|                       ============= | 
 |                       CFS Scheduler | 
 |                       ============= | 
 |  | 
 |  | 
 | 1.  OVERVIEW | 
 |  | 
 | CFS stands for "Completely Fair Scheduler," and is the new "desktop" process | 
 | scheduler implemented by Ingo Molnar and merged in Linux 2.6.23.  It is the | 
 | replacement for the previous vanilla scheduler's SCHED_OTHER interactivity | 
 | code. | 
 |  | 
 | 80% of CFS's design can be summed up in a single sentence: CFS basically models | 
 | an "ideal, precise multi-tasking CPU" on real hardware. | 
 |  | 
 | "Ideal multi-tasking CPU" is a (non-existent  :-)) CPU that has 100% physical | 
 | power and which can run each task at precise equal speed, in parallel, each at | 
 | 1/nr_running speed.  For example: if there are 2 tasks running, then it runs | 
 | each at 50% physical power --- i.e., actually in parallel. | 
 |  | 
 | On real hardware, we can run only a single task at once, so we have to | 
 | introduce the concept of "virtual runtime."  The virtual runtime of a task | 
 | specifies when its next timeslice would start execution on the ideal | 
 | multi-tasking CPU described above.  In practice, the virtual runtime of a task | 
 | is its actual runtime normalized to the total number of running tasks. | 
 |  | 
 |  | 
 |  | 
 | 2.  FEW IMPLEMENTATION DETAILS | 
 |  | 
 | In CFS the virtual runtime is expressed and tracked via the per-task | 
 | p->se.vruntime (nanosec-unit) value.  This way, it's possible to accurately | 
 | timestamp and measure the "expected CPU time" a task should have gotten. | 
 |  | 
 | [ small detail: on "ideal" hardware, at any time all tasks would have the same | 
 |   p->se.vruntime value --- i.e., tasks would execute simultaneously and no task | 
 |   would ever get "out of balance" from the "ideal" share of CPU time.  ] | 
 |  | 
 | CFS's task picking logic is based on this p->se.vruntime value and it is thus | 
 | very simple: it always tries to run the task with the smallest p->se.vruntime | 
 | value (i.e., the task which executed least so far).  CFS always tries to split | 
 | up CPU time between runnable tasks as close to "ideal multitasking hardware" as | 
 | possible. | 
 |  | 
 | Most of the rest of CFS's design just falls out of this really simple concept, | 
 | with a few add-on embellishments like nice levels, multiprocessing and various | 
 | algorithm variants to recognize sleepers. | 
 |  | 
 |  | 
 |  | 
 | 3.  THE RBTREE | 
 |  | 
 | CFS's design is quite radical: it does not use the old data structures for the | 
 | runqueues, but it uses a time-ordered rbtree to build a "timeline" of future | 
 | task execution, and thus has no "array switch" artifacts (by which both the | 
 | previous vanilla scheduler and RSDL/SD are affected). | 
 |  | 
 | CFS also maintains the rq->cfs.min_vruntime value, which is a monotonic | 
 | increasing value tracking the smallest vruntime among all tasks in the | 
 | runqueue.  The total amount of work done by the system is tracked using | 
 | min_vruntime; that value is used to place newly activated entities on the left | 
 | side of the tree as much as possible. | 
 |  | 
 | The total number of running tasks in the runqueue is accounted through the | 
 | rq->cfs.load value, which is the sum of the weights of the tasks queued on the | 
 | runqueue. | 
 |  | 
 | CFS maintains a time-ordered rbtree, where all runnable tasks are sorted by the | 
 | p->se.vruntime key (there is a subtraction using rq->cfs.min_vruntime to | 
 | account for possible wraparounds).  CFS picks the "leftmost" task from this | 
 | tree and sticks to it. | 
 | As the system progresses forwards, the executed tasks are put into the tree | 
