4 Copyright (C) 2004 BULL SA.
5 Written by Simon.Derr@bull.net
7 Portions Copyright (c) 2004-2006 Silicon Graphics, Inc.
8 Modified by Paul Jackson <pj@sgi.com>
9 Modified by Christoph Lameter <clameter@sgi.com>
15 1.1 What are cpusets ?
16 1.2 Why are cpusets needed ?
17 1.3 How are cpusets implemented ?
18 1.4 What are exclusive cpusets ?
19 1.5 What does notify_on_release do ?
20 1.6 What is memory_pressure ?
21 1.7 What is memory spread ?
22 1.8 How do I use cpusets ?
23 2. Usage Examples and Syntax
25 2.2 Adding/removing cpus
27 2.4 Attaching processes
34 1.1 What are cpusets ?
35 ----------------------
37 Cpusets provide a mechanism for assigning a set of CPUs and Memory
38 Nodes to a set of tasks. In this document "Memory Node" refers to
39 an on-line node that contains memory.
41 Cpusets constrain the CPU and Memory placement of tasks to only
42 the resources within a tasks current cpuset. They form a nested
43 hierarchy visible in a virtual file system. These are the essential
44 hooks, beyond what is already present, required to manage dynamic
45 job placement on large systems.
47 Each task has a pointer to a cpuset. Multiple tasks may reference
48 the same cpuset. Requests by a task, using the sched_setaffinity(2)
49 system call to include CPUs in its CPU affinity mask, and using the
50 mbind(2) and set_mempolicy(2) system calls to include Memory Nodes
51 in its memory policy, are both filtered through that tasks cpuset,
52 filtering out any CPUs or Memory Nodes not in that cpuset. The
53 scheduler will not schedule a task on a CPU that is not allowed in
54 its cpus_allowed vector, and the kernel page allocator will not
55 allocate a page on a node that is not allowed in the requesting tasks
58 User level code may create and destroy cpusets by name in the cpuset
59 virtual file system, manage the attributes and permissions of these
60 cpusets and which CPUs and Memory Nodes are assigned to each cpuset,
61 specify and query to which cpuset a task is assigned, and list the
62 task pids assigned to a cpuset.
65 1.2 Why are cpusets needed ?
66 ----------------------------
68 The management of large computer systems, with many processors (CPUs),
69 complex memory cache hierarchies and multiple Memory Nodes having
70 non-uniform access times (NUMA) presents additional challenges for
71 the efficient scheduling and memory placement of processes.
73 Frequently more modest sized systems can be operated with adequate
74 efficiency just by letting the operating system automatically share
75 the available CPU and Memory resources amongst the requesting tasks.
77 But larger systems, which benefit more from careful processor and
78 memory placement to reduce memory access times and contention,
79 and which typically represent a larger investment for the customer,
80 can benefit from explicitly placing jobs on properly sized subsets of
83 This can be especially valuable on:
85 * Web Servers running multiple instances of the same web application,
86 * Servers running different applications (for instance, a web server
88 * NUMA systems running large HPC applications with demanding
89 performance characteristics.
91 These subsets, or "soft partitions" must be able to be dynamically
92 adjusted, as the job mix changes, without impacting other concurrently
93 executing jobs. The location of the running jobs pages may also be moved
94 when the memory locations are changed.
96 The kernel cpuset patch provides the minimum essential kernel
97 mechanisms required to efficiently implement such subsets. It
98 leverages existing CPU and Memory Placement facilities in the Linux
99 kernel to avoid any additional impact on the critical scheduler or
100 memory allocator code.
103 1.3 How are cpusets implemented ?
104 ---------------------------------
106 Cpusets provide a Linux kernel mechanism to constrain which CPUs and
107 Memory Nodes are used by a process or set of processes.
109 The Linux kernel already has a pair of mechanisms to specify on which
110 CPUs a task may be scheduled (sched_setaffinity) and on which Memory
111 Nodes it may obtain memory (mbind, set_mempolicy).
113 Cpusets extends these two mechanisms as follows:
115 - Cpusets are sets of allowed CPUs and Memory Nodes, known to the
117 - Each task in the system is attached to a cpuset, via a pointer
118 in the task structure to a reference counted cpuset structure.
