whatisRCU.rst 46 KB

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  1. .. _whatisrcu_doc:
  2. What is RCU? -- "Read, Copy, Update"
  3. ======================================
  4. Please note that the "What is RCU?" LWN series is an excellent place
  5. to start learning about RCU:
  6. | 1. What is RCU, Fundamentally? https://lwn.net/Articles/262464/
  7. | 2. What is RCU? Part 2: Usage https://lwn.net/Articles/263130/
  8. | 3. RCU part 3: the RCU API https://lwn.net/Articles/264090/
  9. | 4. The RCU API, 2010 Edition https://lwn.net/Articles/418853/
  10. | 2010 Big API Table https://lwn.net/Articles/419086/
  11. | 5. The RCU API, 2014 Edition https://lwn.net/Articles/609904/
  12. | 2014 Big API Table https://lwn.net/Articles/609973/
  13. | 6. The RCU API, 2019 Edition https://lwn.net/Articles/777036/
  14. | 2019 Big API Table https://lwn.net/Articles/777165/
  15. What is RCU?
  16. RCU is a synchronization mechanism that was added to the Linux kernel
  17. during the 2.5 development effort that is optimized for read-mostly
  18. situations. Although RCU is actually quite simple once you understand it,
  19. getting there can sometimes be a challenge. Part of the problem is that
  20. most of the past descriptions of RCU have been written with the mistaken
  21. assumption that there is "one true way" to describe RCU. Instead,
  22. the experience has been that different people must take different paths
  23. to arrive at an understanding of RCU. This document provides several
  24. different paths, as follows:
  25. :ref:`1. RCU OVERVIEW <1_whatisRCU>`
  26. :ref:`2. WHAT IS RCU'S CORE API? <2_whatisRCU>`
  27. :ref:`3. WHAT ARE SOME EXAMPLE USES OF CORE RCU API? <3_whatisRCU>`
  28. :ref:`4. WHAT IF MY UPDATING THREAD CANNOT BLOCK? <4_whatisRCU>`
  29. :ref:`5. WHAT ARE SOME SIMPLE IMPLEMENTATIONS OF RCU? <5_whatisRCU>`
  30. :ref:`6. ANALOGY WITH READER-WRITER LOCKING <6_whatisRCU>`
  31. :ref:`7. ANALOGY WITH REFERENCE COUNTING <7_whatisRCU>`
  32. :ref:`8. FULL LIST OF RCU APIs <8_whatisRCU>`
  33. :ref:`9. ANSWERS TO QUICK QUIZZES <9_whatisRCU>`
  34. People who prefer starting with a conceptual overview should focus on
  35. Section 1, though most readers will profit by reading this section at
  36. some point. People who prefer to start with an API that they can then
  37. experiment with should focus on Section 2. People who prefer to start
  38. with example uses should focus on Sections 3 and 4. People who need to
  39. understand the RCU implementation should focus on Section 5, then dive
  40. into the kernel source code. People who reason best by analogy should
  41. focus on Section 6. Section 7 serves as an index to the docbook API
  42. documentation, and Section 8 is the traditional answer key.
  43. So, start with the section that makes the most sense to you and your
  44. preferred method of learning. If you need to know everything about
  45. everything, feel free to read the whole thing -- but if you are really
  46. that type of person, you have perused the source code and will therefore
  47. never need this document anyway. ;-)
  48. .. _1_whatisRCU:
  49. 1. RCU OVERVIEW
  50. ----------------
  51. The basic idea behind RCU is to split updates into "removal" and
  52. "reclamation" phases. The removal phase removes references to data items
  53. within a data structure (possibly by replacing them with references to
  54. new versions of these data items), and can run concurrently with readers.
  55. The reason that it is safe to run the removal phase concurrently with
  56. readers is the semantics of modern CPUs guarantee that readers will see
  57. either the old or the new version of the data structure rather than a
  58. partially updated reference. The reclamation phase does the work of reclaiming
  59. (e.g., freeing) the data items removed from the data structure during the
  60. removal phase. Because reclaiming data items can disrupt any readers
  61. concurrently referencing those data items, the reclamation phase must
  62. not start until readers no longer hold references to those data items.
  63. Splitting the update into removal and reclamation phases permits the
  64. updater to perform the removal phase immediately, and to defer the
  65. reclamation phase until all readers active during the removal phase have
  66. completed, either by blocking until they finish or by registering a
  67. callback that is invoked after they finish. Only readers that are active
  68. during the removal phase need be considered, because any reader starting
  69. after the removal phase will be unable to gain a reference to the removed
  70. data items, and therefore cannot be disrupted by the reclamation phase.
  71. So the typical RCU update sequence goes something like the following:
  72. a. Remove pointers to a data structure, so that subsequent
  73. readers cannot gain a reference to it.
  74. b. Wait for all previous readers to complete their RCU read-side
  75. critical sections.
  76. c. At this point, there cannot be any readers who hold references
  77. to the data structure, so it now may safely be reclaimed
  78. (e.g., kfree()d).
  79. Step (b) above is the key idea underlying RCU's deferred destruction.
  80. The ability to wait until all readers are done allows RCU readers to
  81. use much lighter-weight synchronization, in some cases, absolutely no
  82. synchronization at all. In contrast, in more conventional lock-based
  83. schemes, readers must use heavy-weight synchronization in order to
  84. prevent an updater from deleting the data structure out from under them.
  85. This is because lock-based updaters typically update data items in place,
  86. and must therefore exclude readers. In contrast, RCU-based updaters
  87. typically take advantage of the fact that writes to single aligned
  88. pointers are atomic on modern CPUs, allowing atomic insertion, removal,
  89. and replacement of data items in a linked structure without disrupting
  90. readers. Concurrent RCU readers can then continue accessing the old
  91. versions, and can dispense with the atomic operations, memory barriers,
  92. and communications cache misses that are so expensive on present-day
  93. SMP computer systems, even in absence of lock contention.
  94. In the three-step procedure shown above, the updater is performing both
  95. the removal and the reclamation step, but it is often helpful for an
  96. entirely different thread to do the reclamation, as is in fact the case
  97. in the Linux kernel's directory-entry cache (dcache). Even if the same
  98. thread performs both the update step (step (a) above) and the reclamation
  99. step (step (c) above), it is often helpful to think of them separately.
