xref: /OK3568_Linux_fs/kernel/net/dccp/ccids/lib/tfrc_equation.c (revision 4882a59341e53eb6f0b4789bf948001014eff981)

// SPDX-License-Identifier: GPL-2.0-or-later
/*
 *  Copyright (c) 2005 The University of Waikato, Hamilton, New Zealand.
 *  Copyright (c) 2005 Ian McDonald <ian.mcdonald@jandi.co.nz>
 *  Copyright (c) 2005 Arnaldo Carvalho de Melo <acme@conectiva.com.br>
 *  Copyright (c) 2003 Nils-Erik Mattsson, Joacim Haggmark, Magnus Erixzon
 */

#include <linux/module.h>
#include "../../dccp.h"
#include "tfrc.h"

#define TFRC_CALC_X_ARRSIZE 500
#define TFRC_CALC_X_SPLIT   50000	/* 0.05 * 1000000, details below */
#define TFRC_SMALLEST_P	    (TFRC_CALC_X_SPLIT/TFRC_CALC_X_ARRSIZE)

/*
  TFRC TCP Reno Throughput Equation Lookup Table for f(p)

  The following two-column lookup table implements a part of the TCP throughput
  equation from [RFC 3448, sec. 3.1]:

				     s
  X_calc  =  --------------------------------------------------------------
	     R * sqrt(2*b*p/3) + (3 * t_RTO * sqrt(3*b*p/8) * (p + 32*p^3))

  Where:
	X      is the transmit rate in bytes/second
	s      is the packet size in bytes
	R      is the round trip time in seconds
	p      is the loss event rate, between 0 and 1.0, of the number of loss
		      events as a fraction of the number of packets transmitted
	t_RTO  is the TCP retransmission timeout value in seconds
	b      is the number of packets acknowledged by a single TCP ACK

  We can assume that b = 1 and t_RTO is 4 * R. The equation now becomes:

				     s
  X_calc  =  -------------------------------------------------------
	     R * sqrt(p*2/3) + (12 * R * sqrt(p*3/8) * (p + 32*p^3))

  which we can break down into:

		      s
	X_calc  =  ---------
		    R * f(p)

  where f(p) is given for 0 < p <= 1 by:

	f(p)  =  sqrt(2*p/3) + 12 * sqrt(3*p/8) *  (p + 32*p^3)

  Since this is kernel code, floating-point arithmetic is avoided in favour of
  integer arithmetic. This means that nearly all fractional parameters are
  scaled by 1000000:
    * the parameters p and R
    * the return result f(p)
  The lookup table therefore actually tabulates the following function g(q):

	g(q)  =  1000000 * f(q/1000000)

  Hence, when p <= 1, q must be less than or equal to 1000000. To achieve finer
  granularity for the practically more relevant case of small values of p (up to
  5%), the second column is used; the first one ranges up to 100%.  This split
  corresponds to the value of q = TFRC_CALC_X_SPLIT. At the same time this also
  determines the smallest resolution possible with this lookup table:

    TFRC_SMALLEST_P   =  TFRC_CALC_X_SPLIT / TFRC_CALC_X_ARRSIZE

  The entire table is generated by:
    for(i=0; i < TFRC_CALC_X_ARRSIZE; i++) {
	lookup[i][0]  =  g((i+1) * 1000000/TFRC_CALC_X_ARRSIZE);
	lookup[i][1]  =  g((i+1) * TFRC_CALC_X_SPLIT/TFRC_CALC_X_ARRSIZE);
    }

  With the given configuration, we have, with M = TFRC_CALC_X_ARRSIZE-1,
    lookup[0][0]  =  g(1000000/(M+1))		= 1000000 * f(0.2%)
    lookup[M][0]  =  g(1000000)			= 1000000 * f(100%)
    lookup[0][1]  =  g(TFRC_SMALLEST_P)		= 1000000 * f(0.01%)
    lookup[M][1]  =  g(TFRC_CALC_X_SPLIT)	= 1000000 * f(5%)

