freebsd-skq/sys/kern/subr_pidctrl.c
Jeff Roberson 5f8cd1c0bf Add a generic Proportional Integral Derivative (PID) controller algorithm and
use it to regulate page daemon output.

This provides much smoother and more responsive page daemon output, anticipating
demand and avoiding pageout stalls by increasing the number of pages to match
the workload.  This is a reimplementation of work done by myself and mlaier at
Isilon.

Reviewed by:	bsdimp
Tested by:	pho
Sponsored by:	Netflix, Dell/EMC Isilon
Differential Revision:	https://reviews.freebsd.org/D14402
2018-02-23 22:51:51 +00:00

158 lines
5.4 KiB
C

/*-
* SPDX-License-Identifier: BSD-2-Clause-FreeBSD
*
* Copyright (c) 2017, Jeffrey Roberson <jeff@freebsd.org>
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
* 1. Redistributions of source code must retain the above copyright
* notice unmodified, this list of conditions, and the following
* disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR
* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
* OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
* IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT,
* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
* NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
* DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
* THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
* THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#include <sys/cdefs.h>
__FBSDID("$FreeBSD$");
#include <sys/param.h>
#include <sys/kernel.h>
#include <sys/systm.h>
#include <sys/sysctl.h>
#include <sys/pidctrl.h>
void
pidctrl_init(struct pidctrl *pc, int interval, int setpoint, int bound,
int Kpd, int Kid, int Kdd)
{
bzero(pc, sizeof(*pc));
pc->pc_setpoint = setpoint;
pc->pc_interval = interval;
pc->pc_bound = bound * setpoint * Kid;
pc->pc_Kpd = Kpd;
pc->pc_Kid = Kid;
pc->pc_Kdd = Kdd;
}
void
pidctrl_init_sysctl(struct pidctrl *pc, struct sysctl_oid_list *parent)
{
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "error", CTLFLAG_RD,
&pc->pc_error, 0, "Current difference from setpoint value (P)");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "olderror", CTLFLAG_RD,
&pc->pc_olderror, 0, "Error value from last interval");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "integral", CTLFLAG_RD,
&pc->pc_integral, 0, "Accumulated error integral (I)");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "derivative",
CTLFLAG_RD, &pc->pc_derivative, 0, "Error derivative (I)");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "input", CTLFLAG_RD,
&pc->pc_input, 0, "Last controller process variable input");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "output", CTLFLAG_RD,
&pc->pc_output, 0, "Last controller output");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "ticks", CTLFLAG_RD,
&pc->pc_ticks, 0, "Last controler runtime");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "setpoint", CTLFLAG_RW,
&pc->pc_setpoint, 0, "Desired level for process variable");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "interval", CTLFLAG_RD,
&pc->pc_interval, 0, "Interval between calculations (ticks)");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "bound", CTLFLAG_RW,
&pc->pc_bound, 0, "Integral wind-up limit");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "kpd", CTLFLAG_RW,
&pc->pc_Kpd, 0, "Inverse of proportional gain");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "kid", CTLFLAG_RW,
&pc->pc_Kid, 0, "Inverse of integral gain");
SYSCTL_ADD_INT(NULL, parent, OID_AUTO, "kdd", CTLFLAG_RW,
&pc->pc_Kdd, 0, "Inverse of derivative gain");
}
int
pidctrl_classic(struct pidctrl *pc, int input)
{
int output, error;
int Kpd, Kid, Kdd;
error = pc->pc_setpoint - input;
pc->pc_ticks = ticks;
pc->pc_olderror = pc->pc_error;
/* Fetch gains and prevent divide by zero. */
Kpd = MAX(pc->pc_Kpd, 1);
Kid = MAX(pc->pc_Kid, 1);
Kdd = MAX(pc->pc_Kdd, 1);
/* Compute P (proportional error), I (integral), D (derivative) */
pc->pc_error = error;
pc->pc_integral =
MAX(MIN(pc->pc_integral + error, pc->pc_bound), -pc->pc_bound);
pc->pc_derivative = error - pc->pc_olderror;
/* Divide by inverse gain values to produce output. */
output = ((pc->pc_error / pc->pc_Kpd) +
(pc->pc_integral / pc->pc_Kid)) +
(pc->pc_derivative / pc->pc_Kdd);
/* Save for sysctl. */
pc->pc_output = output;
pc->pc_input = input;
return output;
}
int
pidctrl_daemon(struct pidctrl *pc, int input)
{
int output, error;
int Kpd, Kid, Kdd;
error = pc->pc_setpoint - input;
/*
* When ticks expired we reset our variables and start a new
* interval. If we're called multiple times during one interval
* we attempt to report a target as if the entire error came at
* the interval boundary.
*/
if ((u_int)(ticks - pc->pc_ticks) >= pc->pc_interval) {
pc->pc_ticks = ticks;
pc->pc_olderror = pc->pc_error;
pc->pc_output = pc->pc_error = 0;
} else {
error = MAX(error + pc->pc_error, 0);
}
/* Fetch gains and prevent divide by zero. */
Kpd = MAX(pc->pc_Kpd, 1);
Kid = MAX(pc->pc_Kid, 1);
Kdd = MAX(pc->pc_Kdd, 1);
/* Compute P (proportional error), I (integral), D (derivative) */
pc->pc_error = error;
pc->pc_integral =
MAX(MIN(pc->pc_integral + error, pc->pc_bound), 0);
pc->pc_derivative = error - pc->pc_olderror;
/* Divide by inverse gain values to produce output. */
output = ((error / pc->pc_Kpd) +
(pc->pc_integral / pc->pc_Kid)) +
(pc->pc_derivative / pc->pc_Kdd);
output = MAX(output - pc->pc_output, 0);
pc->pc_output += output;
pc->pc_input = input;
return output;
}