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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 | Read the Fscking Papers! This document describes RCU-related publications, and is followed by the corresponding bibtex entries. A number of the publications may be found at http://www.rdrop.com/users/paulmck/RCU/. For others, browsers and search engines will usually find what you are looking for. The first thing resembling RCU was published in 1980, when Kung and Lehman [Kung80] recommended use of a garbage collector to defer destruction of nodes in a parallel binary search tree in order to simplify its implementation. This works well in environments that have garbage collectors, but most production garbage collectors incur significant overhead. In 1982, Manber and Ladner [Manber82,Manber84] recommended deferring destruction until all threads running at that time have terminated, again for a parallel binary search tree. This approach works well in systems with short-lived threads, such as the K42 research operating system. However, Linux has long-lived tasks, so more is needed. In 1986, Hennessy, Osisek, and Seigh [Hennessy89] introduced passive serialization, which is an RCU-like mechanism that relies on the presence of "quiescent states" in the VM/XA hypervisor that are guaranteed not to be referencing the data structure. However, this mechanism was not optimized for modern computer systems, which is not surprising given that these overheads were not so expensive in the mid-80s. Nonetheless, passive serialization appears to be the first deferred-destruction mechanism to be used in production. Furthermore, the relevant patent has lapsed, so this approach may be used in non-GPL software, if desired. (In contrast, implementation of RCU is permitted only in software licensed under either GPL or LGPL. Sorry!!!) In 1987, Rashid et al. described lazy TLB-flush [RichardRashid87a]. At first glance, this has nothing to do with RCU, but nevertheless this paper helped inspire the update-side batching used in the later RCU implementation in DYNIX/ptx. In 1988, Barbara Liskov published a description of Argus that noted that use of out-of-date values can be tolerated in some situations. Thus, this paper provides some early theoretical justification for use of stale data. In 1990, Pugh [Pugh90] noted that explicitly tracking which threads were reading a given data structure permitted deferred free to operate in the presence of non-terminating threads. However, this explicit tracking imposes significant read-side overhead, which is undesirable in read-mostly situations. This algorithm does take pains to avoid write-side contention and parallelize the other write-side overheads by providing a fine-grained locking design, however, it would be interesting to see how much of the performance advantage reported in 1990 remains today. At about this same time, Andrews [Andrews91textbook] described ``chaotic relaxation'', where the normal barriers between successive iterations of convergent numerical algorithms are relaxed, so that iteration $n$ might use data from iteration $n-1$ or even $n-2$. This introduces error, which typically slows convergence and thus increases the number of iterations required. However, this increase is sometimes more than made up for by a reduction in the number of expensive barrier operations, which are otherwise required to synchronize the threads at the end of each iteration. Unfortunately, chaotic relaxation requires highly structured data, such as the matrices used in scientific programs, and is thus inapplicable to most data structures in operating-system kernels. In 1992, Henry (now Alexia) Massalin completed a dissertation advising parallel programmers to defer processing when feasible to simplify synchronization [HMassalinPhD]. RCU makes extremely heavy use of this advice. In 1993, Jacobson [Jacobson93] verbally described what is perhaps the simplest deferred-free technique: simply waiting a fixed amount of time before freeing blocks awaiting deferred free. Jacobson did not describe any write-side changes he might have made in this work using SGI's Irix kernel. Aju John published a similar technique in 1995 [AjuJohn95]. This works well if there is a well-defined upper bound on the length of time that reading threads can hold references, as there might well be in hard real-time systems. However, if this time is exceeded, perhaps due to preemption, excessive interrupts, or larger-than-anticipated load, memory corruption can ensue, with no reasonable means of diagnosis. Jacobson's technique is therefore inappropriate for use in production operating-system kernels, except when such kernels can provide hard real-time response guarantees for all operations. Also in 1995, Pu et al. [Pu95a] applied a technique similar to that of Pugh's read-side-tracking to permit replugging of algorithms within a commercial Unix operating system. However, this replugging permitted only a single reader at a time. The following year, this same group of researchers extended their technique to allow for multiple readers [Cowan96a]. Their approach requires memory barriers (and thus pipeline stalls), but reduces memory latency, contention, and locking overheads. 1995 also saw the first publication of DYNIX/ptx's RCU mechanism [Slingwine95], which was optimized for modern CPU architectures, and was successfully applied to a number of situations within the DYNIX/ptx kernel. The corresponding conference paper appeared in 1998 [McKenney98]. In 1999, the Tornado and K42 groups described their "generations" mechanism, which is quite similar to RCU [Gamsa99]. These operating systems made pervasive use of RCU in place of "existence locks", which greatly simplifies locking hierarchies and helps avoid deadlocks. The year 2000 saw an email exchange that would likely have led to yet another independent invention of something like RCU [RustyRussell2000a,RustyRussell2000b]. Instead, 2001 saw the first RCU presentation involving Linux [McKenney01a] at OLS. The resulting abundance of RCU patches was presented the following year [McKenney02a], and use of RCU in dcache was first described that same year [Linder02a]. Also in 2002, Michael [Michael02b,Michael02a] presented "hazard-pointer" techniques that defer the destruction of data structures to simplify non-blocking synchronization (wait-free synchronization, lock-free synchronization, and obstruction-free synchronization are all examples of non-blocking synchronization). The corresponding journal article appeared in 2004 [MagedMichael04a]. This technique eliminates locking, reduces contention, reduces memory latency for readers, and parallelizes pipeline stalls and memory latency for writers. However, these techniques still impose significant read-side overhead in the form of memory barriers. Researchers at Sun worked along similar lines in the same timeframe [HerlihyLM02]. These techniques can be thought of as inside-out reference counts, where the count is represented by the number of hazard pointers referencing a given data structure rather than the more conventional counter field within the data structure itself. The key advantage of inside-out reference counts is that they can be stored in immortal variables, thus allowing races between access and deletion to be avoided. By the same token, RCU can be thought of as a "bulk reference count", where some form of reference counter covers all reference by a given CPU or thread during a set timeframe. This timeframe is related to, but not necessarily exactly the same as, an RCU grace period. In classic RCU, the reference counter is the per-CPU bit in the "bitmask" field, and each such bit covers all references that might have been made by the corresponding CPU during the prior grace period. Of course, RCU can be thought of in other terms as well. In 2003, the K42 group described how RCU could be used to create hot-pluggable implementations of operating-system functions [Appavoo03a]. Later that year saw a paper describing an RCU implementation of System V IPC [Arcangeli03] (following up on a suggestion by Hugh Dickins [Dickins02a] and an implementation by Mingming Cao [MingmingCao2002IPCRCU]), and an introduction to RCU in Linux Journal [McKenney03a]. 2004 has seen a Linux-Journal article on use of RCU in dcache [McKenney04a], a performance comparison of locking to RCU on several different CPUs [McKenney04b], a dissertation describing use of RCU in a number of operating-system kernels [PaulEdwardMcKenneyPhD], a paper describing how to make RCU safe for soft-realtime applications [Sarma04c], and a paper describing SELinux performance with RCU [JamesMorris04b]. 2005 brought further adaptation of RCU to realtime use, permitting preemption of RCU realtime critical sections [PaulMcKenney05a, PaulMcKenney05b]. 2006 saw the first best-paper award for an RCU paper [ThomasEHart2006a], as well as further work on efficient implementations of preemptible RCU [PaulEMcKenney2006b], but priority-boosting of RCU read-side critical sections proved elusive. An RCU implementation permitting general blocking in read-side critical sections appeared [PaulEMcKenney2006c], Robert Olsson described an RCU-protected trie-hash combination [RobertOlsson2006a]. 2007 saw the journal version of the award-winning RCU paper from 2006 [ThomasEHart2007a], as well as a paper demonstrating use of Promela and Spin to mechanically verify an optimization to Oleg Nesterov's QRCU [PaulEMcKenney2007QRCUspin], a design document describing preemptible RCU [PaulEMcKenney2007PreemptibleRCU], and the three-part LWN "What is RCU?" series [PaulEMcKenney2007WhatIsRCUFundamentally, PaulEMcKenney2008WhatIsRCUUsage, and PaulEMcKenney2008WhatIsRCUAPI]. 2008 saw a journal paper on real-time RCU [DinakarGuniguntala2008IBMSysJ], a history of how Linux changed RCU more than RCU changed Linux [PaulEMcKenney2008RCUOSR], and a design overview of hierarchical RCU [PaulEMcKenney2008HierarchicalRCU]. 2009 introduced user-level RCU algorithms [PaulEMcKenney2009MaliciousURCU], which Mathieu Desnoyers is now maintaining [MathieuDesnoyers2009URCU] [MathieuDesnoyersPhD]. TINY_RCU [PaulEMcKenney2009BloatWatchRCU] made its appearance, as did expedited RCU [PaulEMcKenney2009expeditedRCU]. The problem of resizable RCU-protected hash tables may now be on a path to a solution [JoshTriplett2009RPHash]. A few academic researchers are now using RCU to solve their parallel problems [HariKannan2009DynamicAnalysisRCU]. 