  100. For example, RCU readers and updaters need not communicate at all,
  101. but RCU provides implicit low-overhead communication between readers
  102. and reclaimers, namely, in step (b) above.
  103. So how the heck can a reclaimer tell when a reader is done, given
  104. that readers are not doing any sort of synchronization operations???
  105. Read on to learn about how RCU's API makes this easy.
  106. .. _2_whatisRCU:
  107. 2. WHAT IS RCU'S CORE API?
  108. ---------------------------
  109. The core RCU API is quite small:
  110. a. rcu_read_lock()
  111. b. rcu_read_unlock()
  112. c. synchronize_rcu() / call_rcu()
  113. d. rcu_assign_pointer()
  114. e. rcu_dereference()
  115. There are many other members of the RCU API, but the rest can be
  116. expressed in terms of these five, though most implementations instead
  117. express synchronize_rcu() in terms of the call_rcu() callback API.
  118. The five core RCU APIs are described below, the other 18 will be enumerated
  119. later. See the kernel docbook documentation for more info, or look directly
  120. at the function header comments.
  121. rcu_read_lock()
  122. ^^^^^^^^^^^^^^^
  123. void rcu_read_lock(void);
  124. Used by a reader to inform the reclaimer that the reader is
  125. entering an RCU read-side critical section. It is illegal
  126. to block while in an RCU read-side critical section, though
  127. kernels built with CONFIG_PREEMPT_RCU can preempt RCU
  128. read-side critical sections. Any RCU-protected data structure
  129. accessed during an RCU read-side critical section is guaranteed to
  130. remain unreclaimed for the full duration of that critical section.
  131. Reference counts may be used in conjunction with RCU to maintain
  132. longer-term references to data structures.
  133. rcu_read_unlock()
  134. ^^^^^^^^^^^^^^^^^
  135. void rcu_read_unlock(void);
  136. Used by a reader to inform the reclaimer that the reader is
  137. exiting an RCU read-side critical section. Note that RCU
  138. read-side critical sections may be nested and/or overlapping.
  139. synchronize_rcu()
  140. ^^^^^^^^^^^^^^^^^
  141. void synchronize_rcu(void);
  142. Marks the end of updater code and the beginning of reclaimer
  143. code. It does this by blocking until all pre-existing RCU
  144. read-side critical sections on all CPUs have completed.
  145. Note that synchronize_rcu() will **not** necessarily wait for
  146. any subsequent RCU read-side critical sections to complete.
  147. For example, consider the following sequence of events::
  148. CPU 0 CPU 1 CPU 2
  149. ----------------- ------------------------- ---------------
  150. 1. rcu_read_lock()
  151. 2. enters synchronize_rcu()
  152. 3. rcu_read_lock()
  153. 4. rcu_read_unlock()
  154. 5. exits synchronize_rcu()
  155. 6. rcu_read_unlock()
  156. To reiterate, synchronize_rcu() waits only for ongoing RCU
  157. read-side critical sections to complete, not necessarily for
  158. any that begin after synchronize_rcu() is invoked.
  159. Of course, synchronize_rcu() does not necessarily return
  160. **immediately** after the last pre-existing RCU read-side critical
  161. section completes. For one thing, there might well be scheduling
  162. delays. For another thing, many RCU implementations process
  163. requests in batches in order to improve efficiencies, which can
  164. further delay synchronize_rcu().
  165. Since synchronize_rcu() is the API that must figure out when
  166. readers are done, its implementation is key to RCU. For RCU
  167. to be useful in all but the most read-intensive situations,
  168. synchronize_rcu()'s overhead must also be quite small.
  169. The call_rcu() API is a callback form of synchronize_rcu(),
  170. and is described in more detail in a later section. Instead of
  171. blocking, it registers a function and argument which are invoked
  172. after all ongoing RCU read-side critical sections have completed.
  173. This callback variant is particularly useful in situations where
  174. it is illegal to block or where update-side performance is
  175. critically important.
  176. However, the call_rcu() API should not be used lightly, as use
  177. of the synchronize_rcu() API generally results in simpler code.
  178. In addition, the synchronize_rcu() API has the nice property
  179. of automatically limiting update rate should grace periods
  180. be delayed. This property results in system resilience in face
  181. of denial-of-service attacks. Code using call_rcu() should limit
  182. update rate in order to gain this same sort of resilience. See
  183. checklist.rst for some approaches to limiting the update rate.
  184. rcu_assign_pointer()
  185. ^^^^^^^^^^^^^^^^^^^^
  186. void rcu_assign_pointer(p, typeof(p) v);
  187. Yes, rcu_assign_pointer() **is** implemented as a macro, though it
  188. would be cool to be able to declare a function in this manner.
  189. (Compiler experts will no doubt disagree.)
  190. The updater uses this function to assign a new value to an
  191. RCU-protected pointer, in order to safely communicate the change
  192. in value from the updater to the reader. This macro does not
  193. evaluate to an rvalue, but it does execute any memory-barrier
  194. instructions required for a given CPU architecture.
  195. Perhaps just as important, it serves to document (1) which
  196. pointers are protected by RCU and (2) the point at which a
  197. given structure becomes accessible to other CPUs. That said,
  198. rcu_assign_pointer() is most frequently used indirectly, via
  199. the _rcu list-manipulation primitives such as list_add_rcu().
  200. rcu_dereference()
  201. ^^^^^^^^^^^^^^^^^
  202. typeof(p) rcu_dereference(p);
  203. Like rcu_assign_pointer(), rcu_dereference() must be implemented
  204. as a macro.
  205. The reader uses rcu_dereference() to fetch an RCU-protected
  206. pointer, which returns a value that may then be safely
  207. dereferenced. Note that rcu_dereference() does not actually
  208. dereference the pointer, instead, it protects the pointer for
  209. later dereferencing. It also executes any needed memory-barrier
  210. instructions for a given CPU architecture. Currently, only Alpha
  211. needs memory barriers within rcu_dereference() -- on other CPUs,
  212. it compiles to nothing, not even a compiler directive.
  213. Common coding practice uses rcu_dereference() to copy an
  214. RCU-protected pointer to a local variable, then dereferences
  215. this local variable, for example as follows::
  216. p = rcu_dereference(head.next);
  217. return p->data;
  218. However, in this case, one could just as easily combine these
  219. into one statement::
  220. return rcu_dereference(head.next)->data;
  221. If you are going to be fetching multiple fields from the
  222. RCU-protected structure, using the local variable is of
  223. course preferred. Repeated rcu_dereference() calls look
  224. ugly, do not guarantee that the same pointer will be returned
  225. if an update happened while in the critical section, and incur
  226. unnecessary overhead on Alpha CPUs.
