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1Memory Resource Controller 2 3NOTE: The Memory Resource Controller has been generically been referred 4to as the memory controller in this document. Do not confuse memory controller 5used here with the memory controller that is used in hardware. 6 7Salient features 8 9a. Enable control of both RSS (mapped) and Page Cache (unmapped) pages 10b. The infrastructure allows easy addition of other types of memory to control 11c. Provides *zero overhead* for non memory controller users 12d. Provides a double LRU: global memory pressure causes reclaim from the 13 global LRU; a cgroup on hitting a limit, reclaims from the per 14 cgroup LRU 15 16NOTE: Swap Cache (unmapped) is not accounted now. 17 18Benefits and Purpose of the memory controller 19 20The memory controller isolates the memory behaviour of a group of tasks 21from the rest of the system. The article on LWN [12] mentions some probable 22uses of the memory controller. The memory controller can be used to 23 24a. Isolate an application or a group of applications 25 Memory hungry applications can be isolated and limited to a smaller 26 amount of memory. 27b. Create a cgroup with limited amount of memory, this can be used 28 as a good alternative to booting with mem=XXXX. 29c. Virtualization solutions can control the amount of memory they want 30 to assign to a virtual machine instance. 31d. A CD/DVD burner could control the amount of memory used by the 32 rest of the system to ensure that burning does not fail due to lack 33 of available memory. 34e. There are several other use cases, find one or use the controller just 35 for fun (to learn and hack on the VM subsystem). 36 371. History 38 39The memory controller has a long history. A request for comments for the memory 40controller was posted by Balbir Singh [1]. At the time the RFC was posted 41there were several implementations for memory control. The goal of the 42RFC was to build consensus and agreement for the minimal features required 43for memory control. The first RSS controller was posted by Balbir Singh[2] 44in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the 45RSS controller. At OLS, at the resource management BoF, everyone suggested 46that we handle both page cache and RSS together. Another request was raised 47to allow user space handling of OOM. The current memory controller is 48at version 6; it combines both mapped (RSS) and unmapped Page 49Cache Control [11]. 50 512. Memory Control 52 53Memory is a unique resource in the sense that it is present in a limited 54amount. If a task requires a lot of CPU processing, the task can spread 55its processing over a period of hours, days, months or years, but with 56memory, the same physical memory needs to be reused to accomplish the task. 57 58The memory controller implementation has been divided into phases. These 59are: 60 611. Memory controller 622. mlock(2) controller 633. Kernel user memory accounting and slab control 644. user mappings length controller 65 66The memory controller is the first controller developed. 67 682.1. Design 69 70The core of the design is a counter called the res_counter. The res_counter 71tracks the current memory usage and limit of the group of processes associated 72with the controller. Each cgroup has a memory controller specific data 73structure (mem_cgroup) associated with it. 74 752.2. Accounting 76 77 +--------------------+ 78 | mem_cgroup | 79 | (res_counter) | 80 +--------------------+ 81 / ^ \ 82 / | \ 83 +---------------+ | +---------------+ 84 | mm_struct | |.... | mm_struct | 85 | | | | | 86 +---------------+ | +---------------+ 87 | 88 + --------------+ 89 | 90 +---------------+ +------+--------+ 91 | page +----------> page_cgroup| 92 | | | | 93 +---------------+ +---------------+ 94 95 (Figure 1: Hierarchy of Accounting) 96 97 98Figure 1 shows the important aspects of the controller 99 1001. Accounting happens per cgroup 1012. Each mm_struct knows about which cgroup it belongs to 1023. Each page has a pointer to the page_cgroup, which in turn knows the 103 cgroup it belongs to 104 105The accounting is done as follows: mem_cgroup_charge() is invoked to setup 106the necessary data structures and check if the cgroup that is being charged 107is over its limit. If it is then reclaim is invoked on the cgroup. 108More details can be found in the reclaim section of this document. 109If everything goes well, a page meta-data-structure called page_cgroup is 110allocated and associated with the page. This routine also adds the page to 111the per cgroup LRU. 112 1132.2.1 Accounting details 114 115All mapped anon pages (RSS) and cache pages (Page Cache) are accounted. 116(some pages which never be reclaimable and will not be on global LRU 117 are not accounted. we just accounts pages under usual vm management.) 118 119RSS pages are accounted at page_fault unless they've already been accounted 120for earlier. A file page will be accounted for as Page Cache when it's 121inserted into inode (radix-tree). While it's mapped into the page tables of 122processes, duplicate accounting is carefully avoided. 123 124A RSS page is unaccounted when it's fully unmapped. A PageCache page is 125unaccounted when it's removed from radix-tree. 126 127At page migration, accounting information is kept. 128 129Note: we just account pages-on-lru because our purpose is to control amount 130of used pages. not-on-lru pages are tend to be out-of-control from vm view. 131 1322.3 Shared Page Accounting 133 134Shared pages are accounted on the basis of the first touch approach. The 135cgroup that first touches a page is accounted for the page. The principle 136behind this approach is that a cgroup that aggressively uses a shared 137page will eventually get charged for it (once it is uncharged from 138the cgroup that brought it in -- this will happen on memory pressure). 