 | more and more to the right --- slowly but surely giving a chance for every task | 
 | to become the "leftmost task" and thus get on the CPU within a deterministic | 
 | amount of time. | 
 |  | 
 | Summing up, CFS works like this: it runs a task a bit, and when the task | 
 | schedules (or a scheduler tick happens) the task's CPU usage is "accounted | 
 | for": the (small) time it just spent using the physical CPU is added to | 
 | p->se.vruntime.  Once p->se.vruntime gets high enough so that another task | 
 | becomes the "leftmost task" of the time-ordered rbtree it maintains (plus a | 
 | small amount of "granularity" distance relative to the leftmost task so that we | 
 | do not over-schedule tasks and trash the cache), then the new leftmost task is | 
 | picked and the current task is preempted. | 
 |  | 
 |  | 
 |  | 
 | 4.  SOME FEATURES OF CFS | 
 |  | 
 | CFS uses nanosecond granularity accounting and does not rely on any jiffies or | 
 | other HZ detail.  Thus the CFS scheduler has no notion of "timeslices" in the | 
 | way the previous scheduler had, and has no heuristics whatsoever.  There is | 
 | only one central tunable (you have to switch on CONFIG_SCHED_DEBUG): | 
 |  | 
 |    /proc/sys/kernel/sched_min_granularity_ns | 
 |  | 
 | which can be used to tune the scheduler from "desktop" (i.e., low latencies) to | 
 | "server" (i.e., good batching) workloads.  It defaults to a setting suitable | 
 | for desktop workloads.  SCHED_BATCH is handled by the CFS scheduler module too. | 
 |  | 
 | Due to its design, the CFS scheduler is not prone to any of the "attacks" that | 
 | exist today against the heuristics of the stock scheduler: fiftyp.c, thud.c, | 
 | chew.c, ring-test.c, massive_intr.c all work fine and do not impact | 
 | interactivity and produce the expected behavior. | 
 |  | 
 | The CFS scheduler has a much stronger handling of nice levels and SCHED_BATCH | 
 | than the previous vanilla scheduler: both types of workloads are isolated much | 
 | more aggressively. | 
 |  | 
 | SMP load-balancing has been reworked/sanitized: the runqueue-walking | 
 | assumptions are gone from the load-balancing code now, and iterators of the | 
 | scheduling modules are used.  The balancing code got quite a bit simpler as a | 
 | result. | 
 |  | 
 |  | 
 |  | 
 | 5. Scheduling policies | 
 |  | 
 | CFS implements three scheduling policies: | 
 |  | 
 |   - SCHED_NORMAL (traditionally called SCHED_OTHER): The scheduling | 
 |     policy that is used for regular tasks. | 
 |  | 
 |   - SCHED_BATCH: Does not preempt nearly as often as regular tasks | 
 |     would, thereby allowing tasks to run longer and make better use of | 
 |     caches but at the cost of interactivity. This is well suited for | 
 |     batch jobs. | 
 |  | 
 |   - SCHED_IDLE: This is even weaker than nice 19, but its not a true | 
 |     idle timer scheduler in order to avoid to get into priority | 
 |     inversion problems which would deadlock the machine. | 
 |  | 
 | SCHED_FIFO/_RR are implemented in sched/rt.c and are as specified by | 
 | POSIX. | 
 |  | 
 | The command chrt from util-linux-ng 2.13.1.1 can set all of these except | 
 | SCHED_IDLE. | 
 |  | 
 |  | 
 |  | 
 | 6.  SCHEDULING CLASSES | 
 |  | 
 | The new CFS scheduler has been designed in such a way to introduce "Scheduling | 
 | Classes," an extensible hierarchy of scheduler modules.  These modules | 
 | encapsulate scheduling policy details and are handled by the scheduler core | 
 | without the core code assuming too much about them. | 
 |  | 
 | sched/fair.c implements the CFS scheduler described above. | 
 |  | 
 | sched/rt.c implements SCHED_FIFO and SCHED_RR semantics, in a simpler way than | 
 | the previous vanilla scheduler did.  It uses 100 runqueues (for all 100 RT | 