  227. Note that the value returned by rcu_dereference() is valid
  228. only within the enclosing RCU read-side critical section [1]_.
  229. For example, the following is **not** legal::
  230. rcu_read_lock();
  231. p = rcu_dereference(head.next);
  232. rcu_read_unlock();
  233. x = p->address; /* BUG!!! */
  234. rcu_read_lock();
  235. y = p->data; /* BUG!!! */
  236. rcu_read_unlock();
  237. Holding a reference from one RCU read-side critical section
  238. to another is just as illegal as holding a reference from
  239. one lock-based critical section to another! Similarly,
  240. using a reference outside of the critical section in which
  241. it was acquired is just as illegal as doing so with normal
  242. locking.
  243. As with rcu_assign_pointer(), an important function of
  244. rcu_dereference() is to document which pointers are protected by
  245. RCU, in particular, flagging a pointer that is subject to changing
  246. at any time, including immediately after the rcu_dereference().
  247. And, again like rcu_assign_pointer(), rcu_dereference() is
  248. typically used indirectly, via the _rcu list-manipulation
  249. primitives, such as list_for_each_entry_rcu() [2]_.
  250. .. [1] The variant rcu_dereference_protected() can be used outside
  251. of an RCU read-side critical section as long as the usage is
  252. protected by locks acquired by the update-side code. This variant
  253. avoids the lockdep warning that would happen when using (for
  254. example) rcu_dereference() without rcu_read_lock() protection.
  255. Using rcu_dereference_protected() also has the advantage
  256. of permitting compiler optimizations that rcu_dereference()
  257. must prohibit. The rcu_dereference_protected() variant takes
  258. a lockdep expression to indicate which locks must be acquired
  259. by the caller. If the indicated protection is not provided,
  260. a lockdep splat is emitted. See Design/Requirements/Requirements.rst
  261. and the API's code comments for more details and example usage.
  262. .. [2] If the list_for_each_entry_rcu() instance might be used by
  263. update-side code as well as by RCU readers, then an additional
  264. lockdep expression can be added to its list of arguments.
  265. For example, given an additional "lock_is_held(&mylock)" argument,
  266. the RCU lockdep code would complain only if this instance was
  267. invoked outside of an RCU read-side critical section and without
  268. the protection of mylock.
  269. The following diagram shows how each API communicates among the
  270. reader, updater, and reclaimer.
  271. ::
  272. rcu_assign_pointer()
  273. +--------+
  274. +---------------------->| reader |---------+
  275. | +--------+ |
  276. | | |
  277. | | | Protect:
  278. | | | rcu_read_lock()
  279. | | | rcu_read_unlock()
  280. | rcu_dereference() | |
  281. +---------+ | |
  282. | updater |<----------------+ |
  283. +---------+ V
  284. | +-----------+
  285. +----------------------------------->| reclaimer |
  286. +-----------+
  287. Defer:
  288. synchronize_rcu() & call_rcu()
  289. The RCU infrastructure observes the time sequence of rcu_read_lock(),
  290. rcu_read_unlock(), synchronize_rcu(), and call_rcu() invocations in
  291. order to determine when (1) synchronize_rcu() invocations may return
  292. to their callers and (2) call_rcu() callbacks may be invoked. Efficient
  293. implementations of the RCU infrastructure make heavy use of batching in
  294. order to amortize their overhead over many uses of the corresponding APIs.
  295. There are at least three flavors of RCU usage in the Linux kernel. The diagram
  296. above shows the most common one. On the updater side, the rcu_assign_pointer(),
  297. synchronize_rcu() and call_rcu() primitives used are the same for all three
  298. flavors. However for protection (on the reader side), the primitives used vary
  299. depending on the flavor:
  300. a. rcu_read_lock() / rcu_read_unlock()
  301. rcu_dereference()
  302. b. rcu_read_lock_bh() / rcu_read_unlock_bh()
  303. local_bh_disable() / local_bh_enable()
  304. rcu_dereference_bh()
  305. c. rcu_read_lock_sched() / rcu_read_unlock_sched()
  306. preempt_disable() / preempt_enable()
  307. local_irq_save() / local_irq_restore()
  308. hardirq enter / hardirq exit
  309. NMI enter / NMI exit
  310. rcu_dereference_sched()
  311. These three flavors are used as follows:
  312. a. RCU applied to normal data structures.
  313. b. RCU applied to networking data structures that may be subjected
  314. to remote denial-of-service attacks.
  315. c. RCU applied to scheduler and interrupt/NMI-handler tasks.
  316. Again, most uses will be of (a). The (b) and (c) cases are important
  317. for specialized uses, but are relatively uncommon.
  318. .. _3_whatisRCU:
  319. 3. WHAT ARE SOME EXAMPLE USES OF CORE RCU API?
  320. -----------------------------------------------
  321. This section shows a simple use of the core RCU API to protect a
  322. global pointer to a dynamically allocated structure. More-typical
  323. uses of RCU may be found in listRCU.rst, arrayRCU.rst, and NMI-RCU.rst.
  324. ::
  325. struct foo {
  326. int a;
  327. char b;
  328. long c;
  329. };
  330. DEFINE_SPINLOCK(foo_mutex);
  331. struct foo __rcu *gbl_foo;
  332. /*
  333. * Create a new struct foo that is the same as the one currently
  334. * pointed to by gbl_foo, except that field "a" is replaced
  335. * with "new_a". Points gbl_foo to the new structure, and
  336. * frees up the old structure after a grace period.
  337. *
  338. * Uses rcu_assign_pointer() to ensure that concurrent readers
  339. * see the initialized version of the new structure.
  340. *
  341. * Uses synchronize_rcu() to ensure that any readers that might
  342. * have references to the old structure complete before freeing
  343. * the old structure.