2010 produced a simpler preemptible-RCU implementation based on TREE_RCU [PaulEMcKenney2010SimpleOptRCU], lockdep-RCU [PaulEMcKenney2010LockdepRCU], another resizable RCU-protected hash table [HerbertXu2010RCUResizeHash] (this one consuming more memory, but allowing arbitrary changes in hash function, as required for DoS avoidance in the networking code), realization of the 2009 RCU-protected hash table with atomic node move [JoshTriplett2010RPHash], an update on the RCU API [PaulEMcKenney2010RCUAPI]. 2011 marked the inclusion of Nick Piggin's fully lockless dentry search [LinusTorvalds2011Linux2:6:38:rc1:NPigginVFS], an RCU-protected red-black tree using software transactional memory to protect concurrent updates (strange, but true!) [PhilHoward2011RCUTMRBTree], yet another variant of RCU-protected resizable hash tables [Triplett:2011:RPHash], the 3.0 RCU trainwreck [PaulEMcKenney2011RCU3.0trainwreck], and Neil Brown's "Meet the Lockers" LWN article [NeilBrown2011MeetTheLockers]. Some academic work looked at debugging uses of RCU [Seyster:2011:RFA:2075416.2075425]. In 2012, Josh Triplett received his Ph.D. with his dissertation covering RCU-protected resizable hash tables and the relationship between memory barriers and read-side traversal order: If the updater is making changes in the opposite direction from the read-side traversal order, the updater need only execute a memory-barrier instruction, but if in the same direction, the updater needs to wait for a grace period between the individual updates [JoshTriplettPhD]. Also in 2012, after seventeen years of attempts, an RCU paper made it into a top-flight academic journal, IEEE Transactions on Parallel and Distributed Systems [MathieuDesnoyers2012URCU]. A group of researchers in Spain applied user-level RCU to crowd simulation [GuillermoVigueras2012RCUCrowd], and another group of researchers in Europe produced a formal description of RCU based on separation logic [AlexeyGotsman2012VerifyGraceExtended], which was published in the 2013 European Symposium on Programming [AlexeyGotsman2013ESOPRCU]. Bibtex Entries @article{Kung80 ,author="H. T. Kung and Q. Lehman" ,title="Concurrent Manipulation of Binary Search Trees" ,Year="1980" ,Month="September" ,journal="ACM Transactions on Database Systems" ,volume="5" ,number="3" ,pages="354-382" ,annotation={ Use garbage collector to clean up data after everyone is done with it. . Oldest use of something vaguely resembling RCU that I have found. http://portal.acm.org/citation.cfm?id=320619&dl=GUIDE, [Viewed December 3, 2007] } } @techreport{Manber82 ,author="Udi Manber and Richard E. Ladner" ,title="Concurrency Control in a Dynamic Search Structure" ,institution="Department of Computer Science, University of Washington" ,address="Seattle, Washington" ,year="1982" ,number="82-01-01" ,month="January" ,pages="28" ,annotation={ . Superseded by Manber84. . Describes concurrent AVL tree implementation. Uses a garbage-collection mechanism to handle concurrent use and deletion of nodes in the tree, but lacks the summary-of-execution-history concept of read-copy locking. . Keeps full list of processes that were active when a given node was to be deleted, and waits until all such processes have -terminated- before allowing this node to be reused. This is not described in great detail -- one could imagine using process IDs for this if the ID space was large enough that overlapping never occurred. . This restriction makes this algorithm unsuitable for use in systems comprised of long-lived processes. It also produces completely unacceptable overhead in systems with large numbers of processes. Finally, it is specific to AVL trees. . Cites Kung80, so not an independent invention, but the first RCU-like usage that does not rely on an automatic garbage collector. } } @article{Manber84 ,author="Udi Manber and Richard E. Ladner" ,title="Concurrency Control in a Dynamic Search Structure" ,Year="1984" ,Month="September" ,journal="ACM Transactions on Database Systems" ,volume="9" ,number="3" ,pages="439-455" ,annotation={ Describes concurrent AVL tree implementation. Uses a garbage-collection mechanism to handle concurrent use and deletion of nodes in the tree, but lacks the summary-of-execution-history concept of read-copy locking. . Keeps full list of processes that were active when a given node was to be deleted, and waits until all such processes have -terminated- before allowing this node to be reused. This is not described in great detail -- one could imagine using process IDs for this if the ID space was large enough that overlapping never occurred. . This restriction makes this algorithm unsuitable for use in systems comprised of long-lived processes. It also produces completely unacceptable overhead in systems with large numbers of processes. Finally, it is specific to AVL trees. } } @Conference{RichardRashid87a ,Author="Richard Rashid and Avadis Tevanian and Michael Young and David Golub and Robert Baron and David Black and William Bolosky and Jonathan Chew" ,Title="Machine-Independent Virtual Memory Management for Paged Uniprocessor and Multiprocessor Architectures" ,Booktitle="{2\textsuperscript{nd} Symposium on Architectural Support for Programming Languages and Operating Systems}" ,Publisher="Association for Computing Machinery" ,Month="October" ,Year="1987" ,pages="31-39" ,Address="Palo Alto, CA" ,note="Available: \url{http://www.cse.ucsc.edu/~randal/221/rashid-machvm.pdf} [Viewed February 17, 2005]" ,annotation={ Describes lazy TLB flush, where one waits for each CPU to pass through a scheduling-clock interrupt before reusing a given range of virtual address. Does not describe how one determines that all CPUs have in fact taken such an interrupt, though there are no shortage of straightforward methods for accomplishing this. . Note that it does not make sense to just wait a fixed amount of time, since a given CPU might have interrupts disabled for an extended amount of time. } } @article{BarbaraLiskov1988ArgusCACM ,author = {Barbara Liskov} ,title = {Distributed programming in {Argus}} ,journal = {Commun. ACM} ,volume = {31} ,number = {3} ,year = {1988} ,issn = {0001-0782} ,pages = {300--312} ,doi = {http://doi.acm.org/10.1145/42392.42399} ,publisher = {ACM} ,address = {New York, NY, USA} ,annotation={ At the top of page 307: "Conflicts with deposits and withdrawals are necessary if the reported total is to be up to date. They could be avoided by having total return a sum that is slightly out of date." Relies on semantics -- approximate numerical values sometimes OK. } } @techreport{Hennessy89 ,author="James P. Hennessy and Damian L. Osisek and Joseph W. {Seigh II}" ,title="Passive Serialization in a Multitasking Environment" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="1989" ,number="US Patent 4,809,168 (lapsed)" ,month="February" ,pages="11" } @techreport{Pugh90 ,author="William Pugh" ,title="Concurrent Maintenance of Skip Lists" ,institution="Institute of Advanced Computer Science Studies, Department of Computer Science, University of Maryland" ,address="College Park, Maryland" ,year="1990" ,number="CS-TR-2222.1" ,month="June" ,annotation={ Concurrent access to skip lists. Has both weak and strong search. Uses concept of ``garbage queue'', but has no real way of cleaning the garbage efficiently. . Appears to be an independent invention of an RCU-like mechanism. } } # Was Adams91, see also syncrefs.bib. @Book{Andrews91textbook ,Author="Gregory R. Andrews" ,title="Concurrent Programming, Principles, and Practices" ,Publisher="Benjamin Cummins" ,Year="1991" ,annotation={ Has a few paragraphs describing ``chaotic relaxation'', a numerical analysis technique that allows multiprocessors to avoid synchronization overhead by using possibly-stale data. . Seems like this is descended from yet another independent invention of RCU-like function -- but this is restricted in that reclamation is not necessary. } } @phdthesis{HMassalinPhD ,author="H. Massalin" ,title="Synthesis: An Efficient Implementation of Fundamental Operating System Services" ,school="Columbia University" ,address="New York, NY" ,year="1992" ,annotation={ Mondo optimizing compiler. Wait-free stuff. Good advice: defer work to avoid synchronization. See page 90 (PDF page 106), Section 5.4, fourth bullet point. } } @unpublished{Jacobson93 ,author="Van Jacobson" ,title="Avoid Read-Side Locking Via Delayed Free" ,year="1993" ,month="September" ,note="private communication" ,annotation={ Use fixed time delay to approximate grace period. Very simple, but subject to random memory corruption under heavy load. . Independent invention of RCU-like mechanism. } } @Conference{AjuJohn95 ,Author="Aju John" ,Title="Dynamic vnodes -- Design and Implementation" ,Booktitle="{USENIX Winter 1995}" ,Publisher="USENIX Association" ,Month="January" ,Year="1995" ,pages="11-23" ,Address="New Orleans, LA" ,note="Available: \url{https://www.usenix.org/publications/library/proceedings/neworl/full_papers/john.a} [Viewed October 1, 2010]" ,annotation={ Age vnodes out of the cache, and have a fixed time set by a kernel parameter. Not clear that all races were in fact correctly handled. Used a 20-minute time by default, which would most definitely not be suitable during DoS attacks or virus scans. . Apparently independent invention of RCU-like mechanism. } } @conference{Pu95a ,Author = "Calton Pu and Tito Autrey and Andrew Black and Charles Consel and Crispin Cowan and Jon Inouye and Lakshmi Kethana and Jonathan Walpole and Ke Zhang" ,Title = "Optimistic Incremental Specialization: Streamlining a Commercial ,Operating System" ,Booktitle = "15\textsuperscript{th} ACM Symposium on ,Operating Systems Principles (SOSP'95)" ,address = "Copper Mountain, CO" ,month="December" ,year="1995" ,pages="314-321" ,annotation={ Uses a replugger, but with a flag to signal when people are using the resource at hand. Only one reader at a time. } } @conference{Cowan96a ,Author = "Crispin Cowan and Tito Autrey and Charles Krasic and ,Calton Pu and Jonathan Walpole" ,Title = "Fast Concurrent Dynamic Linking for an Adaptive Operating System" ,Booktitle = "International Conference on Configurable Distributed Systems (ICCDS'96)" ,address = "Annapolis, MD" ,month="May" ,year="1996" ,pages="108" ,isbn="0-8186-7395-8" ,annotation={ Uses a replugger, but with a counter to signal when people are using the resource at hand. Allows multiple readers. } } @techreport{Slingwine95 ,author="John D. Slingwine and Paul E. McKenney" ,title="Apparatus and Method for Achieving Reduced Overhead Mutual Exclusion and Maintaining Coherency in a Multiprocessor System Utilizing Execution History and Thread Monitoring" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="1995" ,number="US Patent 