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 pages (RSS) and unmapped user pages (Page Cache) are accounted.
116 RSS pages are accounted at the time of page_add_*_rmap() unless they've already
117 been accounted for earlier. A file page will be accounted for as Page Cache;
118 it's mapped into the page tables of a process, duplicate accounting is carefully
119 avoided. Page Cache pages are accounted at the time of add_to_page_cache().
120 The corresponding routines that remove a page from the page tables or removes
121 a page from Page Cache is used to decrement the accounting counters of the
124 2.3 Shared Page Accounting
126 Shared pages are accounted on the basis of the first touch approach. The
127 cgroup that first touches a page is accounted for the page. The principle
128 behind this approach is that a cgroup that aggressively uses a shared
129 page will eventually get charged for it (once it is uncharged from
130 the cgroup that brought it in -- this will happen on memory pressure).
134 Each cgroup maintains a per cgroup LRU that consists of an active
135 and inactive list. When a cgroup goes over its limit, we first try
136 to reclaim memory from the cgroup so as to make space for the new
137 pages that the cgroup has touched. If the reclaim is unsuccessful,
138 an OOM routine is invoked to select and kill the bulkiest task in the
141 The reclaim algorithm has not been modified for cgroups, except that
142 pages that are selected for reclaiming come from the per cgroup LRU
147 The memory controller uses the following hierarchy
149 1. zone->lru_lock is used for selecting pages to be isolated
150 2. mem->per_zone->lru_lock protects the per cgroup LRU (per zone)
151 3. lock_page_cgroup() is used to protect page->page_cgroup
157 a. Enable CONFIG_CGROUPS
158 b. Enable CONFIG_RESOURCE_COUNTERS
159 c. Enable CONFIG_CGROUP_MEM_RES_CTLR
161 1. Prepare the cgroups
163 # mount -t cgroup none /cgroups -o memory
165 2. Make the new group and move bash into it
167 # echo $$ > /cgroups/0/tasks
169 Since now we're in the 0 cgroup,
170 We can alter the memory limit:
171 # echo 4M > /cgroups/0/memory.limit_in_bytes
173 NOTE: We can use a suffix (k, K, m, M, g or G) to indicate values in kilo,
176 # cat /cgroups/0/memory.limit_in_bytes
179 NOTE: The interface has now changed to display the usage in bytes
182 We can check the usage:
183 # cat /cgroups/0/memory.usage_in_bytes
186 A successful write to this file does not guarantee a successful set of
187 this limit to the value written into the file. This can be due to a
188 number of factors, such as rounding up to page boundaries or the total
189 availability of memory on the system. The user is required to re-read
190 this file after a write to guarantee the value committed by the kernel.
192 # echo 1 > memory.limit_in_bytes
193 # cat memory.limit_in_bytes
196 The memory.failcnt field gives the number of times that the cgroup limit was
199 The memory.stat file gives accounting information. Now, the number of
200 caches, RSS and Active pages/Inactive pages are shown.
202 The memory.force_empty gives an interface to drop *all* charges by force.
204 # echo 1 > memory.force_empty
206 will drop all charges in cgroup. Currently, this is maintained for test.
210 Balbir posted lmbench, AIM9, LTP and vmmstress results [10] and [11].
211 Apart from that v6 has been tested with several applications and regular
212 daily use. The controller has also been tested on the PPC64, x86_64 and
217 Sometimes a user might find that the application under a cgroup is
218 terminated. There are several causes for this:
220 1. The cgroup limit is too low (just too low to do anything useful)
221 2. The user is using anonymous memory and swap is turned off or too low
223 A sync followed by echo 1 > /proc/sys/vm/drop_caches will help get rid of
224 some of the pages cached in the cgroup (page cache pages).
228 When a task migrates from one cgroup to another, it's charge is not
229 carried forward. The pages allocated from the original cgroup still
230 remain charged to it, the charge is dropped when the page is freed or
233 4.3 Removing a cgroup
235 A cgroup can be removed by rmdir, but as discussed in sections 4.1 and 4.2, a
236 cgroup might have some charge associated with it, even though all
237 tasks have migrated away from it. Such charges are automatically dropped at
238 rmdir() if there are no tasks.
242 1. Add support for accounting huge pages (as a separate controller)
243 2. Make per-cgroup scanner reclaim not-shared pages first
244 3. Teach controller to account for shared-pages
245 4. Start reclamation in the background when the limit is
246 not yet hit but the usage is getting closer
250 Overall, the memory controller has been a stable controller and has been
251 commented and discussed quite extensively in the community.
255 1. Singh, Balbir. RFC: Memory Controller, http://lwn.net/Articles/206697/
256 2. Singh, Balbir. Memory Controller (RSS Control),
257 http://lwn.net/Articles/222762/
258 3. Emelianov, Pavel. Resource controllers based on process cgroups
259 http://lkml.org/lkml/2007/3/6/198
260 4. Emelianov, Pavel. RSS controller based on process cgroups (v2)
261 http://lkml.org/lkml/2007/4/9/78
262 5. Emelianov, Pavel. RSS controller based on process cgroups (v3)
263 http://lkml.org/lkml/2007/5/30/244
264 6. Menage, Paul. Control Groups v10, http://lwn.net/Articles/236032/
265 7. Vaidyanathan, Srinivasan, Control Groups: Pagecache accounting and control
266 subsystem (v3), http://lwn.net/Articles/235534/
267 8. Singh, Balbir. RSS controller v2 test results (lmbench),
268 http://lkml.org/lkml/2007/5/17/232
269 9. Singh, Balbir. RSS controller v2 AIM9 results
270 http://lkml.org/lkml/2007/5/18/1
271 10. Singh, Balbir. Memory controller v6 test results,
272 http://lkml.org/lkml/2007/8/19/36
273 11. Singh, Balbir. Memory controller introduction (v6),
274 http://lkml.org/lkml/2007/8/17/69
275 12. Corbet, Jonathan, Controlling memory use in cgroups,
276 http://lwn.net/Articles/243795/