139 1402.4 Reclaim 141 142Each cgroup maintains a per cgroup LRU that consists of an active 143and inactive list. When a cgroup goes over its limit, we first try 144to reclaim memory from the cgroup so as to make space for the new 145pages that the cgroup has touched. If the reclaim is unsuccessful, 146an OOM routine is invoked to select and kill the bulkiest task in the 147cgroup. 148 149The reclaim algorithm has not been modified for cgroups, except that 150pages that are selected for reclaiming come from the per cgroup LRU 151list. 152 1532. Locking 154 155The memory controller uses the following hierarchy 156 1571. zone->lru_lock is used for selecting pages to be isolated 1582. mem->per_zone->lru_lock protects the per cgroup LRU (per zone) 1593. lock_page_cgroup() is used to protect page->page_cgroup 160 1613. User Interface 162 1630. Configuration 164 165a. Enable CONFIG_CGROUPS 166b. Enable CONFIG_RESOURCE_COUNTERS 167c. Enable CONFIG_CGROUP_MEM_RES_CTLR 168 1691. Prepare the cgroups 170# mkdir -p /cgroups 171# mount -t cgroup none /cgroups -o memory 172 1732. Make the new group and move bash into it 174# mkdir /cgroups/0 175# echo $$ > /cgroups/0/tasks 176 177Since now we're in the 0 cgroup, 178We can alter the memory limit: 179# echo 4M > /cgroups/0/memory.limit_in_bytes 180 181NOTE: We can use a suffix (k, K, m, M, g or G) to indicate values in kilo, 182mega or gigabytes. 183 184# cat /cgroups/0/memory.limit_in_bytes 1854194304 186 187NOTE: The interface has now changed to display the usage in bytes 188instead of pages 189 190We can check the usage: 191# cat /cgroups/0/memory.usage_in_bytes 1921216512 193 194A successful write to this file does not guarantee a successful set of 195this limit to the value written into the file. This can be due to a 196number of factors, such as rounding up to page boundaries or the total 197availability of memory on the system. The user is required to re-read 198this file after a write to guarantee the value committed by the kernel. 199 200# echo 1 > memory.limit_in_bytes 201# cat memory.limit_in_bytes 2024096 203 204The memory.failcnt field gives the number of times that the cgroup limit was 205exceeded. 206 207The memory.stat file gives accounting information. Now, the number of 208caches, RSS and Active pages/Inactive pages are shown. 209 210The memory.force_empty gives an interface to drop *all* charges by force. 211 212# echo 1 > memory.force_empty 213 214will drop all charges in cgroup. Currently, this is maintained for test. 215 2164. Testing 217 218Balbir posted lmbench, AIM9, LTP and vmmstress results [10] and [11]. 219Apart from that v6 has been tested with several applications and regular 220daily use. The controller has also been tested on the PPC64, x86_64 and 221UML platforms. 222 2234.1 Troubleshooting 224 225Sometimes a user might find that the application under a cgroup is 226terminated. There are several causes for this: 227 2281. The cgroup limit is too low (just too low to do anything useful) 2292. The user is using anonymous memory and swap is turned off or too low 230 231A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of 232some of the pages cached in the cgroup (page cache pages). 233 2344.2 Task migration 235 236When a task migrates from one cgroup to another, it's charge is not 237carried forward. The pages allocated from the original cgroup still 238remain charged to it, the charge is dropped when the page is freed or 239reclaimed. 240 2414.3 Removing a cgroup 242 243A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a 244cgroup might have some charge associated with it, even though all 245tasks have migrated away from it. Such charges are automatically dropped at 246rmdir() if there are no tasks. 247 2485. TODO 249 2501. Add support for accounting huge pages (as a separate controller) 2512. Make per-cgroup scanner reclaim not-shared pages first 2523. Teach controller to account for shared-pages 2534. Start reclamation in the background when the limit is 254 not yet hit but the usage is getting closer 255 256Summary 257 258Overall, the memory controller has been a stable controller and has been 259commented and discussed quite extensively in the community. 260 261References 262 2631. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/ 2642. Singh, Balbir. Memory Controller (RSS Control), 265 http://lwn.net/Articles/222762/ 2663. Emelianov, Pavel. Resource controllers based on process cgroups 267 http://lkml.org/lkml/2007/3/6/198 2684. Emelianov, Pavel. RSS controller based on process cgroups (v2) 269 http://lkml.org/lkml/2007/4/9/78 2705. Emelianov, Pavel. RSS controller based on process cgroups (v3) 271 http://lkml.org/lkml/2007/5/30/244 2726. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/ 2737. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control 274 subsystem (v3), http://lwn.net/Articles/235534/ 2758. Singh, Balbir. RSS controller v2 test results (lmbench), 276 http://lkml.org/lkml/2007/5/17/232 2779. Singh, Balbir. RSS controller v2 AIM9 results 278 http://lkml.org/lkml/2007/5/18/1 27910. Singh, Balbir. Memory controller v6 test results, 280 http://lkml.org/lkml/2007/8/19/36 28111. Singh, Balbir. Memory controller introduction (v6), 282 http://lkml.org/lkml/2007/8/17/69 28312. Corbet, Jonathan, Controlling memory use in cgroups, 284 http://lwn.net/Articles/243795/