5,442,758" ,month="August" ,annotation={ Describes the parallel RCU infrastructure. Includes NUMA aspect (structure of bitmap can reflect bus structure of computer system). . Another independent invention of an RCU-like mechanism, but the "real" RCU this time! } } @techreport{Slingwine97 ,author="John D. Slingwine and Paul E. McKenney" ,title="Method for Maintaining Data Coherency Using Thread Activity Summaries in a Multicomputer System" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="1997" ,number="US Patent 5,608,893" ,month="March" ,pages="19" ,annotation={ Describes use of RCU to synchronize data between a pair of SMP/NUMA computer systems. } } @techreport{Slingwine98 ,author="John D. Slingwine and Paul E. McKenney" ,title="Apparatus and Method for Achieving Reduced Overhead Mutual Exclusion and Maintaining Coherency in a Multiprocessor System Utilizing Execution History and Thread Monitoring" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="1998" ,number="US Patent 5,727,209" ,month="March" ,annotation={ Describes doing an atomic update by copying the data item and then substituting it into the data structure. } } @Conference{McKenney98 ,Author="Paul E. McKenney and John D. Slingwine" ,Title="Read-Copy Update: Using Execution History to Solve Concurrency Problems" ,Booktitle="{Parallel and Distributed Computing and Systems}" ,Month="October" ,Year="1998" ,pages="509-518" ,Address="Las Vegas, NV" ,annotation={ Describes and analyzes RCU mechanism in DYNIX/ptx. Describes application to linked list update and log-buffer flushing. Defines 'quiescent state'. Includes both measured and analytic evaluation. http://www.rdrop.com/users/paulmck/RCU/rclockpdcsproof.pdf [Viewed December 3, 2007] } } @Conference{Gamsa99 ,Author="Ben Gamsa and Orran Krieger and Jonathan Appavoo and Michael Stumm" ,Title="Tornado: Maximizing Locality and Concurrency in a Shared Memory Multiprocessor Operating System" ,Booktitle="{Proceedings of the 3\textsuperscript{rd} Symposium on Operating System Design and Implementation}" ,Month="February" ,Year="1999" ,pages="87-100" ,Address="New Orleans, LA" ,annotation={ Use of RCU-like facility in K42/Tornado. Another independent invention of RCU. See especially pages 7-9 (Section 5). http://www.usenix.org/events/osdi99/full_papers/gamsa/gamsa.pdf [Viewed August 30, 2006] } } @unpublished{RustyRussell2000a ,Author="Rusty Russell" ,Title="Re: modular net drivers" ,month="June" ,year="2000" ,day="23" ,note="Available: \url{http://oss.sgi.com/projects/netdev/archive/2000-06/msg00250.html} [Viewed April 10, 2006]" ,annotation={ Proto-RCU proposal from Phil Rumpf and Rusty Russell. Yet another independent invention of RCU. Outline of algorithm to unload modules... . Appeared on net-dev mailing list. } } @unpublished{RustyRussell2000b ,Author="Rusty Russell" ,Title="Re: modular net drivers" ,month="June" ,year="2000" ,day="24" ,note="Available: \url{http://oss.sgi.com/projects/netdev/archive/2000-06/msg00254.html} [Viewed April 10, 2006]" ,annotation={ Proto-RCU proposal from Phil Rumpf and Rusty Russell. . Appeared on net-dev mailing list. } } @unpublished{McKenney01b ,Author="Paul E. McKenney and Dipankar Sarma" ,Title="Read-Copy Update Mutual Exclusion in {Linux}" ,month="February" ,year="2001" ,note="Available: \url{http://lse.sourceforge.net/locking/rcu/rcupdate_doc.html} [Viewed October 18, 2004]" ,annotation={ Prototypical Linux documentation for RCU. } } @techreport{Slingwine01 ,author="John D. Slingwine and Paul E. McKenney" ,title="Apparatus and Method for Achieving Reduced Overhead Mutual Exclusion and Maintaining Coherency in a Multiprocessor System Utilizing Execution History and Thread Monitoring" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="2001" ,number="US Patent 6,219,690" ,month="April" ,annotation={ 'Change in mode' aspect of RCU. Can be thought of as a lazy barrier. } } @Conference{McKenney01a ,Author="Paul E. McKenney and Jonathan Appavoo and Andi Kleen and Orran Krieger and Rusty Russell and Dipankar Sarma and Maneesh Soni" ,Title="Read-Copy Update" ,Booktitle="{Ottawa Linux Symposium}" ,Month="July" ,Year="2001" ,note="Available: \url{http://www.linuxsymposium.org/2001/abstracts/readcopy.php} \url{http://www.rdrop.com/users/paulmck/RCU/rclock_OLS.2001.05.01c.pdf} [Viewed June 23, 2004]" ,annotation={ Described RCU, and presented some patches implementing and using it in the Linux kernel. } } @unpublished{McKenney01f ,Author="Paul E. McKenney" ,Title="{RFC:} patch to allow lock-free traversal of lists with insertion" ,month="October" ,year="2001" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=100259266316456&w=2} [Viewed June 23, 2004]" ,annotation={ Memory-barrier and Alpha thread. 100 messages, not too bad... } } @unpublished{Spraul01 ,Author="Manfred Spraul" ,Title="Re: {RFC:} patch to allow lock-free traversal of lists with insertion" ,month="October" ,year="2001" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=100264675012867&w=2} [Viewed June 23, 2004]" ,annotation={ Suggested burying memory barriers in Linux's list-manipulation primitives. } } @unpublished{LinusTorvalds2001a ,Author="Linus Torvalds" ,Title="{Re:} {[Lse-tech]} {Re:} {RFC:} patch to allow lock-free traversal of lists with insertion" ,month="October" ,year="2001" ,note="Available: \url{https://lore.kernel.org/r/Pine.LNX.4.33.0110131015410.8707-100000@penguin.transmeta.com} [Viewed August 21, 2004]" ,annotation={ } } @unpublished{Blanchard02a ,Author="Anton Blanchard" ,Title="some RCU dcache and ratcache results" ,month="March" ,year="2002" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=101637107412972&w=2} [Viewed October 18, 2004]" } @conference{Michael02b ,author="Maged M. Michael" ,title="High Performance Dynamic Lock-Free Hash Tables and List-Based Sets" ,Year="2002" ,Month="August" ,booktitle="{Proceedings of the 14\textsuperscript{th} Annual ACM Symposium on Parallel Algorithms and Architecture}" ,pages="73-82" ,annotation={ Like the title says... } } @Conference{Linder02a ,Author="Hanna Linder and Dipankar Sarma and Maneesh Soni" ,Title="Scalability of the Directory Entry Cache" ,Booktitle="{Ottawa Linux Symposium}" ,Month="June" ,Year="2002" ,pages="289-300" ,annotation={ Measured scalability of Linux 2.4 kernel's directory-entry cache (dcache), and measured some scalability enhancements. } } @Conference{McKenney02a ,Author="Paul E. McKenney and Dipankar Sarma and Andrea Arcangeli and Andi Kleen and Orran Krieger and Rusty Russell" ,Title="Read-Copy Update" ,Booktitle="{Ottawa Linux Symposium}" ,Month="June" ,Year="2002" ,pages="338-367" ,note="Available: \url{http://www.linux.org.uk/~ajh/ols2002_proceedings.pdf.gz} [Viewed June 23, 2004]" ,annotation={ Presented and compared a number of RCU implementations for the Linux kernel. } } @unpublished{Sarma02a ,Author="Dipankar Sarma" ,Title="specweb99: dcache scalability results" ,month="July" ,year="2002" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=102645767914212&w=2} [Viewed June 23, 2004]" ,annotation={ Compare fastwalk and RCU for dcache. RCU won. } } @unpublished{Barbieri02 ,Author="Luca Barbieri" ,Title="Re: {[PATCH]} Initial support for struct {vfs\_cred}" ,month="August" ,year="2002" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=103082050621241&w=2} [Viewed: June 23, 2004]" ,annotation={ Suggested RCU for vfs\_shared\_cred. } } @conference{Michael02a ,author="Maged M. Michael" ,title="Safe Memory Reclamation for Dynamic Lock-Free Objects Using Atomic Reads and Writes" ,Year="2002" ,Month="August" ,booktitle="{Proceedings of the 21\textsuperscript{st} Annual ACM Symposium on Principles of Distributed Computing}" ,pages="21-30" ,annotation={ Each thread keeps an array of pointers to items that it is currently referencing. Sort of an inside-out garbage collection mechanism, but one that requires the accessing code to explicitly state its needs. Also requires read-side memory barriers on most architectures. } } @unpublished{Dickins02a ,author="Hugh Dickins" ,title="Use RCU for System-V IPC" ,year="2002" ,month="October" ,note="private communication" } @InProceedings{HerlihyLM02 ,author={Maurice Herlihy and Victor Luchangco and Mark Moir} ,title="The Repeat Offender Problem: A Mechanism for Supporting Dynamic-Sized, Lock-Free Data Structures" ,booktitle={Proceedings of 16\textsuperscript{th} International Symposium on Distributed Computing} ,year=2002 ,month="October" ,pages="339-353" } @unpublished{Sarma02b ,Author="Dipankar Sarma" ,Title="Some dcache\_rcu benchmark numbers" ,month="October" ,year="2002" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=103462075416638&w=2} [Viewed June 23, 2004]" ,annotation={ Performance of dcache RCU on kernbench for 16x NUMA-Q and 1x, 2x, and 4x systems. RCU does no harm, and helps on 16x. } } @unpublished{MingmingCao2002IPCRCU ,Author="Mingming Cao" ,Title="[PATCH]updated ipc lock patch" ,month="October" ,year="2002" ,note="Available: \url{https://lore.kernel.org/r/3DB86B05.447E7410@us.ibm.com} [Viewed February 15, 2014]" ,annotation={ Mingming Cao's patch to introduce RCU to SysV IPC. } } @unpublished{LinusTorvalds2003a ,Author="Linus Torvalds" ,Title="Re: {[PATCH]} small fixes in brlock.h" ,month="March" ,year="2003" ,note="Available: \url{https://lore.kernel.org/r/Pine.LNX.4.44.0303091831560.2129-100000@home.transmeta.com} [Viewed March 13, 2006]" ,annotation={ Linus suggests replacing brlock with RCU and/or seqlocks: . 