  344. */
  345. void foo_update_a(int new_a)
  346. {
  347. struct foo *new_fp;
  348. struct foo *old_fp;
  349. new_fp = kmalloc(sizeof(*new_fp), GFP_KERNEL);
  350. spin_lock(&foo_mutex);
  351. old_fp = rcu_dereference_protected(gbl_foo, lockdep_is_held(&foo_mutex));
  352. *new_fp = *old_fp;
  353. new_fp->a = new_a;
  354. rcu_assign_pointer(gbl_foo, new_fp);
  355. spin_unlock(&foo_mutex);
  356. synchronize_rcu();
  357. kfree(old_fp);
  358. }
  359. /*
  360. * Return the value of field "a" of the current gbl_foo
  361. * structure. Use rcu_read_lock() and rcu_read_unlock()
  362. * to ensure that the structure does not get deleted out
  363. * from under us, and use rcu_dereference() to ensure that
  364. * we see the initialized version of the structure (important
  365. * for DEC Alpha and for people reading the code).
  366. */
  367. int foo_get_a(void)
  368. {
  369. int retval;
  370. rcu_read_lock();
  371. retval = rcu_dereference(gbl_foo)->a;
  372. rcu_read_unlock();
  373. return retval;
  374. }
  375. So, to sum up:
  376. - Use rcu_read_lock() and rcu_read_unlock() to guard RCU
  377. read-side critical sections.
  378. - Within an RCU read-side critical section, use rcu_dereference()
  379. to dereference RCU-protected pointers.
  380. - Use some solid scheme (such as locks or semaphores) to
  381. keep concurrent updates from interfering with each other.
  382. - Use rcu_assign_pointer() to update an RCU-protected pointer.
  383. This primitive protects concurrent readers from the updater,
  384. **not** concurrent updates from each other! You therefore still
  385. need to use locking (or something similar) to keep concurrent
  386. rcu_assign_pointer() primitives from interfering with each other.
  387. - Use synchronize_rcu() **after** removing a data element from an
  388. RCU-protected data structure, but **before** reclaiming/freeing
  389. the data element, in order to wait for the completion of all
  390. RCU read-side critical sections that might be referencing that
  391. data item.
  392. See checklist.rst for additional rules to follow when using RCU.
  393. And again, more-typical uses of RCU may be found in listRCU.rst,
  394. arrayRCU.rst, and NMI-RCU.rst.
  395. .. _4_whatisRCU:
  396. 4. WHAT IF MY UPDATING THREAD CANNOT BLOCK?
  397. --------------------------------------------
  398. In the example above, foo_update_a() blocks until a grace period elapses.
  399. This is quite simple, but in some cases one cannot afford to wait so
  400. long -- there might be other high-priority work to be done.
  401. In such cases, one uses call_rcu() rather than synchronize_rcu().
  402. The call_rcu() API is as follows::
  403. void call_rcu(struct rcu_head *head, rcu_callback_t func);
  404. This function invokes func(head) after a grace period has elapsed.
  405. This invocation might happen from either softirq or process context,
  406. so the function is not permitted to block. The foo struct needs to
  407. have an rcu_head structure added, perhaps as follows::
  408. struct foo {
  409. int a;
  410. char b;
  411. long c;
  412. struct rcu_head rcu;
  413. };
  414. The foo_update_a() function might then be written as follows::
  415. /*
  416. * Create a new struct foo that is the same as the one currently
  417. * pointed to by gbl_foo, except that field "a" is replaced
  418. * with "new_a". Points gbl_foo to the new structure, and
  419. * frees up the old structure after a grace period.
  420. *
  421. * Uses rcu_assign_pointer() to ensure that concurrent readers
  422. * see the initialized version of the new structure.
  423. *
  424. * Uses call_rcu() to ensure that any readers that might have
  425. * references to the old structure complete before freeing the
  426. * old structure.
  427. */
  428. void foo_update_a(int new_a)
  429. {
  430. struct foo *new_fp;
  431. struct foo *old_fp;
  432. new_fp = kmalloc(sizeof(*new_fp), GFP_KERNEL);
  433. spin_lock(&foo_mutex);
  434. old_fp = rcu_dereference_protected(gbl_foo, lockdep_is_held(&foo_mutex));
  435. *new_fp = *old_fp;
  436. new_fp->a = new_a;
  437. rcu_assign_pointer(gbl_foo, new_fp);
  438. spin_unlock(&foo_mutex);
  439. call_rcu(&old_fp->rcu, foo_reclaim);
  440. }
  441. The foo_reclaim() function might appear as follows::
  442. void foo_reclaim(struct rcu_head *rp)
  443. {
  444. struct foo *fp = container_of(rp, struct foo, rcu);
  445. foo_cleanup(fp->a);
  446. kfree(fp);
  447. }
  448. The container_of() primitive is a macro that, given a pointer into a
  449. struct, the type of the struct, and the pointed-to field within the
  450. struct, returns a pointer to the beginning of the struct.
  451. The use of call_rcu() permits the caller of foo_update_a() to
  452. immediately regain control, without needing to worry further about the
  453. old version of the newly updated element. It also clearly shows the
  454. RCU distinction between updater, namely foo_update_a(), and reclaimer,
  455. namely foo_reclaim().
  456. The summary of advice is the same as for the previous section, except
  457. that we are now using call_rcu() rather than synchronize_rcu():
  458. - Use call_rcu() **after** removing a data element from an
  459. RCU-protected data structure in order to register a callback
  460. function that will be invoked after the completion of all RCU
  461. read-side critical sections that might be referencing that
  462. data item.
  463. If the callback for call_rcu() is not doing anything more than calling
  464. kfree() on the structure, you can use kfree_rcu() instead of call_rcu()
  465. to avoid having to write your own callback::
  466. kfree_rcu(old_fp, rcu);
  467. Again, see checklist.rst for additional rules governing the use of RCU.
  468. .. _5_whatisRCU:
  469. 5. WHAT ARE SOME SIMPLE IMPLEMENTATIONS OF RCU?
  470. ------------------------------------------------
  471. One of the nice things about RCU is that it has extremely simple "toy"
  472. implementations that are a good first step towards understanding the
  473. production-quality implementations in the Linux kernel. This section
  474. presents two such "toy" implementations of RCU, one that is implemented
  475. in terms of familiar locking primitives, and another that more closely
  476. resembles "classic" RCU. Both are way too simple for real-world use,
  477. lacking both functionality and performance. However, they are useful
  478. in getting a feel for how RCU works. See kernel/rcu/update.c for a
  479. production-quality implementation, and see:
  480. http://www.rdrop.com/users/paulmck/RCU
  481. for papers describing the Linux kernel RCU implementation. The OLS'01
  482. and OLS'02 papers are a good introduction, and the dissertation provides
  483. more details on the current implementation as of early 2004.
