Re: [RFC][PATCH] SCHED_EDF scheduling class

From: Claudio Scordino
Date: Wed Sep 23 2009 - 09:22:20 EST


Hi Linus,

Linus Walleij ha scritto:
Hi Raistlin,

it's great fun to see this scheduler materialize, I was present at the
workshop in Kaiserslautern and waited for the code since. What I'm
interested in getting a briefing on right now is what practical use EDF
schedulers have, since I think this is what many people will ask for.

I think actually the answers are the same as when I asked at Meld
(of all places) what HRtimers are actually for. And I I got the non-all
inclusive answer that they're for Flight simulators.
Which is obviously in the domain of automatic control.
http://en.wikipedia.org/wiki/Automatic_control

So one application of HRTimers has been to trigger events in
userspace programs, especially when your dealing with issues
related to automatic control. Automatic control is also
mentioned throughout this patch. (Yes, I know HRtimers
have other great uses also, especially in-kernel, those will
remain.)

I am very interested in if you or someone else
could elaborate on the relation between HRtimers and deadline
scheduling. To my untrained mind it looks like HRtimers will
fire events to your task in a very precise manner, but
you cannot currently guarantee that they will then proceed to
process their target task in time (meet a deadline).

Yes. With HRT you have timing measures with a higher resolution than using normal timers. This means that everything in the system runs more precisely, and latencies are reduced.

However, "how" it runs, depends on the scheduling algorithm, which is the part of the kernel that at any instant chooses which task must be executed. Our scheduling class introduces the chance of ordering tasks execution in a further manner, that is according to the Earliest Deadline First (EDF) algorithm. Therefore, after the patch is applied, a new scheduling policy is available for scheduling tasks. Consider that old policies (sched_fair and sched_rt) still remain, and you are not forced to use EDF ordering. This way, if you don't use EDF tasks, the system still behaves as without our patch.

I'm under the impression that some people currently use
some periodic HRtimers (through either the timerfd_create system
call I guess, or POSIX timer_create(CLOCK_REALTIME_HR...)
timers combined with some SHED_FIFO or so to achieve the same
thing a deadline scheduler would do, but since SCHED_FIFO cannot
really guarantee that this will work, you simply underutilize
the system a bit, add the CONFIG_PREEMPT_RT patch so the
timers are not blocked by things like slow interrupthandlers or
starvation (priority inversion) and then hope for the best. It turns
out to work. You measure on the system and it has the desired
"hard realtime" characteristics.

Let's take a step back. The problem in real-time scheduling is to find an order of scheduling tasks so that each of them meets its deadlines. This way, you get determinism and predictability (i.e., you can trust that your tasks will be executed at the "right" instant of time).
Several scheduling algorithms exist to generate different orders of execution that ensure this property.

In particular, several differences exist between fixed priority and dynamic priority algorithms (like SCHED_EDF). In my opinion, the most relevant is the following one.

Suppose you have a single processor and a set composed by periodic real-time tasks, each one characterized by an amount of execution time ("budget") that must be executed every "period". This way, the deadline for each task is equal to the end of its current period.

The sum of (budget/period) of all tasks is usually called "bandwidth".

Using fixed priority schedulers, you need a quite complicated equation to understand if it is possible to guarantee the deadlines of every task. This equation must be re-computed each time you change a budget or period of some task.
Even worse, depending on the task set, it may happen that the bandwidth must be lower than 100% (sometimes as low as 69%), otherwise you cannot be sure that all tasks will meet their deadline (they might, but you cannot trust).

With EDF, instead, the test is much easier: if the bandwidth is less than 100%, then you are sure that the deadlines will be met. In other words, you can fully exploit processor bandwidth up to 100% being sure that timing constraints of EDF tasks will be guaranteed.

Do people do such things? I haven't seen those applications,
they all tend to be closed-source really. I would assume the
vxWorks/pSOS/etc compatibility wrapper libraries do things
like this, do they not?

Well, ACTORS is an example of an industrial application which needs an EDF scheduler on Linux, isn't it ?

But I've also seen a couple of multimedia applications which needed an EDF scheduler to meet deadlines of periodic tasks and, at the same time, exploit CPU utilization up to 100%.

Regards,

Claudio
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