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1 =============
2 CFS Scheduler
3 =============
1 4
2This is the CFS scheduler.
3
480% of CFS's design can be summed up in a single sentence: CFS basically
5models an "ideal, precise multi-tasking CPU" on real hardware.
6
7"Ideal multi-tasking CPU" is a (non-existent :-)) CPU that has 100%
8physical power and which can run each task at precise equal speed, in
9parallel, each at 1/nr_running speed. For example: if there are 2 tasks
10running then it runs each at 50% physical power - totally in parallel.
11
12On real hardware, we can run only a single task at once, so while that
13one task runs, the other tasks that are waiting for the CPU are at a
14disadvantage - the current task gets an unfair amount of CPU time. In
15CFS this fairness imbalance is expressed and tracked via the per-task
16p->wait_runtime (nanosec-unit) value. "wait_runtime" is the amount of
17time the task should now run on the CPU for it to become completely fair
18and balanced.
19
20( small detail: on 'ideal' hardware, the p->wait_runtime value would
21 always be zero - no task would ever get 'out of balance' from the
22 'ideal' share of CPU time. )
23
24CFS's task picking logic is based on this p->wait_runtime value and it
25is thus very simple: it always tries to run the task with the largest
26p->wait_runtime value. In other words, CFS tries to run the task with
27the 'gravest need' for more CPU time. So CFS always tries to split up
28CPU time between runnable tasks as close to 'ideal multitasking
29hardware' as possible.
30
31Most of the rest of CFS's design just falls out of this really simple
32concept, with a few add-on embellishments like nice levels,
33multiprocessing and various algorithm variants to recognize sleepers.
34
35In practice it works like this: the system runs a task a bit, and when
36the task schedules (or a scheduler tick happens) the task's CPU usage is
37'accounted for': the (small) time it just spent using the physical CPU
38is deducted from p->wait_runtime. [minus the 'fair share' it would have
39gotten anyway]. Once p->wait_runtime gets low enough so that another
40task becomes the 'leftmost task' of the time-ordered rbtree it maintains
41(plus a small amount of 'granularity' distance relative to the leftmost
42task so that we do not over-schedule tasks and trash the cache) then the
43new leftmost task is picked and the current task is preempted.
44
45The rq->fair_clock value tracks the 'CPU time a runnable task would have
46fairly gotten, had it been runnable during that time'. So by using
47rq->fair_clock values we can accurately timestamp and measure the
48'expected CPU time' a task should have gotten. All runnable tasks are
49sorted in the rbtree by the "rq->fair_clock - p->wait_runtime" key, and
50CFS picks the 'leftmost' task and sticks to it. As the system progresses
51forwards, newly woken tasks are put into the tree more and more to the
52right - slowly but surely giving a chance for every task to become the
53'leftmost task' and thus get on the CPU within a deterministic amount of
54time.
55
56Some implementation details:
57
58 - the introduction of Scheduling Classes: an extensible hierarchy of
59 scheduler modules. These modules encapsulate scheduling policy
60 details and are handled by the scheduler core without the core
61 code assuming about them too much.
62
63 - sched_fair.c implements the 'CFS desktop scheduler': it is a
64 replacement for the vanilla scheduler's SCHED_OTHER interactivity
65 code.
66
67 I'd like to give credit to Con Kolivas for the general approach here:
68 he has proven via RSDL/SD that 'fair scheduling' is possible and that
69 it results in better desktop scheduling. Kudos Con!
70
71 The CFS patch uses a completely different approach and implementation
72 from RSDL/SD. My goal was to make CFS's interactivity quality exceed
73 that of RSDL/SD, which is a high standard to meet :-) Testing
74 feedback is welcome to decide this one way or another. [ and, in any
75 case, all of SD's logic could be added via a kernel/sched_sd.c module
76 as well, if Con is interested in such an approach. ]
77
78 CFS's design is quite radical: it does not use runqueues, it uses a
79 time-ordered rbtree to build a 'timeline' of future task execution,
80 and thus has no 'array switch' artifacts (by which both the vanilla
81 scheduler and RSDL/SD are affected).
82
83 CFS uses nanosecond granularity accounting and does not rely on any
84 jiffies or other HZ detail. Thus the CFS scheduler has no notion of
85 'timeslices' and has no heuristics whatsoever. There is only one
86 central tunable (you have to switch on CONFIG_SCHED_DEBUG):
87
88 /proc/sys/kernel/sched_granularity_ns
89
90 which can be used to tune the scheduler from 'desktop' (low
91 latencies) to 'server' (good batching) workloads. It defaults to a
92 setting suitable for desktop workloads. SCHED_BATCH is handled by the
93 CFS scheduler module too.
94
95 Due to its design, the CFS scheduler is not prone to any of the
96 'attacks' that exist today against the heuristics of the stock
97 scheduler: fiftyp.c, thud.c, chew.c, ring-test.c, massive_intr.c all
98 work fine and do not impact interactivity and produce the expected
99 behavior.