  In summary, the two columns represent f(p) for the following ranges:
    * The first column is for   0.002  <= p <= 1.0
    * The second column is for  0.0001 <= p <= 0.05
  Where the columns overlap, the second (finer-grained) is given preference,
  i.e. the first column is used only for p >= 0.05.
 */
static const u32 tfrc_calc_x_lookup[TFRC_CALC_X_ARRSIZE][2] = {
	{     37172,   8172 },
	{     53499,  11567 },
	{     66664,  14180 },
	{     78298,  16388 },
	{     89021,  18339 },
	{     99147,  20108 },
	{    108858,  21738 },
	{    118273,  23260 },
	{    127474,  24693 },
	{    136520,  26052 },
	{    145456,  27348 },
	{    154316,  28589 },
	{    163130,  29783 },
	{    171919,  30935 },
	{    180704,  32049 },
	{    189502,  33130 },
	{    198328,  34180 },
	{    207194,  35202 },
	{    216114,  36198 },
	{    225097,  37172 },
	{    234153,  38123 },
	{    243294,  39055 },
	{    252527,  39968 },
	{    261861,  40864 },
	{    271305,  41743 },
	{    280866,  42607 },
	{    290553,  43457 },
	{    300372,  44293 },
	{    310333,  45117 },
	{    320441,  45929 },
	{    330705,  46729 },
	{    341131,  47518 },
	{    351728,  48297 },
	{    362501,  49066 },
	{    373460,  49826 },
	{    384609,  50577 },
	{    395958,  51320 },
	{    407513,  52054 },
	{    419281,  52780 },
	{    431270,  53499 },
	{    443487,  54211 },
	{    455940,  54916 },
	{    468635,  55614 },
	{    481581,  56306 },
	{    494785,  56991 },
	{    508254,  57671 },
	{    521996,  58345 },
	{    536019,  59014 },
	{    550331,  59677 },
	{    564939,  60335 },
	{    579851,  60988 },
	{    595075,  61636 },
	{    610619,  62279 },
	{    626491,  62918 },
	{    642700,  63553 },
	{    659253,  64183 },
	{    676158,  64809 },
	{    693424,  65431 },
	{    711060,  66050 },
	{    729073,  66664 },
	{    747472,  67275 },
	{    766266,  67882 },
	{    785464,  68486 },
	{    805073,  69087 },
	{    825103,  69684 },
	{    845562,  70278 },
	{    866460,  70868 },
	{    887805,  71456 },
	{    909606,  72041 },
	{    931873,  72623 },
	{    954614,  73202 },
	{    977839,  73778 },
	{   1001557,  74352 },
	{   1025777,  74923 },
	{   1050508,  75492 },
	{   1075761,  76058 },
	{   1101544,  76621 },
	{   1127867,  77183 },
	{   1154739,  77741 },
	{   1182172,  78298 },
	{   1210173,  78852 },
	{   1238753,  79405 },
	{   1267922,  79955 },
	{   1297689,  80503 },
	{   1328066,  81049 },
	{   1359060,  81593 },
	{   1390684,  82135 },
	{   1422947,  82675 },
	{   1455859,  83213 },
	{   1489430,  83750 },
	{   1523671,  84284 },
	{   1558593,  84817 },
	{   1594205,  85348 },
	{   1630518,  85878 },
	{   1667543,  86406 },
	{   1705290,  86932 },
	{   1743770,  87457 },
	{   1782994,  87980 },
	{   1822973,  88501 },
	{   1863717,  89021 },
	{   1905237,  89540 },
	{   1947545,  90057 },
	{   1990650,  90573 },
	{   2034566,  91087 },
	{   2079301,  91600 },
	{   2124869,  92111 },
	{   2171279,  92622 },
	{   2218543,  93131 },
	{   2266673,  93639 },
	{   2315680,  94145 },
	{   2365575,  94650 },
	{   2416371,  95154 },
	{   2468077,  95657 },
	{   2520707,  96159 },
	{   2574271,  96660 },
	{   2628782,  97159 },
