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1.. _whatisrcu_doc:2 3What is RCU?  --  "Read, Copy, Update"4======================================5 6Please note that the "What is RCU?" LWN series is an excellent place7to start learning about RCU:8 9| 1.	What is RCU, Fundamentally?  https://lwn.net/Articles/262464/10| 2.	What is RCU? Part 2: Usage   https://lwn.net/Articles/263130/11| 3.	RCU part 3: the RCU API      https://lwn.net/Articles/264090/12| 4.	The RCU API, 2010 Edition    https://lwn.net/Articles/418853/13| 	2010 Big API Table           https://lwn.net/Articles/419086/14| 5.	The RCU API, 2014 Edition    https://lwn.net/Articles/609904/15|	2014 Big API Table           https://lwn.net/Articles/609973/16| 6.	The RCU API, 2019 Edition    https://lwn.net/Articles/777036/17|	2019 Big API Table           https://lwn.net/Articles/777165/18 19For those preferring video:20 21| 1.	Unraveling RCU Mysteries: Fundamentals          https://www.linuxfoundation.org/webinars/unraveling-rcu-usage-mysteries22| 2.	Unraveling RCU Mysteries: Additional Use Cases  https://www.linuxfoundation.org/webinars/unraveling-rcu-usage-mysteries-additional-use-cases23 24 25What is RCU?26 27RCU is a synchronization mechanism that was added to the Linux kernel28during the 2.5 development effort that is optimized for read-mostly29situations.  Although RCU is actually quite simple, making effective use30of it requires you to think differently about your code.  Another part31of the problem is the mistaken assumption that there is "one true way" to32describe and to use RCU.  Instead, the experience has been that different33people must take different paths to arrive at an understanding of RCU,34depending on their experiences and use cases.  This document provides35several different paths, as follows:36 37:ref:`1.	RCU OVERVIEW <1_whatisRCU>`38 39:ref:`2.	WHAT IS RCU'S CORE API? <2_whatisRCU>`40 41:ref:`3.	WHAT ARE SOME EXAMPLE USES OF CORE RCU API? <3_whatisRCU>`42 43:ref:`4.	WHAT IF MY UPDATING THREAD CANNOT BLOCK? <4_whatisRCU>`44 45:ref:`5.	WHAT ARE SOME SIMPLE IMPLEMENTATIONS OF RCU? <5_whatisRCU>`46 47:ref:`6.	ANALOGY WITH READER-WRITER LOCKING <6_whatisRCU>`48 49:ref:`7.	ANALOGY WITH REFERENCE COUNTING <7_whatisRCU>`50 51:ref:`8.	FULL LIST OF RCU APIs <8_whatisRCU>`52 53:ref:`9.	ANSWERS TO QUICK QUIZZES <9_whatisRCU>`54 55People who prefer starting with a conceptual overview should focus on56Section 1, though most readers will profit by reading this section at57some point.  People who prefer to start with an API that they can then58experiment with should focus on Section 2.  People who prefer to start59with example uses should focus on Sections 3 and 4.  People who need to60understand the RCU implementation should focus on Section 5, then dive61into the kernel source code.  People who reason best by analogy should62focus on Section 6 and 7.  Section 8 serves as an index to the docbook63API documentation, and Section 9 is the traditional answer key.64 65So, start with the section that makes the most sense to you and your66preferred method of learning.  If you need to know everything about67everything, feel free to read the whole thing -- but if you are really68that type of person, you have perused the source code and will therefore69never need this document anyway.  ;-)70 71.. _1_whatisRCU:72 731.  RCU OVERVIEW74----------------75 76The basic idea behind RCU is to split updates into "removal" and77"reclamation" phases.  The removal phase removes references to data items78within a data structure (possibly by replacing them with references to79new versions of these data items), and can run concurrently with readers.80The reason that it is safe to run the removal phase concurrently with81readers is the semantics of modern CPUs guarantee that readers will see82either the old or the new version of the data structure rather than a83partially updated reference.  The reclamation phase does the work of reclaiming84(e.g., freeing) the data items removed from the data structure during the85removal phase.  Because reclaiming data items can disrupt any readers86concurrently referencing those data items, the reclamation phase must87not start until readers no longer hold references to those data items.88 89Splitting the update into removal and reclamation phases permits the90updater to perform the removal phase immediately, and to defer the91reclamation phase until all readers active during the removal phase have92completed, either by blocking until they finish or by registering a93callback that is invoked after they finish.  Only readers that are active94during the removal phase need be considered, because any reader starting95after the removal phase will be unable to gain a reference to the removed96data items, and therefore cannot be disrupted by the reclamation phase.97 98So the typical RCU update sequence goes something like the following:99 100a.	