100
101 the CFS scheduler has a much stronger handling of nice levels and
102 SCHED_BATCH: both types of workloads should be isolated much more
103 agressively than under the vanilla scheduler.
104
105 ( another detail: due to nanosec accounting and timeline sorting,
106 sched_yield() support is very simple under CFS, and in fact under
107 CFS sched_yield() behaves much better than under any other
108 scheduler i have tested so far. )
109
110 - sched_rt.c implements SCHED_FIFO and SCHED_RR semantics, in a simpler
111 way than the vanilla scheduler does. It uses 100 runqueues (for all
112 100 RT priority levels, instead of 140 in the vanilla scheduler)
113 and it needs no expired array.
114
115 - reworked/sanitized SMP load-balancing: the runqueue-walking
116 assumptions are gone from the load-balancing code now, and
117 iterators of the scheduling modules are used. The balancing code got
118 quite a bit simpler as a result.
119
120
121Group scheduler extension to CFS
122================================
123
124Normally the scheduler operates on individual tasks and strives to provide
125fair CPU time to each task. Sometimes, it may be desirable to group tasks
126and provide fair CPU time to each such task group. For example, it may
127be desirable to first provide fair CPU time to each user on the system
128and then to each task belonging to a user.
129
130CONFIG_FAIR_GROUP_SCHED strives to achieve exactly that. It lets
131SCHED_NORMAL/BATCH tasks be be grouped and divides CPU time fairly among such
132groups. At present, there are two (mutually exclusive) mechanisms to group
133tasks for CPU bandwidth control purpose:
134
135 - Based on user id (CONFIG_FAIR_USER_SCHED)
136 In this option, tasks are grouped according to their user id.
137 - Based on "cgroup" pseudo filesystem (CONFIG_FAIR_CGROUP_SCHED)
138 This options lets the administrator create arbitrary groups
139 of tasks, using the "cgroup" pseudo filesystem. See
140 Documentation/cgroups.txt for more information about this
141 filesystem.
142 5
143Only one of these options to group tasks can be chosen and not both. 61. OVERVIEW
7
8CFS stands for "Completely Fair Scheduler," and is the new "desktop" process
9scheduler implemented by Ingo Molnar and merged in Linux 2.6.23. It is the
10replacement for the previous vanilla scheduler's SCHED_OTHER interactivity
11code.
12
1380% of CFS's design can be summed up in a single sentence: CFS basically models
14an "ideal, precise multi-tasking CPU" on real hardware.
15
16"Ideal multi-tasking CPU" is a (non-existent :-)) CPU that has 100% physical
17power and which can run each task at precise equal speed, in parallel, each at
181/nr_running speed. For example: if there are 2 tasks running, then it runs
19each at 50% physical power --- i.e., actually in parallel.
20
21On real hardware, we can run only a single task at once, so we have to
22introduce the concept of "virtual runtime." The virtual runtime of a task
23specifies when its next timeslice would start execution on the ideal
24multi-tasking CPU described above. In practice, the virtual runtime of a task
25is its actual runtime normalized to the total number of running tasks.
26
27
28
292. FEW IMPLEMENTATION DETAILS
30
31In CFS the virtual runtime is expressed and tracked via the per-task
32p->se.vruntime (nanosec-unit) value. This way, it's possible to accurately
33timestamp and measure the "expected CPU time" a task should have gotten.
34
35[ small detail: on "ideal" hardware, at any time all tasks would have the same
36 p->se.vruntime value --- i.e., tasks would execute simultaneously and no task
37 would ever get "out of balance" from the "ideal" share of CPU time. ]
38
39CFS's task picking logic is based on this p->se.vruntime value and it is thus
40very simple: it always tries to run the task with the smallest p->se.vruntime
41value (i.e., the task which executed least so far). CFS always tries to split
42up CPU time between runnable tasks as close to "ideal multitasking hardware" as
43possible.
44
45Most of the rest of CFS's design just falls out of this really simple concept,
46with a few add-on embellishments like nice levels, multiprocessing and various
47algorithm variants to recognize sleepers.
48
49
50
513. THE RBTREE
52
53CFS's design is quite radical: it does not use the old data structures for the
54runqueues, but it uses a time-ordered rbtree to build a "timeline" of future
55task execution, and thus has no "array switch" artifacts (by which both the
56previous vanilla scheduler and RSDL/SD are affected).