'It's entirely possible that the current user could be replaced by RCU and/or seqlocks, and we could get rid of brlocks entirely.' . Stephen Hemminger responds by replacing them with RCU. } } @article{Appavoo03a ,author="J. Appavoo and K. Hui and C. A. N. Soules and R. W. Wisniewski and D. M. {Da Silva} and O. Krieger and M. A. Auslander and D. J. Edelsohn and B. Gamsa and G. R. Ganger and P. McKenney and M. Ostrowski and B. Rosenburg and M. Stumm and J. Xenidis" ,title="Enabling Autonomic Behavior in Systems Software With Hot Swapping" ,Year="2003" ,Month="January" ,journal="IBM Systems Journal" ,volume="42" ,number="1" ,pages="60-76" ,annotation={ Use of RCU to enable hot-swapping for autonomic behavior in K42. } } @unpublished{Seigh03 ,author="Joseph W. {Seigh II}" ,title="Read Copy Update" ,Year="2003" ,Month="March" ,note="email correspondence" ,annotation={ Described the relationship of the VM/XA passive serialization to RCU. } } @Conference{Arcangeli03 ,Author="Andrea Arcangeli and Mingming Cao and Paul E. McKenney and Dipankar Sarma" ,Title="Using Read-Copy Update Techniques for {System V IPC} in the {Linux} 2.5 Kernel" ,Booktitle="Proceedings of the 2003 USENIX Annual Technical Conference (FREENIX Track)" ,Publisher="USENIX Association" ,year="2003" ,month="June" ,pages="297-310" ,annotation={ Compared updated RCU implementations for the Linux kernel, and described System V IPC use of RCU, including order-of-magnitude performance improvements. http://www.rdrop.com/users/paulmck/RCU/rcu.FREENIX.2003.06.14.pdf } } @Conference{Soules03a ,Author="Craig A. N. Soules and Jonathan Appavoo and Kevin Hui and Dilma {Da Silva} and Gregory R. Ganger and Orran Krieger and Michael Stumm and Robert W. Wisniewski and Marc Auslander and Michal Ostrowski and Bryan Rosenburg and Jimi Xenidis" ,Title="System Support for Online Reconfiguration" ,Booktitle="Proceedings of the 2003 USENIX Annual Technical Conference" ,Publisher="USENIX Association" ,year="2003" ,month="June" ,pages="141-154" } @article{McKenney03a ,author="Paul E. McKenney" ,title="Using {RCU} in the {Linux} 2.5 Kernel" ,Year="2003" ,Month="October" ,journal="Linux Journal" ,volume="1" ,number="114" ,pages="18-26" ,note="Available: \url{http://www.linuxjournal.com/article/6993} [Viewed November 14, 2007]" ,annotation={ Reader-friendly intro to RCU, with the infamous old-man-and-brat cartoon. } } @unpublished{Sarma03a ,Author="Dipankar Sarma" ,Title="RCU low latency patches" ,month="December" ,year="2003" ,note="Message ID: 20031222180114.GA2248@in.ibm.com" ,annotation={ dipankar/ct.2004.03.27/RCUll.2003.12.22.patch } } @techreport{Friedberg03a ,author="Stuart A. Friedberg" ,title="Lock-Free Wild Card Search Data Structure and Method" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="2003" ,number="US Patent 6,662,184" ,month="December" ,pages="112" ,annotation={ Applies RCU to a wildcard-search Patricia tree in order to permit synchronization-free lookup. RCU is used to retain removed nodes for a grace period before freeing them. } } @article{McKenney04a ,author="Paul E. McKenney and Dipankar Sarma and Maneesh Soni" ,title="Scaling dcache with {RCU}" ,Year="2004" ,Month="January" ,journal="Linux Journal" ,volume="1" ,number="118" ,pages="38-46" ,annotation={ Reader friendly intro to dcache and RCU. http://www.linuxjournal.com/node/7124 [Viewed December 26, 2010] } } @Conference{McKenney04b ,Author="Paul E. McKenney" ,Title="{RCU} vs. Locking Performance on Different {CPUs}" ,Booktitle="{linux.conf.au}" ,Month="January" ,Year="2004" ,Address="Adelaide, Australia" ,note="Available: \url{http://www.linux.org.au/conf/2004/abstracts.html#90} \url{http://www.rdrop.com/users/paulmck/RCU/lockperf.2004.01.17a.pdf} [Viewed June 23, 2004]" ,annotation={ Compares performance of RCU to that of other locking primitives over a number of CPUs (x86, Opteron, Itanium, and PPC). } } @unpublished{Sarma04a ,Author="Dipankar Sarma" ,Title="{[PATCH]} {RCU} for low latency (experimental)" ,month="March" ,year="2004" ,note="\url{http://marc.theaimsgroup.com/?l=linux-kernel&m=108003746402892&w=2}" ,annotation={ Head of thread: dipankar/2004.03.23/rcu-low-lat.1.patch } } @unpublished{Sarma04b ,Author="Dipankar Sarma" ,Title="Re: {[PATCH]} {RCU} for low latency (experimental)" ,month="March" ,year="2004" ,note="\url{http://marc.theaimsgroup.com/?l=linux-kernel&m=108016474829546&w=2}" ,annotation={ dipankar/rcuth.2004.03.24/rcu-throttle.patch } } @unpublished{Spraul04a ,Author="Manfred Spraul" ,Title="[RFC] 0/5 rcu lock update" ,month="May" ,year="2004" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=108546407726602&w=2} [Viewed June 23, 2004]" ,annotation={ Hierarchical-bitmap patch for RCU infrastructure. } } @unpublished{Steiner04a ,Author="Jack Steiner" ,Title="Re: [Lse-tech] [RFC, PATCH] 1/5 rcu lock update: Add per-cpu batch counter" ,month="May" ,year="2004" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=108551764515332&w=2} [Viewed June 23, 2004]" ,annotation={ RCU runs reasonably on a 512-CPU SGI using Manfred Spraul's patches, which may be found at: https://lore.kernel.org/r/40AC9823.6020709@colorfullife.com (split vars into cachelines) https://lore.kernel.org/r/Pine.LNX.4.44.0405222141260.11106-100000@dbl.q-ag.de (cpu_quiet() patch) https://lore.kernel.org/r/200405250535.i4P5ZJo8017583@dbl.q-ag.de (0/5) https://lore.kernel.org/r/200405250535.i4P5ZKAQ017591@dbl.q-ag.de (1/5) https://lore.kernel.org/r/20040525203215.GB5127@sgi.com (works for Jack) https://lore.kernel.org/r/200405250535.i4P5ZLiR017599@dbl.q-ag.de (2/5) https://lore.kernel.org/r/200405250535.i4P5ZMFt017607@dbl.q-ag.de (3/5) https://lore.kernel.org/r/200405250535.i4P5ZN6g017615@dbl.q-ag.de (4/5) https://lore.kernel.org/r/200405250535.i4P5ZO7I017623@dbl.q-ag.de (5/5) } } @Conference{Sarma04c ,Author="Dipankar Sarma and Paul E. McKenney" ,Title="Making {RCU} Safe for Deep Sub-Millisecond Response Realtime Applications" ,Booktitle="Proceedings of the 2004 USENIX Annual Technical Conference (FREENIX Track)" ,Publisher="USENIX Association" ,year="2004" ,month="June" ,pages="182-191" ,annotation={ Describes and compares a number of modifications to the Linux RCU implementation that make it friendly to realtime applications. https://www.usenix.org/conference/2004-usenix-annual-technical-conference/making-rcu-safe-deep-sub-millisecond-response [Viewed July 26, 2012] } } @article{MagedMichael04a ,author="Maged M. Michael" ,title="Hazard Pointers: Safe Memory Reclamation for Lock-Free Objects" ,Year="2004" ,Month="June" ,journal="IEEE Transactions on Parallel and Distributed Systems" ,volume="15" ,number="6" ,pages="491-504" ,url="Available: \url{http://www.research.ibm.com/people/m/michael/ieeetpds-2004.pdf} [Viewed March 1, 2005]" ,annotation={ New canonical hazard-pointer citation. } } @phdthesis{PaulEdwardMcKenneyPhD ,author="Paul E. McKenney" ,title="Exploiting Deferred Destruction: An Analysis of Read-Copy-Update Techniques in Operating System Kernels" ,school="OGI School of Science and Engineering at Oregon Health and Sciences University" ,year="2004" ,annotation={ Describes RCU implementations and presents design patterns corresponding to common uses of RCU in several operating-system kernels. http://www.rdrop.com/users/paulmck/RCU/RCUdissertation.2004.07.14e1.pdf [Viewed October 15, 2004] } } @unpublished{PaulEMcKenney2004rcu:dereference ,Author="Dipankar Sarma" ,Title="{Re: RCU : Abstracted RCU dereferencing [5/5]}" ,month="August" ,year="2004" ,note="Available: \url{https://lore.kernel.org/r/20040807192424.GF3936@in.ibm.com} [Viewed June 8, 2010]" ,annotation={ Introduce rcu_dereference(). } } @unpublished{JimHouston04a ,Author="Jim Houston" ,Title="{[RFC\&PATCH] Alternative {RCU} implementation}" ,month="August" ,year="2004" ,note="Available: \url{https://lore.kernel.org/r/1093873222.984.12.camel@new.localdomain} [Viewed February 17, 2005]" ,annotation={ Uses active code in rcu_read_lock() and rcu_read_unlock() to make RCU happen, allowing RCU to function on CPUs that do not receive a scheduling-clock interrupt. } } @unpublished{TomHart04a ,Author="Thomas E. Hart" ,Title="Master's Thesis: Applying Lock-free Techniques to the {Linux} Kernel" ,month="October" ,year="2004" ,note="Available: \url{http://www.cs.toronto.edu/~tomhart/masters_thesis.html} [Viewed October 15, 2004]" ,annotation={ Proposes comparing RCU to lock-free methods for the Linux kernel. } } @unpublished{Vaddagiri04a ,Author="Srivatsa Vaddagiri" ,Title="Subject: [RFC] Use RCU for tcp\_ehash lookup" ,month="October" ,year="2004" ,note="Available: \url{http://marc.theaimsgroup.com/?t=109395731700004&r=1&w=2} [Viewed October 18, 2004]" ,annotation={ Srivatsa's RCU patch for tcp_ehash lookup. } } @unpublished{Thirumalai04a ,Author="Ravikiran Thirumalai" ,Title="Subject: [patchset] Lockfree fd lookup 0 of 5" ,month="October" ,year="2004" ,note="Available: \url{http://marc.theaimsgroup.com/?t=109144217400003&r=1&w=2} [Viewed October 18, 2004]" ,annotation={ Ravikiran's lockfree FD patch. } } @unpublished{Thirumalai04b ,Author="Ravikiran Thirumalai" ,Title="Subject: Re: [patchset] Lockfree fd lookup 0 of 5" ,month="October" ,year="2004" ,note="Available: \url{http://marc.theaimsgroup.com/?l=linux-kernel&m=109152521410459&w=2} [Viewed October 18, 2004]" ,annotation={ Ravikiran's lockfree FD patch. } } @unpublished{PaulEMcKenney2004rcu:assign:pointer ,Author="Paul E. McKenney" ,Title="{[PATCH 1/3] RCU: \url{rcu_assign_pointer()} removal of memory barriers}" ,month="October" ,year="2004" ,note="Available: \url{https://lore.kernel.org/r/20041023202723.GA1930@us.ibm.com} [Viewed June 8, 2010]" ,annotation={ Introduce rcu_assign_pointer(). } } @unpublished{JamesMorris04a ,Author="James Morris" ,Title="{[PATCH 2/3] SELinux} scalability - convert {AVC} to {RCU}" ,day="15" ,month="November" ,year="2004" ,note="\url{http://marc.theaimsgroup.com/?l=linux-kernel&m=110054979416004&w=2}" ,annotation={ James Morris posts Kaigai Kohei's patch to LKML. [Viewed December 10, 2004] Kaigai's patch is at https://lore.kernel.org/r/200409271057.i8RAvcA1007873@mailsv.bs1.fc.nec.co.jp } } @unpublished{JamesMorris04b ,Author="James Morris" ,Title="Recent Developments in {SELinux} Kernel Performance" ,month="December" ,year="2004" ,note="Available: \url{http://www.livejournal.com/users/james_morris/2153.html} [Viewed December 10, 2004]" ,annotation={ RCU helps SELinux performance. ;-) Made LWN. } } @unpublished{PaulMcKenney2005RCUSemantics ,Author="Paul E. McKenney and Jonathan Walpole" ,Title="{RCU} Semantics: A First Attempt" ,month="January" ,year="2005" ,day="30" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/rcu-semantics.2005.01.30a.pdf} [Viewed December 6, 2009]" ,annotation={ Early derivation of RCU semantics. } } @unpublished{PaulMcKenney2005e ,Author="Paul E. McKenney" ,Title="Real-Time Preemption and {RCU}" ,month="March" ,year="2005" ,day="17" ,note="Available: \url{https://lore.kernel.org/r/20050318002026.GA2693@us.ibm.com} [Viewed September 5, 2005]" ,annotation={ First posting showing how RCU can be safely adapted for preemptible RCU read side critical sections. } } @unpublished{EsbenNeilsen2005a ,Author="Esben Neilsen" ,Title="Re: Real-Time Preemption and {RCU}" ,month="March" ,year="2005" ,day="18" ,note="Available: \url{https://lore.kernel.org/r/Pine.OSF.4.05.10503181336310.2466-100000@da410.phys.au.dk} [Viewed March 30, 2006]" ,annotation={ Esben Neilsen suggests read-side suppression of grace-period processing for crude-but-workable realtime RCU. The downside is indefinite grace periods... But this is OK for experimentation and testing. } } @unpublished{TomHart05a ,Author="Thomas E. Hart and Paul E. McKenney and Angela Demke Brown" ,Title="Efficient Memory Reclamation is Necessary for Fast Lock-Free Data Structures" ,month="March" ,year="2005" ,note="Available: \url{ftp://ftp.cs.toronto.edu/csrg-technical-reports/515/} [Viewed March 4, 2005]" ,annotation={ Comparison of RCU, QBSR, and EBSR. RCU wins for read-mostly workloads. ;-) } } @unpublished{JonCorbet2005DeprecateSyncKernel ,Author="Jonathan Corbet" ,Title="API change: synchronize_kernel() deprecated" ,month="May" ,day="3" ,year="2005" ,note="Available: \url{http://lwn.net/Articles/134484/} [Viewed May 3, 2005]" ,annotation={ Jon Corbet describes deprecation of synchronize_kernel() in favor of synchronize_rcu() and synchronize_sched(). } } @unpublished{PaulMcKenney05a ,Author="Paul E. McKenney" ,Title="{[RFC]} {RCU} and {CONFIG\_PREEMPT\_RT} progress" ,month="May" ,year="2005" ,note="Available: \url{https://lore.kernel.org/r/20050510012444.GA3011@us.ibm.com} [Viewed May 13, 2005]" ,annotation={ First publication of working lock-based deferred free patches for the CONFIG_PREEMPT_RT environment. } } @conference{PaulMcKenney05b ,Author="Paul E. McKenney and Dipankar Sarma" ,Title="Towards Hard Realtime Response from the {Linux} Kernel on {SMP} Hardware" ,Booktitle="linux.conf.au 2005" ,month="April" ,year="2005" ,address="Canberra, Australia" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/realtimeRCU.2005.04.23a.pdf} [Viewed May 13, 2005]" ,annotation={ Realtime turns into making RCU yet more realtime friendly. http://lca2005.linux.org.au/Papers/Paul%20McKenney/Towards%20Hard%20Realtime%20Response%20from%20the%20Linux%20Kernel/LKS.2005.04.22a.pdf } } @unpublished{PaulEMcKenneyHomePage ,Author="Paul E. McKenney" ,Title="{Paul} {E.