Remove pointers to a data structure, so that subsequent101	readers cannot gain a reference to it.102 103b.	Wait for all previous readers to complete their RCU read-side104	critical sections.105 106c.	At this point, there cannot be any readers who hold references107	to the data structure, so it now may safely be reclaimed108	(e.g., kfree()d).109 110Step (b) above is the key idea underlying RCU's deferred destruction.111The ability to wait until all readers are done allows RCU readers to112use much lighter-weight synchronization, in some cases, absolutely no113synchronization at all.  In contrast, in more conventional lock-based114schemes, readers must use heavy-weight synchronization in order to115prevent an updater from deleting the data structure out from under them.116This is because lock-based updaters typically update data items in place,117and must therefore exclude readers.  In contrast, RCU-based updaters118typically take advantage of the fact that writes to single aligned119pointers are atomic on modern CPUs, allowing atomic insertion, removal,120and replacement of data items in a linked structure without disrupting121readers.  Concurrent RCU readers can then continue accessing the old122versions, and can dispense with the atomic operations, memory barriers,123and communications cache misses that are so expensive on present-day124SMP computer systems, even in absence of lock contention.125 126In the three-step procedure shown above, the updater is performing both127the removal and the reclamation step, but it is often helpful for an128entirely different thread to do the reclamation, as is in fact the case129in the Linux kernel's directory-entry cache (dcache).  Even if the same130thread performs both the update step (step (a) above) and the reclamation131step (step (c) above), it is often helpful to think of them separately.132For example, RCU readers and updaters need not communicate at all,133but RCU provides implicit low-overhead communication between readers134and reclaimers, namely, in step (b) above.135 136So how the heck can a reclaimer tell when a reader is done, given137that readers are not doing any sort of synchronization operations???138Read on to learn about how RCU's API makes this easy.139 140.. _2_whatisRCU:141 1422.  WHAT IS RCU'S CORE API?143---------------------------144 145The core RCU API is quite small:146 147a.	rcu_read_lock()148b.	rcu_read_unlock()149c.	synchronize_rcu() / call_rcu()150d.	rcu_assign_pointer()151e.	rcu_dereference()152 153There are many other members of the RCU API, but the rest can be154expressed in terms of these five, though most implementations instead155express synchronize_rcu() in terms of the call_rcu() callback API.156 157The five core RCU APIs are described below, the other 18 will be enumerated158later.  See the kernel docbook documentation for more info, or look directly159at the function header comments.160 161rcu_read_lock()162^^^^^^^^^^^^^^^163	void rcu_read_lock(void);164 165	This temporal primitive is used by a reader to inform the166	reclaimer that the reader is entering an RCU read-side critical167	section.  It is illegal to block while in an RCU read-side168	critical section, though kernels built with CONFIG_PREEMPT_RCU169	can preempt RCU read-side critical sections.  Any RCU-protected170	data structure accessed during an RCU read-side critical section171	is guaranteed to remain unreclaimed for the full duration of that172	critical section.  Reference counts may be used in conjunction173	with RCU to maintain longer-term references to data structures.174 175	Note that anything that disables bottom halves, preemption,176	or interrupts also enters an RCU read-side critical section.177	Acquiring a spinlock also enters an RCU read-side critical178	sections, even for spinlocks that do not disable preemption,179	as is the case in kernels built with CONFIG_PREEMPT_RT=y.180	Sleeplocks do *not* enter RCU read-side critical sections.181 182rcu_read_unlock()183^^^^^^^^^^^^^^^^^184	void rcu_read_unlock(void);185 186	This temporal primitives is used by a reader to inform the187	reclaimer that the reader is exiting an RCU read-side critical188	section.  Anything that enables bottom halves, preemption,189	or interrupts also exits an RCU read-side critical section.190	Releasing a spinlock also exits an RCU read-side critical section.191 192	Note that RCU read-side critical sections may be nested and/or193	overlapping.194 195synchronize_rcu()196^^^^^^^^^^^^^^^^^197	void synchronize_rcu(void);198 199	This temporal primitive marks the end of updater code and the200	beginning of reclaimer code.  