57
58CFS also maintains the rq->cfs.min_vruntime value, which is a monotonic
59increasing value tracking the smallest vruntime among all tasks in the
60runqueue. The total amount of work done by the system is tracked using
61min_vruntime; that value is used to place newly activated entities on the left
62side of the tree as much as possible.
63
64The total number of running tasks in the runqueue is accounted through the
65rq->cfs.load value, which is the sum of the weights of the tasks queued on the
66runqueue.
67
68CFS maintains a time-ordered rbtree, where all runnable tasks are sorted by the
69p->se.vruntime key (there is a subtraction using rq->cfs.min_vruntime to
70account for possible wraparounds). CFS picks the "leftmost" task from this
71tree and sticks to it.
72As the system progresses forwards, the executed tasks are put into the tree
73more and more to the right --- slowly but surely giving a chance for every task
74to become the "leftmost task" and thus get on the CPU within a deterministic
75amount of time.
76
77Summing up, CFS works like this: it runs a task a bit, and when the task
78schedules (or a scheduler tick happens) the task's CPU usage is "accounted
79for": the (small) time it just spent using the physical CPU is added to
80p->se.vruntime. Once p->se.vruntime gets high enough so that another task
81becomes the "leftmost task" of the time-ordered rbtree it maintains (plus a
82small amount of "granularity" distance relative to the leftmost task so that we
83do not over-schedule tasks and trash the cache), then the new leftmost task is
84picked and the current task is preempted.
85
86
87
884. SOME FEATURES OF CFS
89
90CFS uses nanosecond granularity accounting and does not rely on any jiffies or
91other HZ detail. Thus the CFS scheduler has no notion of "timeslices" in the
92way the previous scheduler had, and has no heuristics whatsoever. There is
93only one central tunable (you have to switch on CONFIG_SCHED_DEBUG):
94
95 /proc/sys/kernel/sched_granularity_ns
96
97which can be used to tune the scheduler from "desktop" (i.e., low latencies) to
98"server" (i.e., good batching) workloads. It defaults to a setting suitable
99for desktop workloads. SCHED_BATCH is handled by the CFS scheduler module too.
100
101Due to its design, the CFS scheduler is not prone to any of the "attacks" that
102exist today against the heuristics of the stock scheduler: fiftyp.c, thud.c,
103chew.c, ring-test.c, massive_intr.c all work fine and do not impact
104interactivity and produce the expected behavior.
105
106The CFS scheduler has a much stronger handling of nice levels and SCHED_BATCH
107than the previous vanilla scheduler: both types of workloads are isolated much
108more aggressively.
109
110SMP load-balancing has been reworked/sanitized: the runqueue-walking
111assumptions are gone from the load-balancing code now, and iterators of the
112scheduling modules are used. The balancing code got quite a bit simpler as a
113result.
114
115
116
1175. Scheduling policies
118
119CFS implements three scheduling policies:
120
121 - SCHED_NORMAL (traditionally called SCHED_OTHER): The scheduling
122 policy that is used for regular tasks.
123
124 - SCHED_BATCH: Does not preempt nearly as often as regular tasks
125 would, thereby allowing tasks to run longer and make better use of
126 caches but at the cost of interactivity. This is well suited for
127 batch jobs.
128
129 - SCHED_IDLE: This is even weaker than nice 19, but its not a true
130 idle timer scheduler in order to avoid to get into priority
131 inversion problems which would deadlock the machine.
132
133SCHED_FIFO/_RR are implemented in sched_rt.c and are as specified by
134POSIX.
135
136The command chrt from util-linux-ng 2.13.1.1 can set all of these except
137SCHED_IDLE.
144 138
145Group scheduler tunables:
146 139
147When CONFIG_FAIR_USER_SCHED is defined, a directory is created in sysfs for 140
148each new user and a "cpu_share" file is added in that directory. 1416. SCHEDULING CLASSES
142
143The new CFS scheduler has been designed in such a way to introduce "Scheduling
144Classes," an extensible hierarchy of scheduler modules. These modules
145encapsulate scheduling policy details and are handled by the scheduler core
146without the core code assuming too much about them.
147
148sched_fair.c implements the CFS scheduler described above.
149
150sched_rt.c implements SCHED_FIFO and SCHED_RR semantics, in a simpler way than
151the previous vanilla scheduler did. It uses 100 runqueues (for all 100 RT
152priority levels, instead of 140 in the previous scheduler) and it needs no
153expired array.
