Loading...
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 | // SPDX-License-Identifier: GPL-2.0-only /* * Historical Service Time * * Keeps a time-weighted exponential moving average of the historical * service time. Estimates future service time based on the historical * service time and the number of outstanding requests. * * Marks paths stale if they have not finished within hst * * num_paths. If a path is stale and unused, we will send a single * request to probe in case the path has improved. This situation * generally arises if the path is so much worse than others that it * will never have the best estimated service time, or if the entire * multipath device is unused. If a path is stale and in use, limit the * number of requests it can receive with the assumption that the path * has become degraded. * * To avoid repeatedly calculating exponents for time weighting, times * are split into HST_WEIGHT_COUNT buckets each (1 >> HST_BUCKET_SHIFT) * ns, and the weighting is pre-calculated. * */ #include "dm.h" #include "dm-path-selector.h" #include <linux/blkdev.h> #include <linux/slab.h> #include <linux/module.h> #define DM_MSG_PREFIX "multipath historical-service-time" #define HST_MIN_IO 1 #define HST_VERSION "0.1.1" #define HST_FIXED_SHIFT 10 /* 10 bits of decimal precision */ #define HST_FIXED_MAX (ULLONG_MAX >> HST_FIXED_SHIFT) #define HST_FIXED_1 (1 << HST_FIXED_SHIFT) #define HST_FIXED_95 972 #define HST_MAX_INFLIGHT HST_FIXED_1 #define HST_BUCKET_SHIFT 24 /* Buckets are ~ 16ms */ #define HST_WEIGHT_COUNT 64ULL struct selector { struct list_head valid_paths; struct list_head failed_paths; int valid_count; spinlock_t lock; unsigned int weights[HST_WEIGHT_COUNT]; unsigned int threshold_multiplier; }; struct path_info { struct list_head list; struct dm_path *path; unsigned int repeat_count; spinlock_t lock; u64 historical_service_time; /* Fixed point */ u64 stale_after; u64 last_finish; u64 outstanding; }; /** * fixed_power - compute: x^n, in O(log n) time * * @x: base of the power * @frac_bits: fractional bits of @x * @n: power to raise @x to. * * By exploiting the relation between the definition of the natural power * function: x^n := x*x*...*x (x multiplied by itself for n times), and * the binary encoding of numbers used by computers: n := \Sum n_i * 2^i, * (where: n_i \elem {0, 1}, the binary vector representing n), * we find: x^n := x^(\Sum n_i * 2^i) := \Prod x^(n_i * 2^i), which is * of course trivially computable in O(log_2 n), the length of our binary * vector. * * (see: kernel/sched/loadavg.c) */ static u64 fixed_power(u64 x, unsigned int frac_bits, unsigned int n) { unsigned long result = 1UL << frac_bits; if (n) { for (;;) { if (n & 1) { result *= x; result += 1UL << (frac_bits - 1); result >>= frac_bits; } n >>= 1; if (!n) break; x *= x; x += 1UL << (frac_bits - 1); x >>= frac_bits; } } return result; } /* * Calculate the next value of an exponential moving average * a_1 = a_0 * e + a * (1 - e) * * @last: [0, ULLONG_MAX >> HST_FIXED_SHIFT] * @next: [0, ULLONG_MAX >> HST_FIXED_SHIFT] * @weight: [0, HST_FIXED_1] * * Note: * To account for multiple periods in the same calculation, * a_n = a_0 * e^n + a * (1 - e^n), * so call fixed_ema(last, next, pow(weight, N)) */ static u64 fixed_ema(u64 last, u64 next, u64 weight) { last *= weight; last += next * (HST_FIXED_1 - weight); last += 1ULL << (HST_FIXED_SHIFT - 1); return last >> HST_FIXED_SHIFT; } static struct selector *alloc_selector(void) { struct selector *s = kmalloc(sizeof(*s), GFP_KERNEL); if (s) { INIT_LIST_HEAD(&s->valid_paths); INIT_LIST_HEAD(&s->failed_paths); spin_lock_init(&s->lock); s->valid_count = 0; } return s; } /* * Get the weight for a given time span. */ static u64 hst_weight(struct path_selector *ps, u64 delta) { struct selector *s = ps->context; int bucket = clamp(delta >> HST_BUCKET_SHIFT, 0ULL, HST_WEIGHT_COUNT - 1); return s->weights[bucket]; } /* * Set up the weights array. * * weights[len-1] = 0 * weights[n] = base ^ (n + 1) */ static void hst_set_weights(struct path_selector *ps, unsigned int base) { struct selector *s = ps->context; int i; if (base >= HST_FIXED_1) return; for (i = 0; i < HST_WEIGHT_COUNT - 1; i++) s->weights[i] = fixed_power(base, HST_FIXED_SHIFT, i + 1); s->weights[HST_WEIGHT_COUNT - 1] = 0; } static int hst_create(struct path_selector *ps, unsigned int argc, char **argv) { struct selector *s; unsigned int base_weight = HST_FIXED_95; unsigned