951 # mkdir foo 952 # cd foo 953 # cgroup_event_listener memory.pressure_level low,hierarchy & 954 # echo 8000000 > memory.limit_in_bytes 955 # echo 8000000 > memory.memsw.limit_in_bytes 956 # echo $$ > tasks 957 # dd if=/dev/zero | read x 958 959 (Expect a bunch of notifications, and eventually, the oom-killer will 960 trigger.) 961 96212. TODO 963======== 964 9651. Make per-cgroup scanner reclaim not-shared pages first 9662. Teach controller to account for shared-pages 9673. Start reclamation in the background when the limit is 968 not yet hit but the usage is getting closer 969 970Summary 971======= 972 973Overall, the memory controller has been a stable controller and has been 974commented and discussed quite extensively in the community. 975 976References 977========== 978 9791. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/ 9802. Singh, Balbir. Memory Controller (RSS Control), 981 http://lwn.net/Articles/222762/ 9823. Emelianov, Pavel. Resource controllers based on process cgroups 983 http://lkml.org/lkml/2007/3/6/198 9844. Emelianov, Pavel. RSS controller based on process cgroups (v2) 985 http://lkml.org/lkml/2007/4/9/78 9865. Emelianov, Pavel. RSS controller based on process cgroups (v3) 987 http://lkml.org/lkml/2007/5/30/244 9886. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/ 9897. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control 990 subsystem (v3), http://lwn.net/Articles/235534/ 9918. Singh, Balbir. RSS controller v2 test results (lmbench), 992 http://lkml.org/lkml/2007/5/17/232 9939. Singh, Balbir. RSS controller v2 AIM9 results 994 http://lkml.org/lkml/2007/5/18/1 99510. Singh, Balbir. Memory controller v6 test results, 996 http://lkml.org/lkml/2007/8/19/36 99711. Singh, Balbir. Memory controller introduction (v6), 998 http://lkml.org/lkml/2007/8/17/69 99912. Corbet, Jonathan, Controlling memory use in cgroups, 1000 http://lwn.net/Articles/243795/ 1001