It does this by blocking until201	all pre-existing RCU read-side critical sections on all CPUs202	have completed.  Note that synchronize_rcu() will **not**203	necessarily wait for any subsequent RCU read-side critical204	sections to complete.  For example, consider the following205	sequence of events::206 207	         CPU 0                  CPU 1                 CPU 2208	     ----------------- ------------------------- ---------------209	 1.  rcu_read_lock()210	 2.                    enters synchronize_rcu()211	 3.                                               rcu_read_lock()212	 4.  rcu_read_unlock()213	 5.                     exits synchronize_rcu()214	 6.                                              rcu_read_unlock()215 216	To reiterate, synchronize_rcu() waits only for ongoing RCU217	read-side critical sections to complete, not necessarily for218	any that begin after synchronize_rcu() is invoked.219 220	Of course, synchronize_rcu() does not necessarily return221	**immediately** after the last pre-existing RCU read-side critical222	section completes.  For one thing, there might well be scheduling223	delays.  For another thing, many RCU implementations process224	requests in batches in order to improve efficiencies, which can225	further delay synchronize_rcu().226 227	Since synchronize_rcu() is the API that must figure out when228	readers are done, its implementation is key to RCU.  For RCU229	to be useful in all but the most read-intensive situations,230	synchronize_rcu()'s overhead must also be quite small.231 232	The call_rcu() API is an asynchronous callback form of233	synchronize_rcu(), and is described in more detail in a later234	section.  Instead of blocking, it registers a function and235	argument which are invoked after all ongoing RCU read-side236	critical sections have completed.  This callback variant is237	particularly useful in situations where it is illegal to block238	or where update-side performance is critically important.239 240	However, the call_rcu() API should not be used lightly, as use241	of the synchronize_rcu() API generally results in simpler code.242	In addition, the synchronize_rcu() API has the nice property243	of automatically limiting update rate should grace periods244	be delayed.  This property results in system resilience in face245	of denial-of-service attacks.  Code using call_rcu() should limit246	update rate in order to gain this same sort of resilience.  See247	checklist.rst for some approaches to limiting the update rate.248 249rcu_assign_pointer()250^^^^^^^^^^^^^^^^^^^^251	void rcu_assign_pointer(p, typeof(p) v);252 253	Yes, rcu_assign_pointer() **is** implemented as a macro, though254	it would be cool to be able to declare a function in this manner.255	(And there has been some discussion of adding overloaded functions256	to the C language, so who knows?)257 258	The updater uses this spatial macro to assign a new value to an259	RCU-protected pointer, in order to safely communicate the change260	in value from the updater to the reader.  This is a spatial (as261	opposed to temporal) macro.  It does not evaluate to an rvalue,262	but it does provide any compiler directives and memory-barrier263	instructions required for a given compile or CPU architecture.264	Its ordering properties are that of a store-release operation,265	that is, any prior loads and stores required to initialize the266	structure are ordered before the store that publishes the pointer267	to that structure.268 269	Perhaps just as important, rcu_assign_pointer() serves to document270	(1) which pointers are protected by RCU and (2) the point at which271	a given structure becomes accessible to other CPUs.  That said,272	rcu_assign_pointer() is most frequently used indirectly, via273	the _rcu list-manipulation primitives such as list_add_rcu().274 275rcu_dereference()276^^^^^^^^^^^^^^^^^277	typeof(p) rcu_dereference(p);278 279	Like rcu_assign_pointer(), rcu_dereference() must be implemented280	as a macro.281 282	The reader uses the spatial rcu_dereference() macro to fetch283	an RCU-protected pointer, which returns a value that may284	then be safely dereferenced.  Note that rcu_dereference()285	does not actually dereference the pointer, instead, it286	protects the pointer for later dereferencing.  It also287	executes any needed memory-barrier instructions for a given288	CPU architecture.  Currently, only Alpha needs memory barriers289	within rcu_dereference() -- on other CPUs, it compiles to a290	volatile load.	