119 - Calls to sched_setaffinity are filtered to just those CPUs
120 allowed in that tasks cpuset.
121 - Calls to mbind and set_mempolicy are filtered to just
122 those Memory Nodes allowed in that tasks cpuset.
123 - The root cpuset contains all the systems CPUs and Memory
125 - For any cpuset, one can define child cpusets containing a subset
126 of the parents CPU and Memory Node resources.
127 - The hierarchy of cpusets can be mounted at /dev/cpuset, for
128 browsing and manipulation from user space.
129 - A cpuset may be marked exclusive, which ensures that no other
130 cpuset (except direct ancestors and descendents) may contain
131 any overlapping CPUs or Memory Nodes.
132 - You can list all the tasks (by pid) attached to any cpuset.
134 The implementation of cpusets requires a few, simple hooks
135 into the rest of the kernel, none in performance critical paths:
137 - in init/main.c, to initialize the root cpuset at system boot.
138 - in fork and exit, to attach and detach a task from its cpuset.
139 - in sched_setaffinity, to mask the requested CPUs by what's
140 allowed in that tasks cpuset.
141 - in sched.c migrate_all_tasks(), to keep migrating tasks within
142 the CPUs allowed by their cpuset, if possible.
143 - in the mbind and set_mempolicy system calls, to mask the requested
144 Memory Nodes by what's allowed in that tasks cpuset.
145 - in page_alloc.c, to restrict memory to allowed nodes.
146 - in vmscan.c, to restrict page recovery to the current cpuset.
148 In addition a new file system, of type "cpuset" may be mounted,
149 typically at /dev/cpuset, to enable browsing and modifying the cpusets
150 presently known to the kernel. No new system calls are added for
151 cpusets - all support for querying and modifying cpusets is via
152 this cpuset file system.
154 Each task under /proc has an added file named 'cpuset', displaying
155 the cpuset name, as the path relative to the root of the cpuset file
158 The /proc/<pid>/status file for each task has two added lines,
159 displaying the tasks cpus_allowed (on which CPUs it may be scheduled)
160 and mems_allowed (on which Memory Nodes it may obtain memory),
161 in the format seen in the following example:
163 Cpus_allowed: ffffffff,ffffffff,ffffffff,ffffffff
164 Mems_allowed: ffffffff,ffffffff
166 Each cpuset is represented by a directory in the cpuset file system
167 containing the following files describing that cpuset:
169 - cpus: list of CPUs in that cpuset
170 - mems: list of Memory Nodes in that cpuset
171 - memory_migrate flag: if set, move pages to cpusets nodes
172 - cpu_exclusive flag: is cpu placement exclusive?
173 - mem_exclusive flag: is memory placement exclusive?
174 - tasks: list of tasks (by pid) attached to that cpuset
175 - notify_on_release flag: run /sbin/cpuset_release_agent on exit?
176 - memory_pressure: measure of how much paging pressure in cpuset
178 In addition, the root cpuset only has the following file:
179 - memory_pressure_enabled flag: compute memory_pressure?
181 New cpusets are created using the mkdir system call or shell
182 command. The properties of a cpuset, such as its flags, allowed
183 CPUs and Memory Nodes, and attached tasks, are modified by writing
184 to the appropriate file in that cpusets directory, as listed above.
186 The named hierarchical structure of nested cpusets allows partitioning
187 a large system into nested, dynamically changeable, "soft-partitions".
189 The attachment of each task, automatically inherited at fork by any
190 children of that task, to a cpuset allows organizing the work load
191 on a system into related sets of tasks such that each set is constrained
192 to using the CPUs and Memory Nodes of a particular cpuset. A task
193 may be re-attached to any other cpuset, if allowed by the permissions
194 on the necessary cpuset file system directories.
196 Such management of a system "in the large" integrates smoothly with
197 the detailed placement done on individual tasks and memory regions
198 using the sched_setaffinity, mbind and set_mempolicy system calls.
200 The following rules apply to each cpuset:
202 - Its CPUs and Memory Nodes must be a subset of its parents.