	{   2684250,  97658 },
	{   2740689,  98155 },
	{   2798110,  98651 },
	{   2856524,  99147 },
	{   2915944,  99641 },
	{   2976382, 100134 },
	{   3037850, 100626 },
	{   3100360, 101117 },
	{   3163924, 101608 },
	{   3228554, 102097 },
	{   3294263, 102586 },
	{   3361063, 103073 },
	{   3428966, 103560 },
	{   3497984, 104045 },
	{   3568131, 104530 },
	{   3639419, 105014 },
	{   3711860, 105498 },
	{   3785467, 105980 },
	{   3860253, 106462 },
	{   3936229, 106942 },
	{   4013410, 107422 },
	{   4091808, 107902 },
	{   4171435, 108380 },
	{   4252306, 108858 },
	{   4334431, 109335 },
	{   4417825, 109811 },
	{   4502501, 110287 },
	{   4588472, 110762 },
	{   4675750, 111236 },
	{   4764349, 111709 },
	{   4854283, 112182 },
	{   4945564, 112654 },
	{   5038206, 113126 },
	{   5132223, 113597 },
	{   5227627, 114067 },
	{   5324432, 114537 },
	{   5422652, 115006 },
	{   5522299, 115474 },
	{   5623389, 115942 },
	{   5725934, 116409 },
	{   5829948, 116876 },
	{   5935446, 117342 },
	{   6042439, 117808 },
	{   6150943, 118273 },
	{   6260972, 118738 },
	{   6372538, 119202 },
	{   6485657, 119665 },
	{   6600342, 120128 },
	{   6716607, 120591 },
	{   6834467, 121053 },
	{   6953935, 121514 },
	{   7075025, 121976 },
	{   7197752, 122436 },
	{   7322131, 122896 },
	{   7448175, 123356 },
	{   7575898, 123815 },
	{   7705316, 124274 },
	{   7836442, 124733 },
	{   7969291, 125191 },
	{   8103877, 125648 },
	{   8240216, 126105 },
	{   8378321, 126562 },
	{   8518208, 127018 },
	{   8659890, 127474 },
	{   8803384, 127930 },
	{   8948702, 128385 },
	{   9095861, 128840 },
	{   9244875, 129294 },
	{   9395760, 129748 },
	{   9548529, 130202 },
	{   9703198, 130655 },
	{   9859782, 131108 },
	{  10018296, 131561 },
	{  10178755, 132014 },
	{  10341174, 132466 },
	{  10505569, 132917 },
	{  10671954, 133369 },
	{  10840345, 133820 },
	{  11010757, 134271 },
	{  11183206, 134721 },
	{  11357706, 135171 },
	{  11534274, 135621 },
	{  11712924, 136071 },
	{  11893673, 136520 },
	{  12076536, 136969 },
	{  12261527, 137418 },
	{  12448664, 137867 },
	{  12637961, 138315 },
	{  12829435, 138763 },
	{  13023101, 139211 },
	{  13218974, 139658 },
	{  13417071, 140106 },
	{  13617407, 140553 },
	{  13819999, 140999 },
	{  14024862, 141446 },
	{  14232012, 141892 },
	{  14441465, 142339 },
	{  14653238, 142785 },
	{  14867346, 143230 },
	{  15083805, 143676 },
	{  15302632, 144121 },
	{  15523842, 144566 },
	{  15747453, 145011 },
	{  15973479, 145456 },
	{  16201939, 145900 },
	{  16432847, 146345 },
	{  16666221, 146789 },
	{  16902076, 147233 },
	{  17140429, 147677 },
	{  17381297, 148121 },
	{  17624696, 148564 },
	{  17870643, 149007 },
	{  18119154, 149451 },
	{  18370247, 149894 },
	{  18623936, 150336 },
	{  18880241, 150779 },
	{  19139176, 151222 },
	{  19400759, 151664 },
	{  19665007, 152107 },
	{  19931936, 152549 },
	{  20201564, 152991 },
	{  20473907, 153433 },
	{  20748982, 153875 },
	{  21026807, 154316 },
	{  21307399, 154758 },
	{  21590773, 155199 },
	{  21876949, 155641 },
	{  22165941, 156082 },
	{  22457769, 156523 },
	{  22752449, 156964 },
	{  23049999, 157405 },
