1 Memory Resource Controller
3 NOTE: The Memory Resource Controller has been generically been referred
4 to as the memory controller in this document. Do not confuse memory controller
5 used here with the memory controller that is used in hardware.
9 a. Enable control of both RSS (mapped) and Page Cache (unmapped) pages
10 b. The infrastructure allows easy addition of other types of memory to control
11 c. Provides *zero overhead* for non memory controller users
12 d. Provides a double LRU: global memory pressure causes reclaim from the
13 global LRU; a cgroup on hitting a limit, reclaims from the per
16 NOTE: Swap Cache (unmapped) is not accounted now.
18 Benefits and Purpose of the memory controller
20 The memory controller isolates the memory behaviour of a group of tasks
21 from the rest of the system. The article on LWN [12] mentions some probable
22 uses of the memory controller. The memory controller can be used to
24 a. Isolate an application or a group of applications
25 Memory hungry applications can be isolated and limited to a smaller
27 b. Create a cgroup with limited amount of memory, this can be used
28 as a good alternative to booting with mem=XXXX.
29 c. Virtualization solutions can control the amount of memory they want
30 to assign to a virtual machine instance.
31 d. 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
34 e. There are several other use cases, find one or use the controller just
35 for fun (to learn and hack on the VM subsystem).
39 The memory controller has a long history. A request for comments for the memory
40 controller was posted by Balbir Singh [1]. At the time the RFC was posted
41 there were several implementations for memory control. The goal of the
42 RFC was to build consensus and agreement for the minimal features required
43 for memory control. The first RSS controller was posted by Balbir Singh[2]
44 in Feb 2007. Pavel Emelianov [3][4][5] has since posted three versions of the
45 RSS controller. At OLS, at the resource management BoF, everyone suggested
46 that we handle both page cache and RSS together. Another request was raised
47 to allow user space handling of OOM. The current memory controller is
48 at version 6; it combines both mapped (RSS) and unmapped Page
53 Memory is a unique resource in the sense that it is present in a limited
54 amount. If a task requires a lot of CPU processing, the task can spread
55 its processing over a period of hours, days, months or years, but with
56 memory, the same physical memory needs to be reused to accomplish the task.
58 The memory controller implementation has been divided into phases. These
62 2. mlock(2) controller
63 3. Kernel user memory accounting and slab control
64 4. user mappings length controller
66 The memory controller is the first controller developed.
70 The core of the design is a counter called the res_counter. The res_counter
71 tracks the current memory usage and limit of the group of processes associated
72 with the controller. Each cgroup has a memory controller specific data
73 structure (mem_cgroup) associated with it.
77 +--------------------+
80 +--------------------+
83 +---------------+ | +---------------+
84 | mm_struct | |.... | mm_struct |
86 +---------------+ | +---------------+
90 +---------------+ +------+--------+
91 | page +----------> page_cgroup|
93 +---------------+ +---------------+
95 (Figure 1: Hierarchy of Accounting)
98 Figure 1 shows the important aspects of the controller
100 1. Accounting happens per cgroup
101 2. Each mm_struct knows about which cgroup it belongs to
102 3. Each page has a pointer to the page_cgroup, which in turn knows the
105 The accounting is done as follows: mem_cgroup_charge() is invoked to setup
106 the necessary data structures and check if the cgroup that is being charged
107 is over its limit. If it is then reclaim is invoked on the cgroup.
108 More details can be found in the reclaim section of this document.
109 If everything goes well, a page meta-data-structure called page_cgroup is
110 allocated and associated with the page. This routine also adds the page to
113 2.2.1 Accounting details
115 All 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.)
119 RSS pages are accounted at page_fault unless they've already been accounted
120 for earlier. A file page will be accounted for as Page Cache when it's
121 inserted into inode (radix-tree). While it's mapped into the page tables of
122 processes, duplicate accounting is carefully avoided.
124 A RSS page is unaccounted when it's fully unmapped. A PageCache page is
125 unaccounted when it's removed from radix-tree.
127 At page migration, accounting information is kept.
129 Note: we just account pages-on-lru because our purpose is to control amount
130 of used pages. not-on-lru pages are tend to be out-of-control from vm view.
132 2.3 Shared Page Accounting
134 Shared pages are accounted on the basis of the first touch approach. The
135 cgroup that first touches a page is accounted for the page. The principle
136 behind this approach is that a cgroup that aggressively uses a shared
137 page will eventually get charged for it (once it is uncharged from
138 the cgroup that brought it in -- this will happen on memory pressure).