203 - It can only be marked exclusive if its parent is.
204 - If its cpu or memory is exclusive, they may not overlap any sibling.
206 These rules, and the natural hierarchy of cpusets, enable efficient
207 enforcement of the exclusive guarantee, without having to scan all
208 cpusets every time any of them change to ensure nothing overlaps a
209 exclusive cpuset. Also, the use of a Linux virtual file system (vfs)
210 to represent the cpuset hierarchy provides for a familiar permission
211 and name space for cpusets, with a minimum of additional kernel code.
213 The cpus and mems files in the root (top_cpuset) cpuset are
214 read-only. The cpus file automatically tracks the value of
215 cpu_online_map using a CPU hotplug notifier, and the mems file
216 automatically tracks the value of node_states[N_MEMORY]--i.e.,
217 nodes with memory--using the cpuset_track_online_nodes() hook.
220 1.4 What are exclusive cpusets ?
221 --------------------------------
223 If a cpuset is cpu or mem exclusive, no other cpuset, other than
224 a direct ancestor or descendent, may share any of the same CPUs or
227 A cpuset that is mem_exclusive restricts kernel allocations for
228 page, buffer and other data commonly shared by the kernel across
229 multiple users. All cpusets, whether mem_exclusive or not, restrict
230 allocations of memory for user space. This enables configuring a
231 system so that several independent jobs can share common kernel data,
232 such as file system pages, while isolating each jobs user allocation in
233 its own cpuset. To do this, construct a large mem_exclusive cpuset to
234 hold all the jobs, and construct child, non-mem_exclusive cpusets for
235 each individual job. Only a small amount of typical kernel memory,
236 such as requests from interrupt handlers, is allowed to be taken
237 outside even a mem_exclusive cpuset.
240 1.5 What does notify_on_release do ?
241 ------------------------------------
243 If the notify_on_release flag is enabled (1) in a cpuset, then whenever
244 the last task in the cpuset leaves (exits or attaches to some other
245 cpuset) and the last child cpuset of that cpuset is removed, then
246 the kernel runs the command /sbin/cpuset_release_agent, supplying the
247 pathname (relative to the mount point of the cpuset file system) of the
248 abandoned cpuset. This enables automatic removal of abandoned cpusets.
249 The default value of notify_on_release in the root cpuset at system
250 boot is disabled (0). The default value of other cpusets at creation
251 is the current value of their parents notify_on_release setting.
254 1.6 What is memory_pressure ?
255 -----------------------------
256 The memory_pressure of a cpuset provides a simple per-cpuset metric
257 of the rate that the tasks in a cpuset are attempting to free up in
258 use memory on the nodes of the cpuset to satisfy additional memory
261 This enables batch managers monitoring jobs running in dedicated
262 cpusets to efficiently detect what level of memory pressure that job
265 This is useful both on tightly managed systems running a wide mix of
266 submitted jobs, which may choose to terminate or re-prioritize jobs that
267 are trying to use more memory than allowed on the nodes assigned them,
268 and with tightly coupled, long running, massively parallel scientific
269 computing jobs that will dramatically fail to meet required performance
270 goals if they start to use more memory than allowed to them.
272 This mechanism provides a very economical way for the batch manager
273 to monitor a cpuset for signs of memory pressure. It's up to the
274 batch manager or other user code to decide what to do about it and
277 ==> Unless this feature is enabled by writing "1" to the special file
278 /dev/cpuset/memory_pressure_enabled, the hook in the rebalance
279 code of __alloc_pages() for this metric reduces to simply noticing
280 that the cpuset_memory_pressure_enabled flag is zero. So only
281 systems that enable this feature will compute the metric.
283 Why a per-cpuset, running average:
285 Because this meter is per-cpuset, rather than per-task or mm,
286 the system load imposed by a batch scheduler monitoring this
287 metric is sharply reduced on large systems, because a scan of
288 the tasklist can be avoided on each set of queries.
290 Because this meter is a running average, instead of an accumulating
291 counter, a batch scheduler can detect memory pressure with a
292 single read, instead of having to read and accumulate results
293 for a period of time.