  484. 5A. "TOY" IMPLEMENTATION #1: LOCKING
  485. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  486. This section presents a "toy" RCU implementation that is based on
  487. familiar locking primitives. Its overhead makes it a non-starter for
  488. real-life use, as does its lack of scalability. It is also unsuitable
  489. for realtime use, since it allows scheduling latency to "bleed" from
  490. one read-side critical section to another. It also assumes recursive
  491. reader-writer locks: If you try this with non-recursive locks, and
  492. you allow nested rcu_read_lock() calls, you can deadlock.
  493. However, it is probably the easiest implementation to relate to, so is
  494. a good starting point.
  495. It is extremely simple::
  496. static DEFINE_RWLOCK(rcu_gp_mutex);
  497. void rcu_read_lock(void)
  498. {
  499. read_lock(&rcu_gp_mutex);
  500. }
  501. void rcu_read_unlock(void)
  502. {
  503. read_unlock(&rcu_gp_mutex);
  504. }
  505. void synchronize_rcu(void)
  506. {
  507. write_lock(&rcu_gp_mutex);
  508. smp_mb__after_spinlock();
  509. write_unlock(&rcu_gp_mutex);
  510. }
  511. [You can ignore rcu_assign_pointer() and rcu_dereference() without missing
  512. much. But here are simplified versions anyway. And whatever you do,
  513. don't forget about them when submitting patches making use of RCU!]::
  514. #define rcu_assign_pointer(p, v) \
  515. ({ \
  516. smp_store_release(&(p), (v)); \
  517. })
  518. #define rcu_dereference(p) \
  519. ({ \
  520. typeof(p) _________p1 = READ_ONCE(p); \
  521. (_________p1); \
  522. })
  523. The rcu_read_lock() and rcu_read_unlock() primitive read-acquire
  524. and release a global reader-writer lock. The synchronize_rcu()
  525. primitive write-acquires this same lock, then releases it. This means
  526. that once synchronize_rcu() exits, all RCU read-side critical sections
  527. that were in progress before synchronize_rcu() was called are guaranteed
  528. to have completed -- there is no way that synchronize_rcu() would have
  529. been able to write-acquire the lock otherwise. The smp_mb__after_spinlock()
  530. promotes synchronize_rcu() to a full memory barrier in compliance with
  531. the "Memory-Barrier Guarantees" listed in:
  532. Design/Requirements/Requirements.rst
  533. It is possible to nest rcu_read_lock(), since reader-writer locks may
  534. be recursively acquired. Note also that rcu_read_lock() is immune
  535. from deadlock (an important property of RCU). The reason for this is
  536. that the only thing that can block rcu_read_lock() is a synchronize_rcu().
  537. But synchronize_rcu() does not acquire any locks while holding rcu_gp_mutex,
  538. so there can be no deadlock cycle.
  539. .. _quiz_1:
  540. Quick Quiz #1:
  541. Why is this argument naive? How could a deadlock
  542. occur when using this algorithm in a real-world Linux
  543. kernel? How could this deadlock be avoided?
  544. :ref:`Answers to Quick Quiz <9_whatisRCU>`
  545. 5B. "TOY" EXAMPLE #2: CLASSIC RCU
  546. ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  547. This section presents a "toy" RCU implementation that is based on
  548. "classic RCU". It is also short on performance (but only for updates) and
  549. on features such as hotplug CPU and the ability to run in CONFIG_PREEMPTION
  550. kernels. The definitions of rcu_dereference() and rcu_assign_pointer()
  551. are the same as those shown in the preceding section, so they are omitted.
  552. ::
  553. void rcu_read_lock(void) { }
  554. void rcu_read_unlock(void) { }
  555. void synchronize_rcu(void)
  556. {
  557. int cpu;
  558. for_each_possible_cpu(cpu)
  559. run_on(cpu);
  560. }
  561. Note that rcu_read_lock() and rcu_read_unlock() do absolutely nothing.
  562. This is the great strength of classic RCU in a non-preemptive kernel:
  563. read-side overhead is precisely zero, at least on non-Alpha CPUs.
  564. And there is absolutely no way that rcu_read_lock() can possibly
  565. participate in a deadlock cycle!
  566. The implementation of synchronize_rcu() simply schedules itself on each
  567. CPU in turn. The run_on() primitive can be implemented straightforwardly
  568. in terms of the sched_setaffinity() primitive. Of course, a somewhat less
  569. "toy" implementation would restore the affinity upon completion rather
  570. than just leaving all tasks running on the last CPU, but when I said
  571. "toy", I meant **toy**!
  572. So how the heck is this supposed to work???
  573. Remember that it is illegal to block while in an RCU read-side critical
  574. section. Therefore, if a given CPU executes a context switch, we know
  575. that it must have completed all preceding RCU read-side critical sections.
  576. Once **all** CPUs have executed a context switch, then **all** preceding
  577. RCU read-side critical sections will have completed.
  578. So, suppose that we remove a data item from its structure and then invoke
  579. synchronize_rcu(). Once synchronize_rcu() returns, we are guaranteed
  580. that there are no RCU read-side critical sections holding a reference
  581. to that data item, so we can safely reclaim it.
  582. .. _quiz_2:
  583. Quick Quiz #2:
  584. Give an example where Classic RCU's read-side
  585. overhead is **negative**.
  586. :ref:`Answers to Quick Quiz <9_whatisRCU>`
  587. .. _quiz_3:
  588. Quick Quiz #3:
  589. If it is illegal to block in an RCU read-side
  590. critical section, what the heck do you do in
  591. CONFIG_PREEMPT_RT, where normal spinlocks can block???
  592. :ref:`Answers to Quick Quiz <9_whatisRCU>`
  593. .. _6_whatisRCU:
  594. 6. ANALOGY WITH READER-WRITER LOCKING
  595. --------------------------------------
  596. Although RCU can be used in many different ways, a very common use of
  597. RCU is analogous to reader-writer locking. The following unified
  598. diff shows how closely related RCU and reader-writer locking can be.