int threshold_multiplier = 0; char dummy; /* * Arguments: [<base_weight> [<threshold_multiplier>]] * <base_weight>: Base weight for ema [0, 1024) 10-bit fixed point. A * value of 0 will completely ignore any history. * If not given, default (HST_FIXED_95) is used. * <threshold_multiplier>: Minimum threshold multiplier for paths to * be considered different. That is, a path is * considered different iff (p1 > N * p2) where p1 * is the path with higher service time. A threshold * of 1 or 0 has no effect. Defaults to 0. */ if (argc > 2) return -EINVAL; if (argc && (sscanf(argv[0], "%u%c", &base_weight, &dummy) != 1 || base_weight >= HST_FIXED_1)) { return -EINVAL; } if (argc > 1 && (sscanf(argv[1], "%u%c", &threshold_multiplier, &dummy) != 1)) { return -EINVAL; } s = alloc_selector(); if (!s) return -ENOMEM; ps->context = s; hst_set_weights(ps, base_weight); s->threshold_multiplier = threshold_multiplier; return 0; } static void free_paths(struct list_head *paths) { struct path_info *pi, *next; list_for_each_entry_safe(pi, next, paths, list) { list_del(&pi->list); kfree(pi); } } static void hst_destroy(struct path_selector *ps) { struct selector *s = ps->context; free_paths(&s->valid_paths); free_paths(&s->failed_paths); kfree(s); ps->context = NULL; } static int hst_status(struct path_selector *ps, struct dm_path *path, status_type_t type, char *result, unsigned int maxlen) { unsigned int sz = 0; struct path_info *pi; if (!path) { struct selector *s = ps->context; DMEMIT("2 %u %u ", s->weights[0], s->threshold_multiplier); } else { pi = path->pscontext; switch (type) { case STATUSTYPE_INFO: DMEMIT("%llu %llu %llu ", pi->historical_service_time, pi->outstanding, pi->stale_after); break; case STATUSTYPE_TABLE: DMEMIT("0 "); break; case STATUSTYPE_IMA: *result = '\0'; break; } } return sz; } static int hst_add_path(struct path_selector *ps, struct dm_path *path, int argc, char **argv, char **error) { struct selector *s = ps->context; struct path_info *pi; unsigned int repeat_count = HST_MIN_IO; char dummy; unsigned long flags; /* * Arguments: [<repeat_count>] * <repeat_count>: The number of I/Os before switching path. * If not given, default (HST_MIN_IO) is used. */ if (argc > 1) { *error = "historical-service-time ps: incorrect number of arguments"; return -EINVAL; } if (argc && (sscanf(argv[0], "%u%c", &repeat_count, &dummy) != 1)) { *error = "historical-service-time ps: invalid repeat count"; return -EINVAL; } /* allocate the path */ pi = kmalloc(sizeof(*pi), GFP_KERNEL); if (!pi) { *error = "historical-service-time ps: Error allocating path context"; return -ENOMEM; } pi->path = path; pi->repeat_count = repeat_count; pi->historical_service_time = HST_FIXED_1; spin_lock_init(&pi->lock); pi->outstanding = 0; pi->stale_after = 0; pi->last_finish = 0; path->pscontext = pi; spin_lock_irqsave(&s->lock, flags); list_add_tail(&pi->list, &s->valid_paths); s->valid_count++; spin_unlock_irqrestore(&s->lock, flags); return 0; } static void hst_fail_path(struct path_selector *ps, struct dm_path *path) { struct selector *s = ps->context; struct path_info *pi = path->pscontext; unsigned long flags; spin_lock_irqsave(&s->lock, flags); list_move(&pi->list, &s->failed_paths); s->valid_count--; spin_unlock_irqrestore(&s->lock, flags); } static int hst_reinstate_path(struct path_selector *ps, struct dm_path *path) { struct selector *s = ps->context; struct path_info *pi = path->pscontext; unsigned long flags; spin_lock_irqsave(&s->lock, flags); list_move_tail(&pi->list, &s->valid_paths); s->valid_count++; spin_unlock_irqrestore(&s->lock, flags); return 0; } static void hst_fill_compare(struct path_info *pi, u64 *hst, u64 *out, u64 *stale) { unsigned long flags; spin_lock_irqsave(&pi->lock, flags); *hst = pi->historical_service_time; *out = pi->outstanding; *stale = pi->stale_after; spin_unlock_irqrestore(&pi->lock, flags); } /* * Compare the estimated service time of 2 paths, pi1 and pi2, * for the incoming I/O. * * Returns: * < 0 : pi1 is better * 0 : no difference between pi1 and pi2 * > 0 : pi2 is better * */ static long long hst_compare(struct path_info *pi1, struct path_info *pi2, u64 time_now, struct path_selector *ps) { struct selector *s = ps->context; u64 hst1, hst2; long long out1, out2, stale1, stale2; int pi2_better, over_threshold; hst_fill_compare(pi1, &hst1, &out1, &stale1); hst_fill_compare(pi2, &hst2, &out2, &stale2); /* Check here if