} {McKenney}" ,month="May" ,year="2005" ,note="Available: \url{http://www.rdrop.com/users/paulmck/} [Viewed May 25, 2005]" ,annotation={ Paul McKenney's home page. } } @unpublished{PaulEMcKenneyRCUPage ,Author="Paul E. McKenney" ,Title="Read-Copy Update {(RCU)}" ,month="May" ,year="2005" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU} [Viewed May 25, 2005]" ,annotation={ Paul McKenney's RCU page. } } @unpublished{JosephSeigh2005a ,Author="Joseph Seigh" ,Title="{RCU}+{SMR} (hazard pointers)" ,month="July" ,year="2005" ,note="Personal communication" ,annotation={ Joe Seigh announcing his atomic-ptr-plus project. http://sourceforge.net/projects/atomic-ptr-plus/ } } @unpublished{JosephSeigh2005b ,Author="Joseph Seigh" ,Title="Lock-free synchronization primitives" ,month="July" ,day="6" ,year="2005" ,note="Available: \url{http://sourceforge.net/projects/atomic-ptr-plus/} [Viewed August 8, 2005]" ,annotation={ Joe Seigh's atomic-ptr-plus project. } } @unpublished{PaulMcKenney2005c ,Author="Paul E.McKenney" ,Title="{[RFC,PATCH] RCU} and {CONFIG\_PREEMPT\_RT} sane patch" ,month="August" ,day="1" ,year="2005" ,note="Available: \url{https://lore.kernel.org/r/20050801171137.GA1754@us.ibm.com} [Viewed March 14, 2006]" ,annotation={ First operating counter-based realtime RCU patch posted to LKML. } } @unpublished{PaulMcKenney2005d ,Author="Paul E. McKenney" ,Title="Re: [Fwd: Re: [patch] Real-Time Preemption, -RT-2.6.13-rc4-V0.7.52-01]" ,month="August" ,day="8" ,year="2005" ,note="Available: \url{https://lore.kernel.org/r/20050808144216.GA1307@us.ibm.com} [Viewed March 14, 2006]" ,annotation={ First operating counter-based realtime RCU patch posted to LKML, but fixed so that various unusual combinations of configuration parameters all function properly. } } @unpublished{PaulMcKenney2005rcutorture ,Author="Paul E. McKenney" ,Title="{[PATCH]} {RCU} torture testing" ,month="October" ,day="1" ,year="2005" ,note="Available: \url{https://lore.kernel.org/r/20051001182056.GA1613@us.ibm.com} [Viewed March 14, 2006]" ,annotation={ First rcutorture patch. } } @unpublished{DavidSMiller2006HashedLocking ,Author="David S. Miller" ,Title="Re: [{PATCH}, {RFC}] {RCU} : {OOM} avoidance and lower latency" ,month="January" ,day="6" ,year="2006" ,note="Available: \url{https://lore.kernel.org/r/20060106.231054.43576567.davem@davemloft.net} [Viewed February 29, 2012]" ,annotation={ David Miller's view on hashed arrays of locks: used to really like it, but time he saw an opportunity for this technique, something else always proved superior. Partitioning or RCU. ;-) } } @conference{ThomasEHart2006a ,Author="Thomas E. Hart and Paul E. McKenney and Angela Demke Brown" ,Title="Making Lockless Synchronization Fast: Performance Implications of Memory Reclamation" ,Booktitle="20\textsuperscript{th} {IEEE} International Parallel and Distributed Processing Symposium" ,month="April" ,year="2006" ,day="25-29" ,address="Rhodes, Greece" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/hart_ipdps06.pdf} [Viewed April 28, 2008]" ,annotation={ Compares QSBR, HPBR, EBR, and lock-free reference counting. http://www.cs.toronto.edu/~tomhart/perflab/ipdps06.tgz } } @unpublished{NickPiggin2006radixtree ,Author="Nick Piggin" ,Title="[patch 3/3] radix-tree: {RCU} lockless readside" ,month="June" ,day="20" ,year="2006" ,note="Available: \url{https://lore.kernel.org/r/20060408134707.22479.33814.sendpatchset@linux.site} [Viewed March 25, 2008]" ,annotation={ RCU-protected radix tree. } } @Conference{PaulEMcKenney2006b ,Author="Paul E. McKenney and Dipankar Sarma and Ingo Molnar and Suparna Bhattacharya" ,Title="Extending {RCU} for Realtime and Embedded Workloads" ,Booktitle="{Ottawa Linux Symposium}" ,Month="July" ,Year="2006" ,pages="v2 123-138" ,note="Available: \url{http://www.linuxsymposium.org/2006/view_abstract.php?content_key=184} \url{http://www.rdrop.com/users/paulmck/RCU/OLSrtRCU.2006.08.11a.pdf} [Viewed January 1, 2007]" ,annotation={ Described how to improve the -rt implementation of realtime RCU. } } @unpublished{WikipediaRCU ,Author="Paul E. McKenney and Chris Purcell and Algae and Ben Schumin and Gaius Cornelius and Qwertyus and Neil Conway and Sbw and Blainster and Canis Rufus and Zoicon5 and Anome and Hal Eisen" ,Title="Read-Copy Update" ,month="July" ,day="8" ,year="2006" ,note="\url{https://en.wikipedia.org/wiki/Read-copy-update}" ,annotation={ Wikipedia RCU page as of July 8 2006. [Viewed August 21, 2006] } } @Conference{NickPiggin2006LocklessPageCache ,Author="Nick Piggin" ,Title="A Lockless Pagecache in Linux---Introduction, Progress, Performance" ,Booktitle="{Ottawa Linux Symposium}" ,Month="July" ,Year="2006" ,pages="v2 249-254" ,note="Available: \url{http://www.linuxsymposium.org/2006/view_abstract.php?content_key=184} [Viewed January 11, 2009]" ,annotation={ Uses RCU-protected radix tree for a lockless page cache. } } @unpublished{PaulEMcKenney2006c ,Author="Paul E. McKenney" ,Title="Sleepable {RCU}" ,month="October" ,day="9" ,year="2006" ,note="Available: \url{http://lwn.net/Articles/202847/} Revised: \url{http://www.rdrop.com/users/paulmck/RCU/srcu.2007.01.14a.pdf} [Viewed August 21, 2006]" ,annotation={ LWN article introducing SRCU. } } @unpublished{RobertOlsson2006a ,Author="Robert Olsson and Stefan Nilsson" ,Title="{TRASH}: A dynamic {LC}-trie and hash data structure" ,month="August" ,day="18" ,year="2006" ,note="\url{http://www.nada.kth.se/~snilsson/publications/TRASH/trash.pdf}" ,annotation={ RCU-protected dynamic trie-hash combination. [Viewed March 4, 2011] } } @unpublished{ChristophHellwig2006RCU2SRCU ,Author="Christoph Hellwig" ,Title="Re: {[-mm PATCH 1/4]} {RCU}: split classic rcu" ,month="September" ,day="28" ,year="2006" ,note="Available: \url{https://lore.kernel.org/r/20060928142616.GA20185@infradead.org} [Viewed March 27, 2008]" } @unpublished{PaulEMcKenneyRCUusagePage ,Author="Paul E. McKenney" ,Title="{RCU} {Linux} Usage" ,month="October" ,year="2006" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/linuxusage.html} [Viewed January 14, 2007]" ,annotation={ Paul McKenney's RCU page showing graphs plotting Linux-kernel usage of RCU. } } @unpublished{PaulEMcKenneyRCUusageRawDataPage ,Author="Paul E. McKenney" ,Title="Read-Copy Update {(RCU)} Usage in {Linux} Kernel" ,month="October" ,year="2006" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/linuxusage/rculocktab.html} [Viewed January 14, 2007]" ,annotation={ Paul McKenney's RCU page showing Linux usage of RCU in tabular form, with links to corresponding cscope databases. } } @unpublished{GauthamShenoy2006RCUrwlock ,Author="Gautham R. Shenoy" ,Title="[PATCH 4/5] lock\_cpu\_hotplug: Redesign - Lightweight implementation of lock\_cpu\_hotplug" ,month="October" ,year="2006" ,day=26 ,note="Available: \url{https://lore.kernel.org/r/20061026105731.GE11803@in.ibm.com} [Viewed January 26, 2009]" ,annotation={ RCU-based reader-writer lock that allows readers to proceed with no memory barriers or atomic instruction in absence of writers. If writer do show up, readers must of course wait as required by the semantics of reader-writer locking. This is a recursive lock. } } @unpublished{JensAxboe2006SlowSRCU ,Author="Jens Axboe" ,Title="Re: [patch] cpufreq: mark \url{cpufreq_tsc()} as \url{core_initcall_sync}" ,month="November" ,year="2006" ,day=17 ,note="Available: \url{https://lore.kernel.org/r/20061117092925.GT7164@kernel.dk} [Viewed May 28, 2007]" ,annotation={ SRCU's grace periods are too slow for Jens, even after a factor-of-three speedup. Sped-up version of SRCU at https://lore.kernel.org/r/20061118002845.GF2632@us.ibm.com. } } @unpublished{OlegNesterov2006QRCU ,Author="Oleg Nesterov" ,Title="Re: [patch] cpufreq: mark {\tt cpufreq\_tsc()} as {\tt core\_initcall\_sync}" ,month="November" ,year="2006" ,day=19 ,note="Available: \url{https://lore.kernel.org/r/20061119190027.GA3676@oleg} [Viewed May 28, 2007]" ,annotation={ First cut of QRCU. Expanded/corrected versions followed. Used to be OlegNesterov2007QRCU, now time-corrected. } } @unpublished{OlegNesterov2006aQRCU ,Author="Oleg Nesterov" ,Title="Re: [RFC, PATCH 1/2] qrcu: {"quick"} srcu implementation" ,month="November" ,year="2006" ,day=30 ,note="Available: \url{https://lore.kernel.org/r/20061130015714.GC1350@oleg} [Viewed November 26, 2008]" ,annotation={ Expanded/corrected version of QRCU. Used to be OlegNesterov2007aQRCU, now time-corrected. } } @unpublished{EvgeniyPolyakov2006RCUslowdown ,Author="Evgeniy Polyakov" ,Title="Badness in postponing work" ,month="December" ,year="2006" ,day=05 ,note="Available: \url{http://www.ioremap.net/node/41} [Viewed October 28, 2008]" ,annotation={ Using RCU as a pure delay leads to a 2.5x slowdown in skbs in the Linux kernel. } } @inproceedings{ChrisMatthews2006ClusteredObjectsRCU ,author = {Matthews, Chris and Coady, Yvonne and Appavoo, Jonathan} ,title = {Portability events: a programming model for scalable system infrastructures} ,booktitle = {PLOS '06: Proceedings of the 3rd workshop on Programming languages and operating systems} ,year = {2006} ,isbn = {1-59593-577-0} ,pages = {11} ,location = {San Jose, California} ,doi = {http://doi.acm.org/10.1145/1215995.1216006} ,publisher = {ACM} ,address = {New York, NY, USA} ,annotation={ Uses K42's RCU-like functionality to manage clustered-object lifetimes. } } @article{DilmaDaSilva2006K42 ,author = {Silva, Dilma Da and Krieger, Orran and Wisniewski, Robert W. and Waterland, Amos and Tam, David and Baumann, Andrew} ,title = {K42: an infrastructure for operating system research} ,journal = {SIGOPS Oper. Syst. Rev.