  599. ::
  600. @@ -5,5 +5,5 @@ struct el {
  601. int data;
  602. /* Other data fields */
  603. };
  604. -rwlock_t listmutex;
  605. +spinlock_t listmutex;
  606. struct el head;
  607. @@ -13,15 +14,15 @@
  608. struct list_head *lp;
  609. struct el *p;
  610. - read_lock(&listmutex);
  611. - list_for_each_entry(p, head, lp) {
  612. + rcu_read_lock();
  613. + list_for_each_entry_rcu(p, head, lp) {
  614. if (p->key == key) {
  615. *result = p->data;
  616. - read_unlock(&listmutex);
  617. + rcu_read_unlock();
  618. return 1;
  619. }
  620. }
  621. - read_unlock(&listmutex);
  622. + rcu_read_unlock();
  623. return 0;
  624. }
  625. @@ -29,15 +30,16 @@
  626. {
  627. struct el *p;
  628. - write_lock(&listmutex);
  629. + spin_lock(&listmutex);
  630. list_for_each_entry(p, head, lp) {
  631. if (p->key == key) {
  632. - list_del(&p->list);
  633. - write_unlock(&listmutex);
  634. + list_del_rcu(&p->list);
  635. + spin_unlock(&listmutex);
  636. + synchronize_rcu();
  637. kfree(p);
  638. return 1;
  639. }
  640. }
  641. - write_unlock(&listmutex);
  642. + spin_unlock(&listmutex);
  643. return 0;
  644. }
  645. Or, for those who prefer a side-by-side listing::
  646. 1 struct el { 1 struct el {
  647. 2 struct list_head list; 2 struct list_head list;
  648. 3 long key; 3 long key;
  649. 4 spinlock_t mutex; 4 spinlock_t mutex;
  650. 5 int data; 5 int data;
  651. 6 /* Other data fields */ 6 /* Other data fields */
  652. 7 }; 7 };
  653. 8 rwlock_t listmutex; 8 spinlock_t listmutex;
  654. 9 struct el head; 9 struct el head;
  655. ::
  656. 1 int search(long key, int *result) 1 int search(long key, int *result)
  657. 2 { 2 {
  658. 3 struct list_head *lp; 3 struct list_head *lp;
  659. 4 struct el *p; 4 struct el *p;
  660. 5 5
  661. 6 read_lock(&listmutex); 6 rcu_read_lock();
  662. 7 list_for_each_entry(p, head, lp) { 7 list_for_each_entry_rcu(p, head, lp) {
  663. 8 if (p->key == key) { 8 if (p->key == key) {
  664. 9 *result = p->data; 9 *result = p->data;
  665. 10 read_unlock(&listmutex); 10 rcu_read_unlock();
  666. 11 return 1; 11 return 1;
  667. 12 } 12 }
  668. 13 } 13 }
  669. 14 read_unlock(&listmutex); 14 rcu_read_unlock();
  670. 15 return 0; 15 return 0;
  671. 16 } 16 }
  672. ::
  673. 1 int delete(long key) 1 int delete(long key)
  674. 2 { 2 {
  675. 3 struct el *p; 3 struct el *p;
  676. 4 4
  677. 5 write_lock(&listmutex); 5 spin_lock(&listmutex);
  678. 6 list_for_each_entry(p, head, lp) { 6 list_for_each_entry(p, head, lp) {
  679. 7 if (p->key == key) { 7 if (p->key == key) {
  680. 8 list_del(&p->list); 8 list_del_rcu(&p->list);
  681. 9 write_unlock(&listmutex); 9 spin_unlock(&listmutex);
  682. 10 synchronize_rcu();
  683. 10 kfree(p); 11 kfree(p);
  684. 11 return 1; 12 return 1;
  685. 12 } 13 }
  686. 13 } 14 }
  687. 14 write_unlock(&listmutex); 15 spin_unlock(&listmutex);
  688. 15 return 0; 16 return 0;
  689. 16 } 17 }
  690. Either way, the differences are quite small. Read-side locking moves
  691. to rcu_read_lock() and rcu_read_unlock, update-side locking moves from
  692. a reader-writer lock to a simple spinlock, and a synchronize_rcu()
  693. precedes the kfree().
  694. However, there is one potential catch: the read-side and update-side
  695. critical sections can now run concurrently. In many cases, this will
  696. not be a problem, but it is necessary to check carefully regardless.
  697. For example, if multiple independent list updates must be seen as
  698. a single atomic update, converting to RCU will require special care.
  699. Also, the presence of synchronize_rcu() means that the RCU version of
  700. delete() can now block. If this is a problem, there is a callback-based
  701. mechanism that never blocks, namely call_rcu() or kfree_rcu(), that can
  702. be used in place of synchronize_rcu().
  703. .. _7_whatisRCU:
  704. 7. ANALOGY WITH REFERENCE COUNTING
  705. -----------------------------------
  706. The reader-writer analogy (illustrated by the previous section) is not
  707. always the best way to think about using RCU. Another helpful analogy
  708. considers RCU an effective reference count on everything which is
  709. protected by RCU.
  710. A reference count typically does not prevent the referenced object's
  711. values from changing, but does prevent changes to type -- particularly the
  712. gross change of type that happens when that object's memory is freed and
  713. re-allocated for some other purpose. Once a type-safe reference to the
  714. object is obtained, some other mechanism is needed to ensure consistent
  715. access to the data in the object. This could involve taking a spinlock,
  716. but with RCU the typical approach is to perform reads with SMP-aware
  717. operations such as smp_load_acquire(), to perform updates with atomic
  718. read-modify-write operations, and to provide the necessary ordering.
  719. RCU provides a number of support functions that embed the required
  720. operations and ordering, such as the list_for_each_entry_rcu() macro
  721. used in the previous section.
  722. A more focused view of the reference counting behavior is that,
  723. between rcu_read_lock() and rcu_read_unlock(), any reference taken with
  724. rcu_dereference() on a pointer marked as ``__rcu`` can be treated as
  725. though a reference-count on that object has been temporarily increased.
  726. This prevents the object from changing type. Exactly what this means
  727. will depend on normal expectations of objects of that type, but it
  728. typically includes that spinlocks can still be safely locked, normal
  729. reference counters can be safely manipulated, and ``__rcu`` pointers
  730. can be safely dereferenced.
  731. Some operations that one might expect to see on an object for
  732. which an RCU reference is held include:
  733. - Copying out data that is guaranteed to be stable by the object's type.
  734. - Using kref_get_unless_zero() or similar to get a longer-term
  735. reference. This may fail of course.
  736. - Acquiring a spinlock in the object, and checking if the object still
  737. is the expected object and if so, manipulating it freely.
