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Commit 134136c4 authored by Luca Abeni's avatar Luca Abeni Committed by Ingo Molnar
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sched/dl/Documentation: Add some references



Add a description of the Dhall's effect, some discussion about
schedulability tests for global EDF, and references to real-time
literature.

Signed-off-by: default avatarLuca Abeni <luca.abeni@unitn.it>
Signed-off-by: default avatarPeter Zijlstra (Intel) <peterz@infradead.org>
Cc: Linus Torvalds <torvalds@linux-foundation.org>
Cc: Peter Zijlstra <peterz@infradead.org>
Cc: Thomas Gleixner <tglx@linutronix.de>
Cc: henrik@austad.us
Cc: juri.lelli@gmail.com
Cc: raistlin@linux.it
Link: http://lkml.kernel.org/r/1431954032-16473-8-git-send-email-luca.abeni@unitn.it


Signed-off-by: default avatarIngo Molnar <mingo@kernel.org>
parent e0deda81
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Original line number Diff line number Diff line
@@ -163,7 +163,8 @@ CONTENTS
 maximum tardiness of each task is smaller or equal than
	((M − 1) · WCET_max − WCET_min)/(M − (M − 2) · U_max) + WCET_max
 where WCET_max = max{WCET_i} is the maximum WCET, WCET_min=min{WCET_i}
 is the minimum WCET, and U_max = max{WCET_i/P_i} is the maximum utilization.
 is the minimum WCET, and U_max = max{WCET_i/P_i} is the maximum
 utilization[12].

 If M=1 (uniprocessor system), or in case of partitioned scheduling (each
 real-time task is statically assigned to one and only one CPU), it is
@@ -205,11 +206,48 @@ CONTENTS

 On multiprocessor systems with global EDF scheduling (non partitioned
 systems), a sufficient test for schedulability can not be based on the
 utilizations (it can be shown that task sets with utilizations slightly
 larger than 1 can miss deadlines regardless of the number of CPUs M).
 However, as previously stated, enforcing that the total utilization is smaller
 than M is enough to guarantee that non real-time tasks are not starved and
 that the tardiness of real-time tasks has an upper bound.
 utilizations or densities: it can be shown that even if D_i = P_i task
 sets with utilizations slightly larger than 1 can miss deadlines regardless
 of the number of CPUs.

 Consider a set {Task_1,...Task_{M+1}} of M+1 tasks on a system with M
 CPUs, with the first task Task_1=(P,P,P) having period, relative deadline
 and WCET equal to P. The remaining M tasks Task_i=(e,P-1,P-1) have an
 arbitrarily small worst case execution time (indicated as "e" here) and a
 period smaller than the one of the first task. Hence, if all the tasks
 activate at the same time t, global EDF schedules these M tasks first
 (because their absolute deadlines are equal to t + P - 1, hence they are
 smaller than the absolute deadline of Task_1, which is t + P). As a
 result, Task_1 can be scheduled only at time t + e, and will finish at
 time t + e + P, after its absolute deadline. The total utilization of the
 task set is U = M · e / (P - 1) + P / P = M · e / (P - 1) + 1, and for small
 values of e this can become very close to 1. This is known as "Dhall's
 effect"[7]. Note: the example in the original paper by Dhall has been
 slightly simplified here (for example, Dhall more correctly computed
 lim_{e->0}U).

 More complex schedulability tests for global EDF have been developed in
 real-time literature[8,9], but they are not based on a simple comparison
 between total utilization (or density) and a fixed constant. If all tasks
 have D_i = P_i, a sufficient schedulability condition can be expressed in
 a simple way:
	sum(WCET_i / P_i) <= M - (M - 1) · U_max
 where U_max = max{WCET_i / P_i}[10]. Notice that for U_max = 1,
 M - (M - 1) · U_max becomes M - M + 1 = 1 and this schedulability condition
 just confirms the Dhall's effect. A more complete survey of the literature
 about schedulability tests for multi-processor real-time scheduling can be
 found in [11].

 As seen, enforcing that the total utilization is smaller than M does not
 guarantee that global EDF schedules the tasks without missing any deadline
 (in other words, global EDF is not an optimal scheduling algorithm). However,
 a total utilization smaller than M is enough to guarantee that non real-time
 tasks are not starved and that the tardiness of real-time tasks has an upper
 bound[12] (as previously noted). Different bounds on the maximum tardiness
 experienced by real-time tasks have been developed in various papers[13,14],
 but the theoretical result that is important for SCHED_DEADLINE is that if
 the total utilization is smaller or equal than M then the response times of
 the tasks are limited.

 SCHED_DEADLINE can be used to schedule real-time tasks guaranteeing that
 the jobs' deadlines of a task are respected. In order to do this, a task
@@ -245,6 +283,29 @@ CONTENTS
      Concerning the Preemptive Scheduling of Periodic Real-Time tasks on
      One Processor. Real-Time Systems Journal, vol. 4, no. 2, pp 301-324,
      1990.
  7 - S. J. Dhall and C. L. Liu. On a real-time scheduling problem. Operations
      research, vol. 26, no. 1, pp 127-140, 1978.
  8 - T. Baker. Multiprocessor EDF and Deadline Monotonic Schedulability
      Analysis. Proceedings of the 24th IEEE Real-Time Systems Symposium, 2003.
  9 - T. Baker. An Analysis of EDF Schedulability on a Multiprocessor.
      IEEE Transactions on Parallel and Distributed Systems, vol. 16, no. 8,
      pp 760-768, 2005.
  10 - J. Goossens, S. Funk and S. Baruah, Priority-Driven Scheduling of
       Periodic Task Systems on Multiprocessors. Real-Time Systems Journal,
       vol. 25, no. 2–3, pp. 187–205, 2003.
  11 - R. Davis and A. Burns. A Survey of Hard Real-Time Scheduling for
       Multiprocessor Systems. ACM Computing Surveys, vol. 43, no. 4, 2011.
       http://www-users.cs.york.ac.uk/~robdavis/papers/MPSurveyv5.0.pdf
  12 - U. C. Devi and J. H. Anderson. Tardiness Bounds under Global EDF
       Scheduling on a Multiprocessor. Real-Time Systems Journal, vol. 32,
       no. 2, pp 133-189, 2008.
  13 - P. Valente and G. Lipari. An Upper Bound to the Lateness of Soft
       Real-Time Tasks Scheduled by EDF on Multiprocessors. Proceedings of
       the 26th IEEE Real-Time Systems Symposium, 2005.
  14 - J. Erickson, U. Devi and S. Baruah. Improved tardiness bounds for
       Global EDF. Proceedings of the 22nd Euromicro Conference on
       Real-Time Systems, 2010.


4. Bandwidth management
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