295 Because this meter is per-cpuset rather than per-task or mm,
296 the batch scheduler can obtain the key information, memory
297 pressure in a cpuset, with a single read, rather than having to
298 query and accumulate results over all the (dynamically changing)
299 set of tasks in the cpuset.
301 A per-cpuset simple digital filter (requires a spinlock and 3 words
302 of data per-cpuset) is kept, and updated by any task attached to that
303 cpuset, if it enters the synchronous (direct) page reclaim code.
305 A per-cpuset file provides an integer number representing the recent
306 (half-life of 10 seconds) rate of direct page reclaims caused by
307 the tasks in the cpuset, in units of reclaims attempted per second,
311 1.7 What is memory spread ?
312 ---------------------------
313 There are two boolean flag files per cpuset that control where the
314 kernel allocates pages for the file system buffers and related in
315 kernel data structures. They are called 'memory_spread_page' and
316 'memory_spread_slab'.
318 If the per-cpuset boolean flag file 'memory_spread_page' is set, then
319 the kernel will spread the file system buffers (page cache) evenly
320 over all the nodes that the faulting task is allowed to use, instead
321 of preferring to put those pages on the node where the task is running.
323 If the per-cpuset boolean flag file 'memory_spread_slab' is set,
324 then the kernel will spread some file system related slab caches,
325 such as for inodes and dentries evenly over all the nodes that the
326 faulting task is allowed to use, instead of preferring to put those
327 pages on the node where the task is running.
329 The setting of these flags does not affect anonymous data segment or
330 stack segment pages of a task.
332 By default, both kinds of memory spreading are off, and memory
333 pages are allocated on the node local to where the task is running,
334 except perhaps as modified by the tasks NUMA mempolicy or cpuset
335 configuration, so long as sufficient free memory pages are available.
337 When new cpusets are created, they inherit the memory spread settings
340 Setting memory spreading causes allocations for the affected page
341 or slab caches to ignore the tasks NUMA mempolicy and be spread
342 instead. Tasks using mbind() or set_mempolicy() calls to set NUMA
343 mempolicies will not notice any change in these calls as a result of
344 their containing tasks memory spread settings. If memory spreading
345 is turned off, then the currently specified NUMA mempolicy once again
346 applies to memory page allocations.
348 Both 'memory_spread_page' and 'memory_spread_slab' are boolean flag
349 files. By default they contain "0", meaning that the feature is off
350 for that cpuset. If a "1" is written to that file, then that turns
351 the named feature on.
353 The implementation is simple.
355 Setting the flag 'memory_spread_page' turns on a per-process flag
356 PF_SPREAD_PAGE for each task that is in that cpuset or subsequently
357 joins that cpuset. The page allocation calls for the page cache
358 is modified to perform an inline check for this PF_SPREAD_PAGE task
359 flag, and if set, a call to a new routine cpuset_mem_spread_node()
360 returns the node to prefer for the allocation.
362 Similarly, setting 'memory_spread_cache' turns on the flag
363 PF_SPREAD_SLAB, and appropriately marked slab caches will allocate
364 pages from the node returned by cpuset_mem_spread_node().
366 The cpuset_mem_spread_node() routine is also simple. It uses the
367 value of a per-task rotor cpuset_mem_spread_rotor to select the next
368 node in the current tasks mems_allowed to prefer for the allocation.
370 This memory placement policy is also known (in other contexts) as
371 round-robin or interleave.
373 This policy can provide substantial improvements for jobs that need
374 to place thread local data on the corresponding node, but that need
375 to access large file system data sets that need to be spread across
376 the several nodes in the jobs cpuset in order to fit. Without this
377 policy, especially for jobs that might have one thread reading in the
378 data set, the memory allocation across the nodes in the jobs cpuset
379 can become very uneven.
382 1.8 How do I use cpusets ?
383 --------------------------
385 In order to minimize the impact of cpusets on critical kernel
386 code, such as the scheduler, and due to the fact that the kernel
387 does not support one task updating the memory placement of another
388 task directly, the impact on a task of changing its cpuset CPU
389 or Memory Node placement, or of changing to which cpuset a task
390 is attached, is subtle.