  738. The understanding that RCU provides a reference that only prevents a
  739. change of type is particularly visible with objects allocated from a
  740. slab cache marked ``SLAB_TYPESAFE_BY_RCU``. RCU operations may yield a
  741. reference to an object from such a cache that has been concurrently freed
  742. and the memory reallocated to a completely different object, though of
  743. the same type. In this case RCU doesn't even protect the identity of the
  744. object from changing, only its type. So the object found may not be the
  745. one expected, but it will be one where it is safe to take a reference
  746. (and then potentially acquiring a spinlock), allowing subsequent code
  747. to check whether the identity matches expectations. It is tempting
  748. to simply acquire the spinlock without first taking the reference, but
  749. unfortunately any spinlock in a ``SLAB_TYPESAFE_BY_RCU`` object must be
  750. initialized after each and every call to kmem_cache_alloc(), which renders
  751. reference-free spinlock acquisition completely unsafe. Therefore, when
  752. using ``SLAB_TYPESAFE_BY_RCU``, make proper use of a reference counter.
  753. With traditional reference counting -- such as that implemented by the
  754. kref library in Linux -- there is typically code that runs when the last
  755. reference to an object is dropped. With kref, this is the function
  756. passed to kref_put(). When RCU is being used, such finalization code
  757. must not be run until all ``__rcu`` pointers referencing the object have
  758. been updated, and then a grace period has passed. Every remaining
  759. globally visible pointer to the object must be considered to be a
  760. potential counted reference, and the finalization code is typically run
  761. using call_rcu() only after all those pointers have been changed.
  762. To see how to choose between these two analogies -- of RCU as a
  763. reader-writer lock and RCU as a reference counting system -- it is useful
  764. to reflect on the scale of the thing being protected. The reader-writer
  765. lock analogy looks at larger multi-part objects such as a linked list
  766. and shows how RCU can facilitate concurrency while elements are added
  767. to, and removed from, the list. The reference-count analogy looks at
  768. the individual objects and looks at how they can be accessed safely
  769. within whatever whole they are a part of.
  770. .. _8_whatisRCU:
  771. 8. FULL LIST OF RCU APIs
  772. -------------------------
  773. The RCU APIs are documented in docbook-format header comments in the
  774. Linux-kernel source code, but it helps to have a full list of the
  775. APIs, since there does not appear to be a way to categorize them
  776. in docbook. Here is the list, by category.
  777. RCU list traversal::
  778. list_entry_rcu
  779. list_entry_lockless
  780. list_first_entry_rcu
  781. list_next_rcu
  782. list_for_each_entry_rcu
  783. list_for_each_entry_continue_rcu
  784. list_for_each_entry_from_rcu
  785. list_first_or_null_rcu
  786. list_next_or_null_rcu
  787. hlist_first_rcu
  788. hlist_next_rcu
  789. hlist_pprev_rcu
  790. hlist_for_each_entry_rcu
  791. hlist_for_each_entry_rcu_bh
  792. hlist_for_each_entry_from_rcu
  793. hlist_for_each_entry_continue_rcu
  794. hlist_for_each_entry_continue_rcu_bh
  795. hlist_nulls_first_rcu
  796. hlist_nulls_for_each_entry_rcu
  797. hlist_bl_first_rcu
  798. hlist_bl_for_each_entry_rcu
  799. RCU pointer/list update::
  800. rcu_assign_pointer
  801. list_add_rcu
  802. list_add_tail_rcu
  803. list_del_rcu
  804. list_replace_rcu
  805. hlist_add_behind_rcu
  806. hlist_add_before_rcu
  807. hlist_add_head_rcu
  808. hlist_add_tail_rcu
  809. hlist_del_rcu
  810. hlist_del_init_rcu
  811. hlist_replace_rcu
  812. list_splice_init_rcu
  813. list_splice_tail_init_rcu
  814. hlist_nulls_del_init_rcu
  815. hlist_nulls_del_rcu
  816. hlist_nulls_add_head_rcu
  817. hlist_bl_add_head_rcu
  818. hlist_bl_del_init_rcu
  819. hlist_bl_del_rcu
  820. hlist_bl_set_first_rcu
  821. RCU::
  822. Critical sections Grace period Barrier
  823. rcu_read_lock synchronize_net rcu_barrier
  824. rcu_read_unlock synchronize_rcu
  825. rcu_dereference synchronize_rcu_expedited
  826. rcu_read_lock_held call_rcu
  827. rcu_dereference_check kfree_rcu
  828. rcu_dereference_protected
  829. bh::
  830. Critical sections Grace period Barrier
  831. rcu_read_lock_bh call_rcu rcu_barrier
  832. rcu_read_unlock_bh synchronize_rcu
  833. [local_bh_disable] synchronize_rcu_expedited
  834. [and friends]
  835. rcu_dereference_bh
  836. rcu_dereference_bh_check
  837. rcu_dereference_bh_protected
  838. rcu_read_lock_bh_held
  839. sched::
  840. Critical sections Grace period Barrier
  841. rcu_read_lock_sched call_rcu rcu_barrier
  842. rcu_read_unlock_sched synchronize_rcu
  843. [preempt_disable] synchronize_rcu_expedited
  844. [and friends]
  845. rcu_read_lock_sched_notrace
  846. rcu_read_unlock_sched_notrace
  847. rcu_dereference_sched
  848. rcu_dereference_sched_check
  849. rcu_dereference_sched_protected
  850. rcu_read_lock_sched_held
  851. SRCU::
  852. Critical sections Grace period Barrier
  853. srcu_read_lock call_srcu srcu_barrier
  854. srcu_read_unlock synchronize_srcu
  855. srcu_dereference synchronize_srcu_expedited
  856. srcu_dereference_check
  857. srcu_read_lock_held
  858. SRCU: Initialization/cleanup::
  859. DEFINE_SRCU
  860. DEFINE_STATIC_SRCU
  861. init_srcu_struct
  862. cleanup_srcu_struct
  863. All: lockdep-checked RCU utility APIs::
  864. RCU_LOCKDEP_WARN
  865. rcu_sleep_check
  866. RCU_NONIDLE
  867. All: Unchecked RCU-protected pointer access::
  868. rcu_dereference_raw
  869. All: Unchecked RCU-protected pointer access with dereferencing prohibited::
  870. rcu_access_pointer
  871. See the comment headers in the source code (or the docbook generated
  872. from them) for more information.