} ,volume = {40} ,number = {2} ,year = {2006} ,issn = {0163-5980} ,pages = {34--42} ,doi = {http://doi.acm.org/10.1145/1131322.1131333} ,publisher = {ACM} ,address = {New York, NY, USA} ,annotation={ Describes relationship of K42 generations to RCU. } } # CoreyMinyard2007list_splice_rcu @unpublished{CoreyMinyard2007list:splice:rcu ,Author="Corey Minyard and Paul E. McKenney" ,Title="{[PATCH]} add an {RCU} version of list splicing" ,month="January" ,year="2007" ,day=3 ,note="Available: \url{https://lore.kernel.org/r/20070103152738.GA16063@localdomain} [Viewed May 28, 2007]" ,annotation={ Patch for list_splice_rcu(). } } @unpublished{PaulEMcKenney2007rcubarrier ,Author="Paul E. McKenney" ,Title="{RCU} and Unloadable Modules" ,month="January" ,day="14" ,year="2007" ,note="Available: \url{http://lwn.net/Articles/217484/} [Viewed November 22, 2007]" ,annotation={ LWN article introducing the rcu_barrier() primitive. } } @unpublished{PeterZijlstra2007SyncBarrier ,Author="Peter Zijlstra and Ingo Molnar" ,Title="{[PATCH 3/7]} barrier: a scalable synchonisation barrier" ,month="January" ,year="2007" ,day=28 ,note="Available: \url{https://lore.kernel.org/r/20070128120509.719287000@programming.kicks-ass.net} [Viewed March 27, 2008]" ,annotation={ RCU-like implementation for frequent updaters and rare readers(!). Subsumed into QRCU. Maybe... } } @unpublished{PaulEMcKenney2007BoostRCU ,Author="Paul E. McKenney" ,Title="Priority-Boosting {RCU} Read-Side Critical Sections" ,month="February" ,day="5" ,year="2007" ,note="\url{http://lwn.net/Articles/220677/}" ,annotation={ LWN article introducing RCU priority boosting. Revised: http://www.rdrop.com/users/paulmck/RCU/RCUbooststate.2007.04.16a.pdf [Viewed September 7, 2007] } } @unpublished{PaulMcKenney2007QRCUpatch ,Author="Paul E. McKenney" ,Title="{[PATCH]} {QRCU} with lockless fastpath" ,month="February" ,year="2007" ,day=24 ,note="Available: \url{https://lore.kernel.org/r/20070225062349.GA17468@linux.vnet.ibm.com} [Viewed March 27, 2008]" ,annotation={ Patch for QRCU supplying lock-free fast path. } } @article{JonathanAppavoo2007K42RCU ,author = {Appavoo, Jonathan and Silva, Dilma Da and Krieger, Orran and Auslander, Marc and Ostrowski, Michal and Rosenburg, Bryan and Waterland, Amos and Wisniewski, Robert W. and Xenidis, Jimi and Stumm, Michael and Soares, Livio} ,title = {Experience distributing objects in an SMMP OS} ,journal = {ACM Trans. Comput. Syst.} ,volume = {25} ,number = {3} ,year = {2007} ,issn = {0734-2071} ,pages = {6/1--6/52} ,doi = {http://doi.acm.org/10.1145/1275517.1275518} ,publisher = {ACM} ,address = {New York, NY, USA} ,annotation={ Role of RCU in K42. } } @conference{RobertOlsson2007Trash ,Author="Robert Olsson and Stefan Nilsson" ,Title="{TRASH}: A dynamic {LC}-trie and hash data structure" ,booktitle="Workshop on High Performance Switching and Routing (HPSR'07)" ,month="May" ,year="2007" ,note="Available: \url{http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4281239} [Viewed October 1, 2010]" ,annotation={ RCU-protected dynamic trie-hash combination. } } @conference{PeterZijlstra2007ConcurrentPagecacheRCU ,Author="Peter Zijlstra" ,Title="Concurrent Pagecache" ,Booktitle="Linux Symposium" ,month="June" ,year="2007" ,address="Ottawa, Canada" ,note="Available: \url{http://ols.108.redhat.com/2007/Reprints/zijlstra-Reprint.pdf} [Viewed April 14, 2008]" ,annotation={ Page-cache modifications permitting RCU readers and concurrent updates. } } @unpublished{PaulEMcKenney2007whatisRCU ,Author="Paul E. McKenney" ,Title="What is {RCU}?" ,year="2007" ,month="07" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/whatisRCU.html} [Viewed July 6, 2007]" ,annotation={ Describes RCU in Linux kernel. } } @unpublished{PaulEMcKenney2007QRCUspin ,Author="Paul E. McKenney" ,Title="Using {Promela} and {Spin} to verify parallel algorithms" ,month="August" ,day="1" ,year="2007" ,note="Available: \url{http://lwn.net/Articles/243851/} [Viewed September 8, 2007]" ,annotation={ LWN article describing Promela and spin, and also using Oleg Nesterov's QRCU as an example (with Paul McKenney's fastpath). Merged patch at: https://lore.kernel.org/r/20070225062349.GA17468@linux.vnet.ibm.com } } @unpublished{PaulEMcKenney2007WG21DDOatomics ,Author="Paul E. McKenney and Hans-J. Boehm and Lawrence Crowl" ,Title="C++ Data-Dependency Ordering: Atomics and Memory Model" ,month="August" ,day="3" ,year="2007" ,note="Available: \url{http://open-std.org/jtc1/sc22/wg21/docs/papers/2008/n2664.htm} [Viewed December 7, 2009]" ,annotation={ RCU for C++, parts 1 and 2. } } @unpublished{PaulEMcKenney2007WG21DDOannotation ,Author="Paul E. McKenney and Lawrence Crowl" ,Title="C++ Data-Dependency Ordering: Function Annotation" ,month="September" ,day="18" ,year="2008" ,note="Available: \url{http://open-std.org/jtc1/sc22/wg21/docs/papers/2008/n2782.htm} [Viewed December 7, 2009]" ,annotation={ RCU for C++, part 2, updated many times. } } @unpublished{PaulEMcKenney2007PreemptibleRCUPatch ,Author="Paul E. McKenney" ,Title="[PATCH RFC 0/9] {RCU}: Preemptible {RCU}" ,month="September" ,day="10" ,year="2007" ,note="Available: \url{https://lore.kernel.org/r/20070910183004.GA3299@linux.vnet.ibm.com} [Viewed October 25, 2007]" ,annotation={ Final patch for preemptible RCU to -rt. (Later patches were to mainline, eventually incorporated.) } } @unpublished{PaulEMcKenney2007PreemptibleRCU ,Author="Paul E. McKenney" ,Title="The design of preemptible read-copy-update" ,month="October" ,day="8" ,year="2007" ,note="Available: \url{http://lwn.net/Articles/253651/} [Viewed October 25, 2007]" ,annotation={ LWN article describing the design of preemptible RCU. } } @article{ThomasEHart2007a ,Author="Thomas E. Hart and Paul E. McKenney and Angela Demke Brown and Jonathan Walpole" ,Title="Performance of memory reclamation for lockless synchronization" ,journal="J. Parallel Distrib. Comput." ,volume={67} ,number="12" ,year="2007" ,issn="0743-7315" ,pages="1270--1285" ,doi="http://dx.doi.org/10.1016/j.jpdc.2007.04.010" ,publisher="Academic Press, Inc." ,address="Orlando, FL, USA" ,annotation={ Compares QSBR, HPBR, EBR, and lock-free reference counting. Journal version of ThomasEHart2006a. } } # MathieuDesnoyers2007call_rcu_schedNeeded @unpublished{MathieuDesnoyers2007call:rcu:schedNeeded ,Author="Mathieu Desnoyers" ,Title="Re: [patch 1/2] {Linux} Kernel Markers - Support Multiple Probes" ,month="December" ,day="20" ,year="2007" ,note="Available: \url{https://lore.kernel.org/r/20071220142540.GB22523@Krystal} [Viewed March 27, 2008]" ,annotation={ Request for call_rcu_sched() and rcu_barrier_sched(). } } ######################################################################## # # "What is RCU?" LWN series. # # http://lwn.net/Articles/262464/ (What is RCU, Fundamentally?) # http://lwn.net/Articles/263130/ (What is RCU's Usage?) # http://lwn.net/Articles/264090/ (What is RCU's API?) @unpublished{PaulEMcKenney2007WhatIsRCUFundamentally ,Author="Paul E. McKenney and Jonathan Walpole" ,Title="What is {RCU}, Fundamentally?" ,month="December" ,day="17" ,year="2007" ,note="Available: \url{http://lwn.net/Articles/262464/} [Viewed December 27, 2007]" ,annotation={ Lays out the three basic components of RCU: (1) publish-subscribe, (2) wait for pre-existing readers to complete, and (2) maintain multiple versions. } } @unpublished{PaulEMcKenney2008WhatIsRCUUsage ,Author="Paul E. McKenney" ,Title="What is {RCU}? Part 2: Usage" ,month="January" ,day="4" ,year="2008" ,note="Available: \url{http://lwn.net/Articles/263130/} [Viewed January 4, 2008]" ,annotation={ Lays out six uses of RCU: 1. RCU is a Reader-Writer Lock Replacement 2. RCU is a Restricted Reference-Counting Mechanism 3. RCU is a Bulk Reference-Counting Mechanism 4. RCU is a Poor Man's Garbage Collector 5. RCU is a Way of Providing Existence Guarantees 6. RCU is a Way of Waiting for Things to Finish } } @unpublished{PaulEMcKenney2008WhatIsRCUAPI ,Author="Paul E. McKenney" ,Title="{RCU} part 3: the {RCU} {API}" ,month="January" ,day="17" ,year="2008" ,note="Available: \url{http://lwn.net/Articles/264090/} [Viewed January 10, 2008]" ,annotation={ Gives an overview of the Linux-kernel RCU API and a brief annotated RCU bibliography. } } # # "What is RCU?" LWN series. # ######################################################################## @unpublished{SteveRostedt2008dyntickRCUpatch ,Author="Steven Rostedt and Paul E. McKenney" ,Title="{[PATCH]} add support for dynamic ticks and preempt rcu" ,month="January" ,day="29" ,year="2008" ,note="Available: \url{https://lore.kernel.org/r/Pine.LNX.4.58.0801291113350.20371@gandalf.stny.rr.com} [Viewed March 27, 2008]" ,annotation={ Patch that prevents preemptible RCU from unnecessarily waking up dynticks-idle CPUs. } } @unpublished{PaulEMcKenney2008LKMLDependencyOrdering ,Author="Paul E. McKenney" ,Title="Re: [PATCH 02/22 -v7] Add basic support for gcc profiler instrumentation" ,month="February" ,day="1" ,year="2008" ,note="Available: \url{https://lore.kernel.org/r/20080202214124.GA28612@linux.vnet.ibm.com} [Viewed October 18, 2008]" ,annotation={ Explanation of compilers violating dependency ordering. } } @Conference{PaulEMcKenney2008Beijing ,Author="Paul E. McKenney" ,Title="Introducing Technology Into {Linux} Or: Introducing your technology Into {Linux} will require introducing a lot of {Linux} into your technology!!!" ,Booktitle="2008 Linux Developer Symposium - China" ,Publisher="OSS China" ,Month="February" ,Year="2008" ,Address="Beijing, China" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/TechIntroLinux.2008.02.19a.pdf} [Viewed August 12, 2008]" } @unpublished{PaulEMcKenney2008dynticksRCU ,Author="Paul E. McKenney and Steven Rostedt" ,Title="Integrating and Validating dynticks and Preemptable RCU" ,month="April" ,day="24" ,year="2008" ,note="Available: \url{http://lwn.net/Articles/279077/} [Viewed April 24, 2008]" ,annotation={ Describes use of Promela and Spin to validate (and fix!) the dynticks/RCU interface. } } @article{DinakarGuniguntala2008IBMSysJ ,author="D. Guniguntala and P. E. McKenney and J. Triplett and J. Walpole" ,title="The read-copy-update mechanism for