392 If a cpuset has its Memory Nodes modified, then for each task attached
393 to that cpuset, the next time that the kernel attempts to allocate
394 a page of memory for that task, the kernel will notice the change
395 in the tasks cpuset, and update its per-task memory placement to
396 remain within the new cpusets memory placement. If the task was using
397 mempolicy MPOL_BIND, and the nodes to which it was bound overlap with
398 its new cpuset, then the task will continue to use whatever subset
399 of MPOL_BIND nodes are still allowed in the new cpuset. If the task
400 was using MPOL_BIND and now none of its MPOL_BIND nodes are allowed
401 in the new cpuset, then the task will be essentially treated as if it
402 was MPOL_BIND bound to the new cpuset (even though its numa placement,
403 as queried by get_mempolicy(), doesn't change). If a task is moved
404 from one cpuset to another, then the kernel will adjust the tasks
405 memory placement, as above, the next time that the kernel attempts
406 to allocate a page of memory for that task.
408 If a cpuset has its CPUs modified, then each task using that
409 cpuset does _not_ change its behavior automatically. In order to
410 minimize the impact on the critical scheduling code in the kernel,
411 tasks will continue to use their prior CPU placement until they
412 are rebound to their cpuset, by rewriting their pid to the 'tasks'
413 file of their cpuset. If a task had been bound to some subset of its
414 cpuset using the sched_setaffinity() call, and if any of that subset
415 is still allowed in its new cpuset settings, then the task will be
416 restricted to the intersection of the CPUs it was allowed on before,
417 and its new cpuset CPU placement. If, on the other hand, there is
418 no overlap between a tasks prior placement and its new cpuset CPU
419 placement, then the task will be allowed to run on any CPU allowed
420 in its new cpuset. If a task is moved from one cpuset to another,
421 its CPU placement is updated in the same way as if the tasks pid is
422 rewritten to the 'tasks' file of its current cpuset.
424 In summary, the memory placement of a task whose cpuset is changed is
425 updated by the kernel, on the next allocation of a page for that task,
426 but the processor placement is not updated, until that tasks pid is
427 rewritten to the 'tasks' file of its cpuset. This is done to avoid
428 impacting the scheduler code in the kernel with a check for changes
429 in a tasks processor placement.
431 Normally, once a page is allocated (given a physical page
432 of main memory) then that page stays on whatever node it
433 was allocated, so long as it remains allocated, even if the
434 cpusets memory placement policy 'mems' subsequently changes.
435 If the cpuset flag file 'memory_migrate' is set true, then when
436 tasks are attached to that cpuset, any pages that task had
437 allocated to it on nodes in its previous cpuset are migrated
438 to the tasks new cpuset. The relative placement of the page within
439 the cpuset is preserved during these migration operations if possible.
440 For example if the page was on the second valid node of the prior cpuset
441 then the page will be placed on the second valid node of the new cpuset.
443 Also if 'memory_migrate' is set true, then if that cpusets
444 'mems' file is modified, pages allocated to tasks in that
445 cpuset, that were on nodes in the previous setting of 'mems',
446 will be moved to nodes in the new setting of 'mems.'
447 Pages that were not in the tasks prior cpuset, or in the cpusets
448 prior 'mems' setting, will not be moved.
450 There is an exception to the above. If hotplug functionality is used
451 to remove all the CPUs that are currently assigned to a cpuset,
452 then the kernel will automatically update the cpus_allowed of all
453 tasks attached to CPUs in that cpuset to allow all CPUs. When memory
454 hotplug functionality for removing Memory Nodes is available, a
455 similar exception is expected to apply there as well. In general,
456 the kernel prefers to violate cpuset placement, over starving a task
457 that has had all its allowed CPUs or Memory Nodes taken offline. User
458 code should reconfigure cpusets to only refer to online CPUs and Memory
459 Nodes when using hotplug to add or remove such resources.
461 There is a second exception to the above. GFP_ATOMIC requests are
462 kernel internal allocations that must be satisfied, immediately.