142 Each cgroup maintains a per cgroup LRU that consists of an active
143 and inactive list. When a cgroup goes over its limit, we first try
144 to reclaim memory from the cgroup so as to make space for the new
145 pages that the cgroup has touched. If the reclaim is unsuccessful,
146 an OOM routine is invoked to select and kill the bulkiest task in the
149 The reclaim algorithm has not been modified for cgroups, except that
150 pages that are selected for reclaiming come from the per cgroup LRU
155 The memory controller uses the following hierarchy
157 1. zone->lru_lock is used for selecting pages to be isolated
158 2. mem->per_zone->lru_lock protects the per cgroup LRU (per zone)
159 3. lock_page_cgroup() is used to protect page->page_cgroup
165 a. Enable CONFIG_CGROUPS
166 b. Enable CONFIG_RESOURCE_COUNTERS
167 c. Enable CONFIG_CGROUP_MEM_RES_CTLR
169 1. Prepare the cgroups
171 # mount -t cgroup none /cgroups -o memory
173 2. Make the new group and move bash into it
175 # echo $$ > /cgroups/0/tasks
177 Since now we're in the 0 cgroup,
178 We can alter the memory limit:
179 # echo 4M > /cgroups/0/memory.limit_in_bytes
181 NOTE: We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
184 # cat /cgroups/0/memory.limit_in_bytes
187 NOTE: The interface has now changed to display the usage in bytes
190 We can check the usage:
191 # cat /cgroups/0/memory.usage_in_bytes
194 A successful write to this file does not guarantee a successful set of
195 this limit to the value written into the file. This can be due to a
196 number of factors, such as rounding up to page boundaries or the total
197 availability of memory on the system. The user is required to re-read
198 this file after a write to guarantee the value committed by the kernel.
200 # echo 1 > memory.limit_in_bytes
201 # cat memory.limit_in_bytes
204 The memory.failcnt field gives the number of times that the cgroup limit was
207 The memory.stat file gives accounting information. Now, the number of
208 caches, RSS and Active pages/Inactive pages are shown.
210 The memory.force_empty gives an interface to drop *all* charges by force.
212 # echo 1 > memory.force_empty
214 will drop all charges in cgroup. Currently, this is maintained for test.
218 Balbir posted lmbench, AIM9, LTP and vmmstress results [10] and [11].
219 Apart from that v6 has been tested with several applications and regular
220 daily use. The controller has also been tested on the PPC64, x86_64 and
225 Sometimes a user might find that the application under a cgroup is
226 terminated. There are several causes for this:
228 1. The cgroup limit is too low (just too low to do anything useful)
229 2. The user is using anonymous memory and swap is turned off or too low
231 A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
232 some of the pages cached in the cgroup (page cache pages).
236 When a task migrates from one cgroup to another, it's charge is not
237 carried forward. The pages allocated from the original cgroup still
238 remain charged to it, the charge is dropped when the page is freed or
241 4.3 Removing a cgroup
243 A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
244 cgroup might have some charge associated with it, even though all
245 tasks have migrated away from it. Such charges are automatically dropped at
246 rmdir() if there are no tasks.
250 1. Add support for accounting huge pages (as a separate controller)
251 2. Make per-cgroup scanner reclaim not-shared pages first
252 3. Teach controller to account for shared-pages
253 4. Start reclamation in the background when the limit is
254 not yet hit but the usage is getting closer
258 Overall, the memory controller has been a stable controller and has been
259 commented and discussed quite extensively in the community.
263 1. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
264 2. Singh, Balbir. Memory Controller (RSS Control),
265 http://lwn.net/Articles/222762/
266 3. Emelianov, Pavel. Resource controllers based on process cgroups
267 http://lkml.org/lkml/2007/3/6/198
268 4. Emelianov, Pavel. RSS controller based on process cgroups (v2)
269 http://lkml.org/lkml/2007/4/9/78
270 5. Emelianov, Pavel. RSS controller based on process cgroups (v3)
271 http://lkml.org/lkml/2007/5/30/244
272 6. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
273 7. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
274 subsystem (v3), http://lwn.net/Articles/235534/
275 8. Singh, Balbir. RSS controller v2 test results (lmbench),
276 http://lkml.org/lkml/2007/5/17/232
277 9. Singh, Balbir. RSS controller v2 AIM9 results
278 http://lkml.org/lkml/2007/5/18/1
279 10. Singh, Balbir. Memory controller v6 test results,
280 http://lkml.org/lkml/2007/8/19/36
281 11. Singh, Balbir. Memory controller introduction (v6),
282 http://lkml.org/lkml/2007/8/17/69
283 12. Corbet, Jonathan, Controlling memory use in cgroups,
284 http://lwn.net/Articles/243795/