supporting real-time applications on shared-memory multiprocessor systems with {Linux}" ,Year="2008" ,Month="May" ,journal="IBM Systems Journal" ,volume="47" ,number="2" ,pages="221-236" ,annotation={ RCU, realtime RCU, sleepable RCU, performance. http://www.research.ibm.com/journal/sj/472/guniguntala.pdf [Viewed April 24, 2008] } } @unpublished{LaiJiangshan2008NewClassicAlgorithm ,Author="Lai Jiangshan" ,Title="[{RFC}][{PATCH}] rcu classic: new algorithm for callbacks-processing" ,month="June" ,day="3" ,year="2008" ,note="Available: \url{https://lore.kernel.org/r/4844BE83.5010401@cn.fujitsu.com} [Viewed December 10, 2008]" ,annotation={ Updated RCU classic algorithm. Introduced multi-tailed list for RCU callbacks and also pulling common code into __call_rcu(). } } @article{PaulEMcKenney2008RCUOSR ,author="Paul E. McKenney and Jonathan Walpole" ,title="Introducing technology into the {Linux} kernel: a case study" ,Year="2008" ,journal="SIGOPS Oper. Syst. Rev." ,volume="42" ,number="5" ,pages="4--17" ,issn="0163-5980" ,doi={http://doi.acm.org/10.1145/1400097.1400099} ,publisher="ACM" ,address="New York, NY, USA" ,annotation={ Linux changed RCU to a far greater degree than RCU has changed Linux. http://portal.acm.org/citation.cfm?doid=1400097.1400099 } } @unpublished{ManfredSpraul2008StateMachineRCU ,Author="Manfred Spraul" ,Title="[{RFC}, {PATCH}] state machine based rcu" ,month="August" ,day="21" ,year="2008" ,note="Available: \url{https://lore.kernel.org/r/48AD8969.7060900@colorfullife.com} [Viewed December 8, 2008]" ,annotation={ State-based RCU. One key thing that this patch does is to separate the dynticks handling of NMIs and IRQs. } } @unpublished{ManfredSpraul2008dyntickIRQNMI ,Author="Manfred Spraul" ,Title="Re: [{RFC}, {PATCH}] v4 scalable classic {RCU} implementation" ,month="September" ,day="6" ,year="2008" ,note="Available: \url{https://lore.kernel.org/r/48C2B1D2.5070801@colorfullife.com} [Viewed December 8, 2008]" ,annotation={ Manfred notes a fix required to my attempt to separate irq and NMI processing for hierarchical RCU's dynticks interface. } } # Was PaulEMcKenney2011cyclicRCU @techreport{PaulEMcKenney2008cyclicRCU ,author="Paul E. McKenney" ,title="Efficient Support of Consistent Cyclic Search With Read-Copy Update" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="2008" ,number="US Patent 7,426,511" ,month="September" ,pages="23" ,annotation={ Maintains an additional level of indirection to allow readers to confine themselves to the desired snapshot of the data structure. Only permits one update at a time. } } @unpublished{PaulEMcKenney2008HierarchicalRCU ,Author="Paul E. McKenney" ,Title="Hierarchical {RCU}" ,month="November" ,day="3" ,year="2008" ,note="\url{http://lwn.net/Articles/305782/}" ,annotation={ RCU with combining-tree-based grace-period detection, permitting it to handle thousands of CPUs. [Viewed November 6, 2008] } } @unpublished{PaulEMcKenney2009BloatwatchRCU ,Author="Paul E. McKenney" ,Title="Re: [PATCH fyi] RCU: the bloatwatch edition" ,month="January" ,day="14" ,year="2009" ,note="Available: \url{https://lore.kernel.org/r/20090114202044.GJ6734@linux.vnet.ibm.com} [Viewed January 15, 2009]" ,annotation={ Small-footprint implementation of RCU for uniprocessor embedded applications -- and also for exposition purposes. } } @conference{PaulEMcKenney2009MaliciousURCU ,Author="Paul E. McKenney" ,Title="Using a Malicious User-Level {RCU} to Torture {RCU}-Based Algorithms" ,Booktitle="linux.conf.au 2009" ,month="January" ,year="2009" ,address="Hobart, Australia" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/urcutorture.2009.01.22a.pdf} [Viewed February 2, 2009]" ,annotation={ Realtime RCU and torture-testing RCU uses. } } @unpublished{MathieuDesnoyers2009URCU ,Author="Mathieu Desnoyers" ,Title="[{RFC} git tree] Userspace {RCU} (urcu) for {Linux}" ,month="February" ,day="5" ,year="2009" ,note="\url{http://lttng.org/urcu}" ,annotation={ Mathieu Desnoyers's user-space RCU implementation. git://lttng.org/userspace-rcu.git http://lttng.org/cgi-bin/gitweb.cgi?p=userspace-rcu.git http://lttng.org/urcu https://lore.kernel.org/r/20090206030543.GB8560@Krystal } } @unpublished{PaulEMcKenney2009LWNBloatWatchRCU ,Author="Paul E. McKenney" ,Title="{RCU}: The {Bloatwatch} Edition" ,month="March" ,day="17" ,year="2009" ,note="Available: \url{http://lwn.net/Articles/323929/} [Viewed March 20, 2009]" ,annotation={ Uniprocessor assumptions allow simplified RCU implementation. } } @unpublished{EvgeniyPolyakov2009EllipticsNetwork ,Author="Evgeniy Polyakov" ,Title="The Elliptics Network" ,month="April" ,day="17" ,year="2009" ,note="Available: \url{http://www.ioremap.net/projects/elliptics} [Viewed April 30, 2009]" ,annotation={ Distributed hash table with transactions, using elliptic hash functions to distribute data. } } @unpublished{PaulEMcKenney2009expeditedRCU ,Author="Paul E. McKenney" ,Title="[{PATCH} -tip 0/3] expedited 'big hammer' {RCU} grace periods" ,month="June" ,day="25" ,year="2009" ,note="Available: \url{https://lore.kernel.org/r/20090625160706.GA9467@linux.vnet.ibm.com} [Viewed August 16, 2009]" ,annotation={ First posting of expedited RCU to be accepted into -tip. } } @unpublished{PaulEMcKenney2009fastRTRCU ,Author="Paul E. McKenney" ,Title="[{PATCH} {RFC} -tip 0/4] {RCU} cleanups and simplified preemptable {RCU}" ,month="July" ,day="23" ,year="2009" ,note="Available: \url{https://lore.kernel.org/r/20090724001429.GA17374@linux.vnet.ibm.com} [Viewed August 15, 2009]" ,annotation={ First posting of simple and fast preemptible RCU. } } @unpublished{JoshTriplett2009RPHash ,Author="Josh Triplett" ,Title="Scalable concurrent hash tables via relativistic programming" ,month="September" ,year="2009" ,note="Linux Plumbers Conference presentation" ,annotation={ RP fun with hash tables. Superseded by JoshTriplett2010RPHash } } @phdthesis{MathieuDesnoyersPhD , title = "Low-Impact Operating System Tracing" , author = "Mathieu Desnoyers" , school = "Ecole Polytechnique de Montr\'{e}al" , month = "December" , year = 2009 ,note="Available: \url{http://www.lttng.org/pub/thesis/desnoyers-dissertation-2009-12.pdf} [Viewed December 9, 2009]" ,annotation={ Chapter 6 (page 97) covers user-level RCU. } } @unpublished{RelativisticProgrammingWiki ,Author="Josh Triplett and Paul E. McKenney and Jonathan Walpole" ,Title="Relativistic Programming" ,month="September" ,year="2009" ,note="Available: \url{http://wiki.cs.pdx.edu/rp/} [Viewed December 9, 2009]" ,annotation={ Main Relativistic Programming Wiki. } } @conference{PaulEMcKenney2009DeterministicRCU ,Author="Paul E. McKenney" ,Title="Deterministic Synchronization in Multicore Systems: the Role of {RCU}" ,Booktitle="Eleventh Real Time Linux Workshop" ,month="September" ,year="2009" ,address="Dresden, Germany" ,note="Available: \url{http://www.rdrop.com/users/paulmck/realtime/paper/DetSyncRCU.2009.08.18a.pdf} [Viewed January 14, 2009]" } @unpublished{PaulEMcKenney2009HuntingHeisenbugs ,Author="Paul E. McKenney" ,Title="Hunting Heisenbugs" ,month="November" ,year="2009" ,day="1" ,note="Available: \url{http://paulmck.livejournal.com/14639.html} [Viewed June 4, 2010]" ,annotation={ Day-one bug in Tree RCU that took forever to track down. } } @unpublished{MathieuDesnoyers2009defer:rcu ,Author="Mathieu Desnoyers" ,Title="Kernel RCU: shrink the size of the struct rcu\_head" ,month="December" ,year="2009" ,note="Available: \url{https://lore.kernel.org/r/20091018232918.GA7385@Krystal} [Viewed December 29, 2009]" ,annotation={ Mathieu proposed defer_rcu() with fixed-size per-thread pool of RCU callbacks. } } @unpublished{MathieuDesnoyers2009VerifPrePub ,Author="Mathieu Desnoyers and Paul E. McKenney and Michel R. Dagenais" ,Title="Multi-Core Systems Modeling for Formal Verification of Parallel Algorithms" ,month="December" ,year="2009" ,note="Submitted to IEEE TPDS" ,annotation={ OOMem model for Mathieu's user-level RCU mechanical proof of correctness. } } @unpublished{MathieuDesnoyers2009URCUPrePub ,Author="Mathieu Desnoyers and Paul E. McKenney and Alan Stern and Michel R. Dagenais and Jonathan Walpole" ,Title="User-Level Implementations of Read-Copy Update" ,month="December" ,year="2010" ,url={\url{http://www.computer.org/csdl/trans/td/2012/02/ttd2012020375-abs.html}} ,annotation={ RCU overview, desiderata, semi-formal semantics, user-level RCU usage scenarios, three classes of RCU implementation, wait-free RCU updates, RCU grace-period batching, update overhead, http://www.rdrop.com/users/paulmck/RCU/urcu-main-accepted.2011.08.30a.pdf http://www.rdrop.com/users/paulmck/RCU/urcu-supp-accepted.2011.08.30a.pdf Superseded by MathieuDesnoyers2012URCU. } } @inproceedings{HariKannan2009DynamicAnalysisRCU ,author = {Kannan, Hari} ,title = {Ordering decoupled metadata accesses in multiprocessors} ,booktitle = {MICRO 42: Proceedings of the 42nd Annual IEEE/ACM International Symposium on Microarchitecture} ,year = {2009} ,isbn = {978-1-60558-798-1} ,pages = {381--390} ,location = {New York, New York} ,doi = {http://doi.acm.org/10.1145/1669112.1669161} ,publisher = {ACM} ,address = {New York, NY, USA} ,annotation={ Uses RCU to protect metadata used in dynamic analysis. } } @conference{PaulEMcKenney2010SimpleOptRCU ,Author="Paul E. McKenney" ,Title="Simplicity Through Optimization" ,Booktitle="linux.conf.au 2010" ,month="January" ,year="2010" ,address="Wellington, New Zealand" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/SimplicityThruOptimization.2010.01.21f.pdf} [Viewed October 10, 2010]" ,annotation={ TREE_PREEMPT_RCU optimizations greatly simplified the old PREEMPT_RCU implementation. } } @unpublished{PaulEMcKenney2010LockdepRCU ,Author="Paul E. McKenney" ,Title="Lockdep-{RCU}" ,month="February" ,year="2010" ,day="1" ,note="\url{https://lwn.net/Articles/371986/}" ,annotation={ CONFIG_PROVE_RCU, or at least an early version. [Viewed June 4, 2010] } } @unpublished{AviKivity2010KVM2RCU ,Author="Avi Kivity" ,Title="[{PATCH} 37/40] {KVM}: Bump maximum vcpu count to 64" ,month="February" ,year="2010" ,note="Available: \url{http://www.mail-archive.com/kvm@vger.kernel.org/msg28640.html} [Viewed March 20, 2010]" ,annotation={ Use of RCU permits KVM to increase the size of guest OSes from 16 CPUs to 64 CPUs. } } @unpublished{HerbertXu2010RCUResizeHash ,Author="Herbert Xu" ,Title="bridge: Add core IGMP snooping support" ,month="February" ,year="2010" ,note="Available: \url{http://thread.gmane.org/gmane.linux.network/153338} [Viewed June 9, 2014]" ,annotation={ Use a pair of list_head structures to support RCU-protected resizable hash tables. } } @mastersthesis{AbhinavDuggal2010Masters ,author="Abhinav