 | priority levels, instead of 140 in the previous scheduler) and it needs no | 
 | expired array. | 
 |  | 
 | Scheduling classes are implemented through the sched_class structure, which | 
 | contains hooks to functions that must be called whenever an interesting event | 
 | occurs. | 
 |  | 
 | This is the (partial) list of the hooks: | 
 |  | 
 |  - enqueue_task(...) | 
 |  | 
 |    Called when a task enters a runnable state. | 
 |    It puts the scheduling entity (task) into the red-black tree and | 
 |    increments the nr_running variable. | 
 |  | 
 |  - dequeue_task(...) | 
 |  | 
 |    When a task is no longer runnable, this function is called to keep the | 
 |    corresponding scheduling entity out of the red-black tree.  It decrements | 
 |    the nr_running variable. | 
 |  | 
 |  - yield_task(...) | 
 |  | 
 |    This function is basically just a dequeue followed by an enqueue, unless the | 
 |    compat_yield sysctl is turned on; in that case, it places the scheduling | 
 |    entity at the right-most end of the red-black tree. | 
 |  | 
 |  - check_preempt_curr(...) | 
 |  | 
 |    This function checks if a task that entered the runnable state should | 
 |    preempt the currently running task. | 
 |  | 
 |  - pick_next_task(...) | 
 |  | 
 |    This function chooses the most appropriate task eligible to run next. | 
 |  | 
 |  - set_curr_task(...) | 
 |  | 
 |    This function is called when a task changes its scheduling class or changes | 
 |    its task group. | 
 |  | 
 |  - task_tick(...) | 
 |  | 
 |    This function is mostly called from time tick functions; it might lead to | 
 |    process switch.  This drives the running preemption. | 
 |  | 
 |  | 
 |  | 
 |  | 
 | 7.  GROUP SCHEDULER EXTENSIONS TO CFS | 
 |  | 
 | Normally, the scheduler operates on individual tasks and strives to provide | 
 | fair CPU time to each task.  Sometimes, it may be desirable to group tasks and | 
 | provide fair CPU time to each such task group.  For example, it may be | 
 | desirable to first provide fair CPU time to each user on the system and then to | 
 | each task belonging to a user. | 
 |  | 
 | CONFIG_CGROUP_SCHED strives to achieve exactly that.  It lets tasks to be | 
 | grouped and divides CPU time fairly among such groups. | 
 |  | 
 | CONFIG_RT_GROUP_SCHED permits to group real-time (i.e., SCHED_FIFO and | 
 | SCHED_RR) tasks. | 
 |  | 
 | CONFIG_FAIR_GROUP_SCHED permits to group CFS (i.e., SCHED_NORMAL and | 
 | SCHED_BATCH) tasks. | 
 |  | 
 |    These options need CONFIG_CGROUPS to be defined, and let the administrator | 
 |    create arbitrary groups of tasks, using the "cgroup" pseudo filesystem.  See | 
 |    Documentation/cgroups/cgroups.txt for more information about this filesystem. | 
 |  | 
 | When CONFIG_FAIR_GROUP_SCHED is defined, a "cpu.shares" file is created for each | 
 | group created using the pseudo filesystem.  See example steps below to create | 
 | task groups and modify their CPU share using the "cgroups" pseudo filesystem. | 
 |  | 
 | 	# mount -t tmpfs cgroup_root /sys/fs/cgroup | 
 | 	# mkdir /sys/fs/cgroup/cpu | 
 | 	# mount -t cgroup -ocpu none /sys/fs/cgroup/cpu | 
 | 	# cd /sys/fs/cgroup/cpu | 
 |  | 
 | 	# mkdir multimedia	# create "multimedia" group of tasks | 
 | 	# mkdir browser		# create "browser" group of tasks | 
 |  | 
 | 	# #Configure the multimedia group to receive twice the CPU bandwidth | 
 | 	# #that of browser group | 
 |  | 
 | 	# echo 2048 > multimedia/cpu.shares | 
 | 	# echo 1024 > browser/cpu.shares | 
 |  | 
 | 	# firefox &	# Launch firefox and move it to "browser" group | 
 | 	# echo <firefox_pid> > browser/tasks | 
 |  | 
 | 	# #Launch gmplayer (or your favourite movie player) | 
 | 	# echo <movie_player_pid> > multimedia/tasks |