58 lines
1.7 KiB
C
58 lines
1.7 KiB
C
|
/*
|
||
|
|
* lib/average.c
|
||
|
|
*
|
||
|
|
* This source code is licensed under the GNU General Public License,
|
||
|
|
* Version 2. See the file COPYING for more details.
|
||
|
|
*/
|
||
|
|
|
||
|
|
#include <linux/module.h>
|
||
|
|
#include <linux/average.h>
|
||
|
|
#include <linux/bug.h>
|
||
|
|
|
||
|
|
/**
|
||
|
|
* DOC: Exponentially Weighted Moving Average (EWMA)
|
||
|
|
*
|
||
|
|
* These are generic functions for calculating Exponentially Weighted Moving
|
||
|
|
* Averages (EWMA). We keep a structure with the EWMA parameters and a scaled
|
||
|
|
* up internal representation of the average value to prevent rounding errors.
|
||
|
|
* The factor for scaling up and the exponential weight (or decay rate) have to
|
||
|
|
* be specified thru the init fuction. The structure should not be accessed
|
||
|
|
* directly but only thru the helper functions.
|
||
|
|
*/
|
||
|
|
|
||
|
|
/**
|
||
|
|
* ewma_init() - Initialize EWMA parameters
|
||
|
|
* @avg: Average structure
|
||
|
|
* @factor: Factor to use for the scaled up internal value. The maximum value
|
||
|
|
* of averages can be ULONG_MAX/(factor*weight).
|
||
|
|
* @weight: Exponential weight, or decay rate. This defines how fast the
|
||
|
|
* influence of older values decreases. Has to be bigger than 1.
|
||
|
|
*
|
||
|
|
* Initialize the EWMA parameters for a given struct ewma @avg.
|
||
|
|
*/
|
||
|
|
void ewma_init(struct ewma *avg, unsigned long factor, unsigned long weight)
|
||
|
|
{
|
||
|
|
WARN_ON(weight <= 1 || factor == 0);
|
||
|
|
avg->internal = 0;
|
||
|
|
avg->weight = weight;
|
||
|
|
avg->factor = factor;
|
||
|
|
}
|
||
|
|
EXPORT_SYMBOL(ewma_init);
|
||
|
|
|
||
|
|
/**
|
||
|
|
* ewma_add() - Exponentially weighted moving average (EWMA)
|
||
|
|
* @avg: Average structure
|
||
|
|
* @val: Current value
|
||
|
|
*
|
||
|
|
* Add a sample to the average.
|
||
|
|
*/
|
||
|
|
struct ewma *ewma_add(struct ewma *avg, unsigned long val)
|
||
|
|
{
|
||
|
|
avg->internal = avg->internal ?
|
||
|
|
(((avg->internal * (avg->weight - 1)) +
|
||
|
|
(val * avg->factor)) / avg->weight) :
|
||
|
|
(val * avg->factor);
|
||
|
|
return avg;
|
||
|
|
}
|
||
|
|
EXPORT_SYMBOL(ewma_add);
|