Duggal" ,title="Stopping Data Races Using Redflag" ,school="Stony Brook University" ,year="2010" ,annotation={ Data-race detector incorporating RCU. http://www.filesystems.org/docs/abhinav-thesis/abhinav_thesis.pdf } } @article{JoshTriplett2010RPHash ,author="Josh Triplett and Paul E. McKenney and Jonathan Walpole" ,title="Scalable Concurrent Hash Tables via Relativistic Programming" ,journal="ACM Operating Systems Review" ,year=2010 ,volume=44 ,number=3 ,month="July" ,annotation={ RP fun with hash tables. http://portal.acm.org/citation.cfm?id=1842733.1842750 } } @unpublished{PaulEMcKenney2010RCUAPI ,Author="Paul E. McKenney" ,Title="The {RCU} {API}, 2010 Edition" ,month="December" ,day="8" ,year="2010" ,note="\url{http://lwn.net/Articles/418853/}" ,annotation={ Includes updated software-engineering features. [Viewed December 8, 2010] } } @mastersthesis{AndrejPodzimek2010masters ,author="Andrej Podzimek" ,title="Read-Copy-Update for OpenSolaris" ,school="Charles University in Prague" ,year="2010" ,note="Available: \url{https://andrej.podzimek.org/thesis.pdf} [Viewed January 31, 2011]" ,annotation={ Reviews RCU implementations and creates a few for OpenSolaris. Drives quiescent-state detection from RCU read-side primitives, in a manner roughly similar to that of Jim Houston. } } @unpublished{LinusTorvalds2011Linux2:6:38:rc1:NPigginVFS ,Author="Linus Torvalds" ,Title="Linux 2.6.38-rc1" ,month="January" ,year="2011" ,note="Available: \url{https://lore.kernel.org/r/AANLkTimajU0x1v6y3rH2+jr-bZ=tNLs1S_agXdGGAa3S@mail.gmail.com} [Viewed March 4, 2011]" ,annotation={ "The RCU-based name lookup is at the other end of the spectrum - the absolute anti-gimmick. It's some seriously good stuff, and gets rid of the last main global lock that really tends to hurt some kernel loads. The dentry lock is no longer a big serializing issue. What's really nice about it is that it actually improves performance a lot even for single-threaded loads (on an SMP kernel), because it gets rid of some of the most expensive parts of path component lookup, which was the d_lock on every component lookup. So I'm seeing improvements of 30-50% on some seriously pathname-lookup intensive loads." } } @techreport{JoshTriplett2011RPScalableCorrectOrdering ,author = {Josh Triplett and Philip W. Howard and Paul E. McKenney and Jonathan Walpole} ,title = {Scalable Correct Memory Ordering via Relativistic Programming} ,year = {2011} ,number = {11-03} ,institution = {Portland State University} ,note = {\url{http://www.cs.pdx.edu/pdfs/tr1103.pdf}} } @inproceedings{PhilHoward2011RCUTMRBTree ,author = {Philip W. Howard and Jonathan Walpole} ,title = {A Relativistic Enhancement to Software Transactional Memory} ,booktitle = {Proceedings of the 3rd USENIX conference on Hot topics in parallelism} ,series = {HotPar'11} ,year = {2011} ,location = {Berkeley, CA} ,pages = {1--6} ,numpages = {6} ,url = {http://www.usenix.org/event/hotpar11/tech/final_files/Howard.pdf} ,publisher = {USENIX Association} ,address = {Berkeley, CA, USA} } @techreport{PaulEMcKenney2011cyclicparallelRCU ,author="Paul E. McKenney and Jonathan Walpole" ,title="Efficient Support of Consistent Cyclic Search With Read-Copy Update and Parallel Updates" ,institution="US Patent and Trademark Office" ,address="Washington, DC" ,year="2011" ,number="US Patent 7,953,778" ,month="May" ,pages="34" ,annotation={ Maintains an array of generation numbers to track in-flight updates and keeps an additional level of indirection to allow readers to confine themselves to the desired snapshot of the data structure. } } @inproceedings{Triplett:2011:RPHash ,author = {Triplett, Josh and McKenney, Paul E. and Walpole, Jonathan} ,title = {Resizable, Scalable, Concurrent Hash Tables via Relativistic Programming} ,booktitle = {Proceedings of the 2011 USENIX Annual Technical Conference} ,month = {June} ,year = {2011} ,pages = {145--158} ,numpages = {14} ,url={http://www.usenix.org/event/atc11/tech/final_files/Triplett.pdf} ,publisher = {The USENIX Association} ,address = {Portland, OR USA} } @unpublished{PaulEMcKenney2011RCU3.0trainwreck ,Author="Paul E. McKenney" ,Title="3.0 and {RCU:} what went wrong" ,month="July" ,day="27" ,year="2011" ,note="\url{http://lwn.net/Articles/453002/}" ,annotation={ Analysis of the RCU trainwreck in Linux kernel 3.0. [Viewed July 27, 2011] } } @unpublished{NeilBrown2011MeetTheLockers ,Author="Neil Brown" ,Title="Meet the {Lockers}" ,month="August" ,day="3" ,year="2011" ,note="Available: \url{http://lwn.net/Articles/453685/} [Viewed September 2, 2011]" ,annotation={ The Locker family as an analogy for locking, reference counting, RCU, and seqlock. } } @inproceedings{Seyster:2011:RFA:2075416.2075425 ,author = {Seyster, Justin and Radhakrishnan, Prabakar and Katoch, Samriti and Duggal, Abhinav and Stoller, Scott D. and Zadok, Erez} ,title = {Redflag: a framework for analysis of Kernel-level concurrency} ,booktitle = {Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I} ,series = {ICA3PP'11} ,year = {2011} ,isbn = {978-3-642-24649-4} ,location = {Melbourne, Australia} ,pages = {66--79} ,numpages = {14} ,url = {http://dl.acm.org/citation.cfm?id=2075416.2075425} ,acmid = {2075425} ,publisher = {Springer-Verlag} ,address = {Berlin, Heidelberg} } @phdthesis{JoshTriplettPhD ,author="Josh Triplett" ,title="Relativistic Causal Ordering: A Memory Model for Scalable Concurrent Data Structures" ,school="Portland State University" ,year="2012" ,annotation={ RCU-protected hash tables, barriers vs. read-side traversal order. . If the updater is making changes in the opposite direction from the read-side traversal order, the updater need only execute a memory-barrier instruction, but if in the same direction, the updater needs to wait for a grace period between the individual updates. } } @article{MathieuDesnoyers2012URCU ,Author="Mathieu Desnoyers and Paul E. McKenney and Alan Stern and Michel R. Dagenais and Jonathan Walpole" ,Title="User-Level Implementations of Read-Copy Update" ,journal="IEEE Transactions on Parallel and Distributed Systems" ,volume={23} ,year="2012" ,issn="1045-9219" ,pages="375-382" ,doi="http://doi.ieeecomputersociety.org/10.1109/TPDS.2011.159" ,publisher="IEEE Computer Society" ,address="Los Alamitos, CA, USA" ,annotation={ RCU overview, desiderata, semi-formal semantics, user-level RCU usage scenarios, three classes of RCU implementation, wait-free RCU updates, RCU grace-period batching, update overhead, http://www.rdrop.com/users/paulmck/RCU/urcu-main-accepted.2011.08.30a.pdf http://www.rdrop.com/users/paulmck/RCU/urcu-supp-accepted.2011.08.30a.pdf http://www.computer.org/cms/Computer.org/dl/trans/td/2012/02/extras/ttd2012020375s.pdf } } @inproceedings{AustinClements2012RCULinux:mmapsem ,author = {Austin Clements and Frans Kaashoek and Nickolai Zeldovich} ,title = {Scalable Address Spaces Using {RCU} Balanced Trees} ,booktitle = {Architectural Support for Programming Languages and Operating Systems (ASPLOS 2012)} ,month = {March} ,year = {2012} ,pages = {199--210} ,numpages = {12} ,publisher = {ACM} ,address = {London, UK} ,url="http://people.csail.mit.edu/nickolai/papers/clements-bonsai.pdf" } @unpublished{PaulEMcKenney2012ELCbattery ,Author="Paul E. McKenney" ,Title="Making {RCU} Safe For Battery-Powered Devices" ,month="February" ,day="15" ,year="2012" ,note="Available: \url{http://www.rdrop.com/users/paulmck/RCU/RCUdynticks.2012.02.15b.pdf} [Viewed March 1, 2012]" ,annotation={ RCU_FAST_NO_HZ, round 2. } } @article{GuillermoVigueras2012RCUCrowd ,author = {Vigueras, Guillermo and Ordu\~{n}a, Juan M. and Lozano, Miguel} ,day = {25} ,doi = {10.1007/s11227-012-0766-x} ,issn = {0920-8542} ,journal = {The Journal of Supercomputing} ,keywords = {linux, simulation} ,month = apr ,posted-at = {2012-05-03 09:12:04} ,priority = {2} ,title = {{A Read-Copy Update based parallel server for distributed crowd simulations}} ,url = {http://dx.doi.org/10.1007/s11227-012-0766-x} ,year = {2012} } @unpublished{JonCorbet2012ACCESS:ONCE ,Author="Jon Corbet" ,Title="{ACCESS\_ONCE()}" ,month="August" ,day="1" ,year="2012" ,note="\url{http://lwn.net/Articles/508991/}" ,annotation={ A couple of simple specific compiler optimizations that motivate ACCESS_ONCE(). } } @unpublished{AlexeyGotsman2012VerifyGraceExtended ,Author="Alexey Gotsman and Noam Rinetzky and Hongseok Yang" ,Title="Verifying Highly Concurrent Algorithms with Grace (extended version)" ,month="July" ,day="10" ,year="2012" ,note="\url{http://software.imdea.org/~gotsman/papers/recycling-esop13-ext.pdf}" ,annotation={ Separation-logic formulation of RCU uses. } } @unpublished{PaulMcKenney2012RCUUsage ,Author="Paul E. McKenney and Silas Boyd-Wickizer and Jonathan Walpole" ,Title="{RCU} Usage In the Linux Kernel: One Decade Later" ,month="September" ,day="17" ,year="2012" ,url=http://rdrop.com/users/paulmck/techreports/survey.2012.09.17a.pdf ,note="Technical report paulmck.2012.09.17" ,annotation={ Overview of the first variant of no-CBs CPUs for RCU. } } @unpublished{JonCorbet2012NOCB ,Author="Jon Corbet" ,Title="Relocating RCU callbacks" ,month="October" ,day="31" ,year="2012" ,note="\url{http://lwn.net/Articles/522262/}" ,annotation={ Overview of the first variant of no-CBs CPUs for RCU. } } @phdthesis{JustinSeyster2012PhD ,author="Justin Seyster" ,title="Runtime Verification of Kernel-Level Concurrency Using Compiler-Based Instrumentation" ,school="Stony Brook University" ,year="2012" ,annotation={ Looking for data races, including those involving RCU. Proposal: http://www.fsl.cs.sunysb.edu/docs/jseyster-proposal/redflag.pdf Dissertation: http://www.fsl.cs.sunysb.edu/docs/jseyster-dissertation/redflag.pdf } } @unpublished{PaulEMcKenney2013RCUUsage ,Author="Paul E. McKenney and Silas Boyd-Wickizer and Jonathan Walpole" ,Title="{RCU} Usage in the {Linux} Kernel: One Decade Later" ,month="February" ,day="24" ,year="2013" ,note="\url{http://rdrop.com/users/paulmck/techreports/RCUUsage.2013.02.24a.pdf}" ,annotation={ Usage of RCU within the Linux kernel. } } @inproceedings{AlexeyGotsman2013ESOPRCU ,author = {Alexey Gotsman and Noam Rinetzky and Hongseok Yang} ,title = {Verifying concurrent memory reclamation algorithms with grace} ,booktitle = {ESOP'13: European Symposium on Programming} ,year = {2013} ,pages = {249--269} ,publisher = {Springer} ,address = {Rome, Italy} ,annotation={ http://software.imdea.org/~gotsman/papers/recycling-esop13.pdf } } @unpublished{PaulEMcKenney2013NoTinyPreempt ,Author="Paul E. McKenney" ,Title="Simplifying RCU" ,month="March" ,day="6" ,year="2013" ,note="\url{http://lwn.net/Articles/541037/}" ,annotation={ Getting rid of TINY_PREEMPT_RCU. } } |