  873. However, given that there are no fewer than four families of RCU APIs
  874. in the Linux kernel, how do you choose which one to use? The following
  875. list can be helpful:
  876. a. Will readers need to block? If so, you need SRCU.
  877. b. What about the -rt patchset? If readers would need to block
  878. in an non-rt kernel, you need SRCU. If readers would block
  879. in a -rt kernel, but not in a non-rt kernel, SRCU is not
  880. necessary. (The -rt patchset turns spinlocks into sleeplocks,
  881. hence this distinction.)
  882. c. Do you need to treat NMI handlers, hardirq handlers,
  883. and code segments with preemption disabled (whether
  884. via preempt_disable(), local_irq_save(), local_bh_disable(),
  885. or some other mechanism) as if they were explicit RCU readers?
  886. If so, RCU-sched is the only choice that will work for you.
  887. d. Do you need RCU grace periods to complete even in the face
  888. of softirq monopolization of one or more of the CPUs? For
  889. example, is your code subject to network-based denial-of-service
  890. attacks? If so, you should disable softirq across your readers,
  891. for example, by using rcu_read_lock_bh().
  892. e. Is your workload too update-intensive for normal use of
  893. RCU, but inappropriate for other synchronization mechanisms?
  894. If so, consider SLAB_TYPESAFE_BY_RCU (which was originally
  895. named SLAB_DESTROY_BY_RCU). But please be careful!
  896. f. Do you need read-side critical sections that are respected
  897. even though they are in the middle of the idle loop, during
  898. user-mode execution, or on an offlined CPU? If so, SRCU is the
  899. only choice that will work for you.
  900. g. Otherwise, use RCU.
  901. Of course, this all assumes that you have determined that RCU is in fact
  902. the right tool for your job.
  903. .. _9_whatisRCU:
  904. 9. ANSWERS TO QUICK QUIZZES
  905. ----------------------------
  906. Quick Quiz #1:
  907. Why is this argument naive? How could a deadlock
  908. occur when using this algorithm in a real-world Linux
  909. kernel? [Referring to the lock-based "toy" RCU
  910. algorithm.]
  911. Answer:
  912. Consider the following sequence of events:
  913. 1. CPU 0 acquires some unrelated lock, call it
  914. "problematic_lock", disabling irq via
  915. spin_lock_irqsave().
  916. 2. CPU 1 enters synchronize_rcu(), write-acquiring
  917. rcu_gp_mutex.
  918. 3. CPU 0 enters rcu_read_lock(), but must wait
  919. because CPU 1 holds rcu_gp_mutex.
  920. 4. CPU 1 is interrupted, and the irq handler
  921. attempts to acquire problematic_lock.
  922. The system is now deadlocked.
  923. One way to avoid this deadlock is to use an approach like
  924. that of CONFIG_PREEMPT_RT, where all normal spinlocks
  925. become blocking locks, and all irq handlers execute in
  926. the context of special tasks. In this case, in step 4
  927. above, the irq handler would block, allowing CPU 1 to
  928. release rcu_gp_mutex, avoiding the deadlock.
  929. Even in the absence of deadlock, this RCU implementation
  930. allows latency to "bleed" from readers to other
  931. readers through synchronize_rcu(). To see this,
  932. consider task A in an RCU read-side critical section
  933. (thus read-holding rcu_gp_mutex), task B blocked
  934. attempting to write-acquire rcu_gp_mutex, and
  935. task C blocked in rcu_read_lock() attempting to
  936. read_acquire rcu_gp_mutex. Task A's RCU read-side
  937. latency is holding up task C, albeit indirectly via
  938. task B.
  939. Realtime RCU implementations therefore use a counter-based
  940. approach where tasks in RCU read-side critical sections
  941. cannot be blocked by tasks executing synchronize_rcu().
  942. :ref:`Back to Quick Quiz #1 <quiz_1>`
  943. Quick Quiz #2:
  944. Give an example where Classic RCU's read-side
  945. overhead is **negative**.
  946. Answer:
  947. Imagine a single-CPU system with a non-CONFIG_PREEMPTION
  948. kernel where a routing table is used by process-context
  949. code, but can be updated by irq-context code (for example,
  950. by an "ICMP REDIRECT" packet). The usual way of handling
  951. this would be to have the process-context code disable
  952. interrupts while searching the routing table. Use of
  953. RCU allows such interrupt-disabling to be dispensed with.
  954. Thus, without RCU, you pay the cost of disabling interrupts,
  955. and with RCU you don't.
  956. One can argue that the overhead of RCU in this
  957. case is negative with respect to the single-CPU
  958. interrupt-disabling approach. Others might argue that
  959. the overhead of RCU is merely zero, and that replacing
  960. the positive overhead of the interrupt-disabling scheme
  961. with the zero-overhead RCU scheme does not constitute
  962. negative overhead.
  963. In real life, of course, things are more complex. But
  964. even the theoretical possibility of negative overhead for
  965. a synchronization primitive is a bit unexpected. ;-)
  966. :ref:`Back to Quick Quiz #2 <quiz_2>`
  967. Quick Quiz #3:
  968. If it is illegal to block in an RCU read-side
  969. critical section, what the heck do you do in
  970. CONFIG_PREEMPT_RT, where normal spinlocks can block???
  971. Answer:
  972. Just as CONFIG_PREEMPT_RT permits preemption of spinlock
  973. critical sections, it permits preemption of RCU
  974. read-side critical sections. It also permits
  975. spinlocks blocking while in RCU read-side critical
  976. sections.
  977. Why the apparent inconsistency? Because it is
  978. possible to use priority boosting to keep the RCU
  979. grace periods short if need be (for example, if running
  980. short of memory). In contrast, if blocking waiting
  981. for (say) network reception, there is no way to know
  982. what should be boosted. Especially given that the
  983. process we need to boost might well be a human being
  984. who just went out for a pizza or something. And although
  985. a computer-operated cattle prod might arouse serious
  986. interest, it might also provoke serious objections.
  987. Besides, how does the computer know what pizza parlor
  988. the human being went to???
  989. :ref:`Back to Quick Quiz #3 <quiz_3>`
  990. ACKNOWLEDGEMENTS
  991. My thanks to the people who helped make this human-readable, including
  992. Jon Walpole, Josh Triplett, Serge Hallyn, Suzanne Wood, and Alan Stern.
  993. For more information, see http://www.rdrop.com/users/paulmck/RCU.