	{  23350435, 157846 },
	{  23653774, 158287 },
	{  23960036, 158727 },
	{  24269236, 159168 },
	{  24581392, 159608 },
	{  24896521, 160049 },
	{  25214642, 160489 },
	{  25535772, 160929 },
	{  25859927, 161370 },
	{  26187127, 161810 },
	{  26517388, 162250 },
	{  26850728, 162690 },
	{  27187165, 163130 },
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	{  28215234, 164449 },
	{  28564236, 164889 },
	{  28916423, 165328 },
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	{  29630428, 166208 },
	{  29992281, 166647 },
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	{  31472452, 168405 },
	{  31850774, 168844 },
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	{  32617482, 169723 },
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	{  34999428, 172358 },
	{  35408544, 172797 },
	{  35821174, 173237 },
	{  36237335, 173676 },
	{  36657047, 174115 },
	{  37080329, 174554 },
	{  37507197, 174993 },
	{  37937673, 175433 },
	{  38371773, 175872 },
	{  38809517, 176311 },
	{  39250924, 176750 },
	{  39696012, 177190 },
	{  40144800, 177629 },
	{  40597308, 178068 },
	{  41053553, 178507 },
	{  41513554, 178947 },
	{  41977332, 179386 },
	{  42444904, 179825 },
	{  42916290, 180265 },
	{  43391509, 180704 },
	{  43870579, 181144 },
	{  44353520, 181583 },
	{  44840352, 182023 },
	{  45331092, 182462 },
	{  45825761, 182902 },
	{  46324378, 183342 },
	{  46826961, 183781 },
	{  47333531, 184221 },
	{  47844106, 184661 },
	{  48358706, 185101 },
	{  48877350, 185541 },
	{  49400058, 185981 },
	{  49926849, 186421 },
	{  50457743, 186861 },
	{  50992759, 187301 },
	{  51531916, 187741 },
	{  52075235, 188181 },
	{  52622735, 188622 },
	{  53174435, 189062 },
	{  53730355, 189502 },
	{  54290515, 189943 },
	{  54854935, 190383 },
	{  55423634, 190824 },
	{  55996633, 191265 },
	{  56573950, 191706 },
	{  57155606, 192146 },
	{  57741621, 192587 },
	{  58332014, 193028 },
	{  58926806, 193470 },
	{  59526017, 193911 },
	{  60129666, 194352 },
	{  60737774, 194793 },
	{  61350361, 195235 },
	{  61967446, 195677 },
	{  62589050, 196118 },
	{  63215194, 196560 },
	{  63845897, 197002 },
	{  64481179, 197444 },
	{  65121061, 197886 },
	{  65765563, 198328 },
	{  66414705, 198770 },
	{  67068508, 199213 },
	{  67726992, 199655 },
	{  68390177, 200098 },
	{  69058085, 200540 },
	{  69730735, 200983 },
	{  70408147, 201426 },
	{  71090343, 201869 },
	{  71777343, 202312 },
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	{  74573795, 204086 },
	{  75285124, 204529 },
	{  76001380, 204973 },
	{  76722586, 205417 },
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	{  85770640, 210755 },
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	{ 214588312, 262800 },
	{ 216116586, 263270 },
	{ 217652696, 263741 },
	{ 219196666, 264211 },
	{ 220748520, 264682 },
	{ 222308282, 265153 },
	{ 223875978, 265625 },
	{ 225451630, 266097 },
	{ 227035265, 266569 },
	{ 228626905, 267041 },
	{ 230226576, 267514 },
	{ 231834302, 267986 },
	{ 233450107, 268460 },
	{ 235074016, 268933 },
	{ 236706054, 269407 },
	{ 238346244, 269881 },
	{ 239994613, 270355 },
	{ 241651183, 270830 },
	{ 243315981, 271305 }
};