463 The kernel may drop some request, in rare cases even panic, if a
464 GFP_ATOMIC alloc fails. If the request cannot be satisfied within
465 the current tasks cpuset, then we relax the cpuset, and look for
466 memory anywhere we can find it. It's better to violate the cpuset
467 than stress the kernel.
469 To start a new job that is to be contained within a cpuset, the steps are:
472 2) mount -t cpuset none /dev/cpuset
473 3) Create the new cpuset by doing mkdir's and write's (or echo's) in
474 the /dev/cpuset virtual file system.
475 4) Start a task that will be the "founding father" of the new job.
476 5) Attach that task to the new cpuset by writing its pid to the
477 /dev/cpuset tasks file for that cpuset.
478 6) fork, exec or clone the job tasks from this founding father task.
480 For example, the following sequence of commands will setup a cpuset
481 named "Charlie", containing just CPUs 2 and 3, and Memory Node 1,
482 and then start a subshell 'sh' in that cpuset:
484 mount -t cpuset none /dev/cpuset
492 # The subshell 'sh' is now running in cpuset Charlie
493 # The next line should display '/Charlie'
494 cat /proc/self/cpuset
496 In the future, a C library interface to cpusets will likely be
497 available. For now, the only way to query or modify cpusets is
498 via the cpuset file system, using the various cd, mkdir, echo, cat,
499 rmdir commands from the shell, or their equivalent from C.
501 The sched_setaffinity calls can also be done at the shell prompt using
502 SGI's runon or Robert Love's taskset. The mbind and set_mempolicy
503 calls can be done at the shell prompt using the numactl command
504 (part of Andi Kleen's numa package).
506 2. Usage Examples and Syntax
507 ============================
512 Creating, modifying, using the cpusets can be done through the cpuset
516 # mount -t cpuset none /dev/cpuset
518 Then under /dev/cpuset you can find a tree that corresponds to the
519 tree of the cpusets in the system. For instance, /dev/cpuset
520 is the cpuset that holds the whole system.
522 If you want to create a new cpuset under /dev/cpuset:
526 Now you want to do something with this cpuset.
529 In this directory you can find several files:
531 cpus cpu_exclusive mems mem_exclusive tasks
533 Reading them will give you information about the state of this cpuset:
534 the CPUs and Memory Nodes it can use, the processes that are using
535 it, its properties. By writing to these files you can manipulate
539 # /bin/echo 1 > cpu_exclusive
542 # /bin/echo 0-7 > cpus
545 # /bin/echo 0-7 > mems
547 Now attach your shell to this cpuset:
548 # /bin/echo $$ > tasks
550 You can also create cpusets inside your cpuset by using mkdir in this
554 To remove a cpuset, just use rmdir:
556 This will fail if the cpuset is in use (has cpusets inside, or has
559 2.2 Adding/removing cpus
560 ------------------------
562 This is the syntax to use when writing in the cpus or mems files
563 in cpuset directories:
565 # /bin/echo 1-4 > cpus -> set cpus list to cpus 1,2,3,4
566 # /bin/echo 1,2,3,4 > cpus -> set cpus list to cpus 1,2,3,4
571 The syntax is very simple:
573 # /bin/echo 1 > cpu_exclusive -> set flag 'cpu_exclusive'
574 # /bin/echo 0 > cpu_exclusive -> unset flag 'cpu_exclusive'
576 2.4 Attaching processes
577 -----------------------
579 # /bin/echo PID > tasks
581 Note that it is PID, not PIDs. You can only attach ONE task at a time.
582 If you have several tasks to attach, you have to do it one after another:
584 # /bin/echo PID1 > tasks
585 # /bin/echo PID2 > tasks
587 # /bin/echo PIDn > tasks
593 Q: what's up with this '/bin/echo' ?
594 A: bash's builtin 'echo' command does not check calls to write() against
595 errors. If you use it in the cpuset file system, you won't be
596 able to tell whether a command succeeded or failed.
598 Q: When I attach processes, only the first of the line gets really attached !
599 A: We can only return one error code per call to write(). So you should also
605 Web: http://www.bullopensource.org/cpuset