estimated latency for two paths are too similar. * If this is the case, we skip extra calculation and just compare * outstanding requests. In this case, any unloaded paths will * be preferred. */ if (hst1 > hst2) over_threshold = hst1 > (s->threshold_multiplier * hst2); else over_threshold = hst2 > (s->threshold_multiplier * hst1); if (!over_threshold) return out1 - out2; /* * If an unloaded path is stale, choose it. If both paths are unloaded, * choose path that is the most stale. * (If one path is loaded, choose the other) */ if ((!out1 && stale1 < time_now) || (!out2 && stale2 < time_now) || (!out1 && !out2)) return (!out2 * stale1) - (!out1 * stale2); /* Compare estimated service time. If outstanding is the same, we * don't need to multiply */ if (out1 == out2) { pi2_better = hst1 > hst2; } else { /* Potential overflow with out >= 1024 */ if (unlikely(out1 >= HST_MAX_INFLIGHT || out2 >= HST_MAX_INFLIGHT)) { /* If over 1023 in-flights, we may overflow if hst * is at max. (With this shift we still overflow at * 1048576 in-flights, which is high enough). */ hst1 >>= HST_FIXED_SHIFT; hst2 >>= HST_FIXED_SHIFT; } pi2_better = (1 + out1) * hst1 > (1 + out2) * hst2; } /* In the case that the 'winner' is stale, limit to equal usage. */ if (pi2_better) { if (stale2 < time_now) return out1 - out2; return 1; } if (stale1 < time_now) return out1 - out2; return -1; } static struct dm_path *hst_select_path(struct path_selector *ps, size_t nr_bytes) { struct selector *s = ps->context; struct path_info *pi = NULL, *best = NULL; u64 time_now = ktime_get_ns(); struct dm_path *ret = NULL; unsigned long flags; spin_lock_irqsave(&s->lock, flags); if (list_empty(&s->valid_paths)) goto out; list_for_each_entry(pi, &s->valid_paths, list) { if (!best || (hst_compare(pi, best, time_now, ps) < 0)) best = pi; } if (!best) goto out; /* Move last used path to end (least preferred in case of ties) */ list_move_tail(&best->list, &s->valid_paths); ret = best->path; out: spin_unlock_irqrestore(&s->lock, flags); return ret; } static int hst_start_io(struct path_selector *ps, struct dm_path *path, size_t nr_bytes) { struct path_info *pi = path->pscontext; unsigned long flags; spin_lock_irqsave(&pi->lock, flags); pi->outstanding++; spin_unlock_irqrestore(&pi->lock, flags); return 0; } static u64 path_service_time(struct path_info *pi, u64 start_time) { u64 now = ktime_get_ns(); /* if a previous disk request has finished after this IO was * sent to the hardware, pretend the submission happened * serially. */ if (time_after64(pi->last_finish, start_time)) start_time = pi->last_finish; pi->last_finish = now; if (time_before64(now, start_time)) return 0; return now - start_time; } static int hst_end_io(struct path_selector *ps, struct dm_path *path, size_t nr_bytes, u64 start_time) { struct path_info *pi = path->pscontext; struct selector *s = ps->context; unsigned long flags; u64 st; spin_lock_irqsave(&pi->lock, flags); st = path_service_time(pi, start_time); pi->outstanding--; pi->historical_service_time = fixed_ema(pi->historical_service_time, min(st * HST_FIXED_1, HST_FIXED_MAX), hst_weight(ps, st)); /* * On request end, mark path as fresh. If a path hasn't * finished any requests within the fresh period, the estimated * service time is considered too optimistic and we limit the * maximum requests on that path. */ pi->stale_after = pi->last_finish + (s->valid_count * (pi->historical_service_time >> HST_FIXED_SHIFT)); spin_unlock_irqrestore(&pi->lock, flags); return 0; } static struct path_selector_type hst_ps = { .name = "historical-service-time", .module = THIS_MODULE, .features = DM_PS_USE_HR_TIMER, .table_args = 1, .info_args = 3, .create = hst_create, .destroy = hst_destroy, .status = hst_status, .add_path = hst_add_path, .fail_path = hst_fail_path, .reinstate_path = hst_reinstate_path, .select_path = hst_select_path, .start_io = hst_start_io, .end_io = hst_end_io, }; static int __init dm_hst_init(void) { int r = dm_register_path_selector(&hst_ps); if (r < 0) DMERR("register failed %d", r); DMINFO("version " HST_VERSION " loaded"); return r; } static void __exit dm_hst_exit(void) { int r = dm_unregister_path_selector(&hst_ps); if (r < 0) DMERR("unregister failed %d", r); } module_init(dm_hst_init); module_exit(dm_hst_exit); MODULE_DESCRIPTION(DM_NAME " measured service time oriented path selector"); MODULE_AUTHOR("Khazhismel Kumykov <khazhy@google.com>"); MODULE_LICENSE("GPL"); |