/* return largest index i such that fval <= lookup[i][small] */
static inline u32 tfrc_binsearch(u32 fval, u8 small)
{
	u32 try, low = 0, high = TFRC_CALC_X_ARRSIZE - 1;

	while (low < high) {
		try = (low + high) / 2;
		if (fval <= tfrc_calc_x_lookup[try][small])
			high = try;
		else
			low  = try + 1;
	}
	return high;
}

/**
 * tfrc_calc_x - Calculate the send rate as per section 3.1 of RFC3448
 * @s: packet size          in bytes
 * @R: RTT                  scaled by 1000000   (i.e., microseconds)
 * @p: loss ratio estimate  scaled by 1000000
 *
 * Returns X_calc           in bytes per second (not scaled).
 */
u32 tfrc_calc_x(u16 s, u32 R, u32 p)
{
	u16 index;
	u32 f;
	u64 result;

	/* check against invalid parameters and divide-by-zero   */
	BUG_ON(p >  1000000);		/* p must not exceed 100%   */
	BUG_ON(p == 0);			/* f(0) = 0, divide by zero */
	if (R == 0) {			/* possible  divide by zero */
		DCCP_CRIT("WARNING: RTT is 0, returning maximum X_calc.");
		return ~0U;
	}

	if (p <= TFRC_CALC_X_SPLIT)		{     /* 0.0000 < p <= 0.05   */
		if (p < TFRC_SMALLEST_P) {	      /* 0.0000 < p <  0.0001 */
			DCCP_WARN("Value of p (%d) below resolution. "
				  "Substituting %d\n", p, TFRC_SMALLEST_P);
			index = 0;
		} else				      /* 0.0001 <= p <= 0.05  */
			index =  p/TFRC_SMALLEST_P - 1;

		f = tfrc_calc_x_lookup[index][1];

	} else {				      /* 0.05   <  p <= 1.00  */
		index = p/(1000000/TFRC_CALC_X_ARRSIZE) - 1;

		f = tfrc_calc_x_lookup[index][0];
	}

	/*
	 * Compute X = s/(R*f(p)) in bytes per second.
	 * Since f(p) and R are both scaled by 1000000, we need to multiply by
	 * 1000000^2. To avoid overflow, the result is computed in two stages.
	 * This works under almost all reasonable operational conditions, for a
	 * wide range of parameters. Yet, should some strange combination of
	 * parameters result in overflow, the use of scaled_div32 will catch
	 * this and return UINT_MAX - which is a logically adequate consequence.
	 */
	result = scaled_div(s, R);
	return scaled_div32(result, f);
}

/**
 *  tfrc_calc_x_reverse_lookup  -  try to find p given f(p)
 *  @fvalue: function value to match, scaled by 1000000
 *
 *  Returns closest match for p, also scaled by 1000000
 */
u32 tfrc_calc_x_reverse_lookup(u32 fvalue)
{
	int index;

	if (fvalue == 0)	/* f(p) = 0  whenever  p = 0 */
		return 0;

	/* Error cases. */
	if (fvalue < tfrc_calc_x_lookup[0][1]) {
		DCCP_WARN("fvalue %u smaller than resolution\n", fvalue);
		return TFRC_SMALLEST_P;
	}
	if (fvalue > tfrc_calc_x_lookup[TFRC_CALC_X_ARRSIZE - 1][0]) {
		DCCP_WARN("fvalue %u exceeds bounds!\n", fvalue);
		return 1000000;
	}

	if (fvalue <= tfrc_calc_x_lookup[TFRC_CALC_X_ARRSIZE - 1][1]) {
		index = tfrc_binsearch(fvalue, 1);
		return (index + 1) * TFRC_CALC_X_SPLIT / TFRC_CALC_X_ARRSIZE;
	}

	/* else ... it must be in the coarse-grained column */
	index = tfrc_binsearch(fvalue, 0);
	return (index + 1) * 1000000 / TFRC_CALC_X_ARRSIZE;
}

/**
 * tfrc_invert_loss_event_rate  -  Compute p so that 10^6 corresponds to 100%
 * When @loss_event_rate is large, there is a chance that p is truncated to 0.
 * To avoid re-entering slow-start in that case, we set p = TFRC_SMALLEST_P > 0.
 */
u32 tfrc_invert_loss_event_rate(u32 loss_event_rate)
{
	if (loss_event_rate == UINT_MAX)		/* see RFC 4342, 8.5 */
		return 0;
	if (unlikely(loss_event_rate == 0))		/* map 1/0 into 100% */
		return 1000000;
	return max_t(u32, scaled_div(1, loss_event_rate), TFRC_SMALLEST_P);
}