154
155Scheduling classes are implemented through the sched_class structure, which
156contains hooks to functions that must be called whenever an interesting event
157occurs.
158
159This is the (partial) list of the hooks:
160
161 - enqueue_task(...)
162
163 Called when a task enters a runnable state.
164 It puts the scheduling entity (task) into the red-black tree and
165 increments the nr_running variable.
166
167 - dequeue_tree(...)
168
169 When a task is no longer runnable, this function is called to keep the
170 corresponding scheduling entity out of the red-black tree. It decrements
171 the nr_running variable.
172
173 - yield_task(...)
174
175 This function is basically just a dequeue followed by an enqueue, unless the
176 compat_yield sysctl is turned on; in that case, it places the scheduling
177 entity at the right-most end of the red-black tree.
178
179 - check_preempt_curr(...)
180
181 This function checks if a task that entered the runnable state should
182 preempt the currently running task.
183
184 - pick_next_task(...)
185
186 This function chooses the most appropriate task eligible to run next.
187
188 - set_curr_task(...)
189
190 This function is called when a task changes its scheduling class or changes
191 its task group.
192
193 - task_tick(...)
194
195 This function is mostly called from time tick functions; it might lead to
196 process switch. This drives the running preemption.
197
198 - task_new(...)
199
200 The core scheduler gives the scheduling module an opportunity to manage new
201 task startup. The CFS scheduling module uses it for group scheduling, while
202 the scheduling module for a real-time task does not use it.
203
204
205
2067. GROUP SCHEDULER EXTENSIONS TO CFS
207
208Normally, the scheduler operates on individual tasks and strives to provide
209fair CPU time to each task. Sometimes, it may be desirable to group tasks and
210provide fair CPU time to each such task group. For example, it may be
211desirable to first provide fair CPU time to each user on the system and then to
212each task belonging to a user.
213
214CONFIG_GROUP_SCHED strives to achieve exactly that. It lets tasks to be
215grouped and divides CPU time fairly among such groups.
216
217CONFIG_RT_GROUP_SCHED permits to group real-time (i.e., SCHED_FIFO and
218SCHED_RR) tasks.
219
220CONFIG_FAIR_GROUP_SCHED permits to group CFS (i.e., SCHED_NORMAL and
221SCHED_BATCH) tasks.
222
223At present, there are two (mutually exclusive) mechanisms to group tasks for
224CPU bandwidth control purposes:
225
226 - Based on user id (CONFIG_USER_SCHED)
227
228 With this option, tasks are grouped according to their user id.
229
230 - Based on "cgroup" pseudo filesystem (CONFIG_CGROUP_SCHED)
231
232 This options needs CONFIG_CGROUPS to be defined, and lets the administrator
233 create arbitrary groups of tasks, using the "cgroup" pseudo filesystem. See
234 Documentation/cgroups.txt for more information about this filesystem.
235
236Only one of these options to group tasks can be chosen and not both.
237
238When CONFIG_USER_SCHED is defined, a directory is created in sysfs for each new
239user and a "cpu_share" file is added in that directory.
149 240
150 # cd /sys/kernel/uids 241 # cd /sys/kernel/uids
151 # cat 512/cpu_share # Display user 512's CPU share 242 # cat 512/cpu_share # Display user 512's CPU share
@@ -155,16 +246,14 @@ each new user and a "cpu_share" file is added in that directory.
155 2048 246 2048
156 # 247 #
157 248
158CPU bandwidth between two users are divided in the ratio of their CPU shares. 249CPU bandwidth between two users is divided in the ratio of their CPU shares.
159For ex: if you would like user "root" to get twice the bandwidth of user 250For example: if you would like user "root" to get twice the bandwidth of user
160"guest", then set the cpu_share for both the users such that "root"'s 251"guest," then set the cpu_share for both the users such that "root"'s cpu_share
161cpu_share is twice "guest"'s cpu_share 252is twice "guest"'s cpu_share.
162
163 253
164When CONFIG_FAIR_CGROUP_SCHED is defined, a "cpu.shares" file is created 254When CONFIG_CGROUP_SCHED is defined, a "cpu.shares" file is created for each
165for each group created using the pseudo filesystem. See example steps 255group created using the pseudo filesystem. See example steps below to create
166below to create task groups and modify their CPU share using the "cgroups" 256task groups and modify their CPU share using the "cgroups" pseudo filesystem.
167pseudo filesystem
168 257
169 # mkdir /dev/cpuctl 258 # mkdir /dev/cpuctl
170 # mount -t cgroup -ocpu none /dev/cpuctl 259 # mount -t cgroup -ocpu none /dev/cpuctl