However, no mainstream C compilers respect291	address dependencies, so rcu_dereference() uses volatile casts,292	which, in combination with the coding guidelines listed in293	rcu_dereference.rst, prevent current compilers from breaking294	these dependencies.295 296	Common coding practice uses rcu_dereference() to copy an297	RCU-protected pointer to a local variable, then dereferences298	this local variable, for example as follows::299 300		p = rcu_dereference(head.next);301		return p->data;302 303	However, in this case, one could just as easily combine these304	into one statement::305 306		return rcu_dereference(head.next)->data;307 308	If you are going to be fetching multiple fields from the309	RCU-protected structure, using the local variable is of310	course preferred.  Repeated rcu_dereference() calls look311	ugly, do not guarantee that the same pointer will be returned312	if an update happened while in the critical section, and incur313	unnecessary overhead on Alpha CPUs.314 315	Note that the value returned by rcu_dereference() is valid316	only within the enclosing RCU read-side critical section [1]_.317	For example, the following is **not** legal::318 319		rcu_read_lock();320		p = rcu_dereference(head.next);321		rcu_read_unlock();322		x = p->address;	/* BUG!!! */323		rcu_read_lock();324		y = p->data;	/* BUG!!! */325		rcu_read_unlock();326 327	Holding a reference from one RCU read-side critical section328	to another is just as illegal as holding a reference from329	one lock-based critical section to another!  Similarly,330	using a reference outside of the critical section in which331	it was acquired is just as illegal as doing so with normal332	locking.333 334	As with rcu_assign_pointer(), an important function of335	rcu_dereference() is to document which pointers are protected by336	RCU, in particular, flagging a pointer that is subject to changing337	at any time, including immediately after the rcu_dereference().338	And, again like rcu_assign_pointer(), rcu_dereference() is339	typically used indirectly, via the _rcu list-manipulation340	primitives, such as list_for_each_entry_rcu() [2]_.341 342.. 	[1] The variant rcu_dereference_protected() can be used outside343	of an RCU read-side critical section as long as the usage is344	protected by locks acquired by the update-side code.  This variant345	avoids the lockdep warning that would happen when using (for346	example) rcu_dereference() without rcu_read_lock() protection.347	Using rcu_dereference_protected() also has the advantage348	of permitting compiler optimizations that rcu_dereference()349	must prohibit.	The rcu_dereference_protected() variant takes350	a lockdep expression to indicate which locks must be acquired351	by the caller. If the indicated protection is not provided,352	a lockdep splat is emitted.  See Design/Requirements/Requirements.rst353	and the API's code comments for more details and example usage.354 355.. 	[2] If the list_for_each_entry_rcu() instance might be used by356	update-side code as well as by RCU readers, then an additional357	lockdep expression can be added to its list of arguments.358	For example, given an additional "lock_is_held(&mylock)" argument,359	the RCU lockdep code would complain only if this instance was360	invoked outside of an RCU read-side critical section and without361	the protection of mylock.362 363The following diagram shows how each API communicates among the364reader, updater, and reclaimer.365::366 367 368	    rcu_assign_pointer()369	                            +--------+370	    +---------------------->| reader |---------+371	    |                       +--------+         |372	    |                           |              |373	    |                           |              | Protect:374	    |                           |              | rcu_read_lock()375	    |                           |              | rcu_read_unlock()376	    |        rcu_dereference()  |              |377	    +---------+                 |              |378	    | updater |<----------------+              |379	    +---------+                                V380	    |                                    +-----------+381	    +----------------------------------->| reclaimer |382	                                         +-----------+383	      Defer:384	      synchronize_rcu() & call_rcu()385 386 387The RCU infrastructure observes the temporal sequence of rcu_read_lock(),388rcu_read_unlock(), synchronize_rcu(), and call_rcu() invocations in389order to determine when (1) synchronize_rcu() invocations may return390to their callers and (2) call_rcu() callbacks may be invoked.  Efficient391implementations of the RCU infrastructure make heavy use of batching in392order to amortize their overhead over many uses of the corresponding APIs.393The rcu_assign_pointer() and rcu_dereference() invocations communicate394spatial changes via stores to and loads from the RCU-protected pointer in395question.396 397There are at least three flavors of RCU usage in the Linux kernel. The diagram398above shows the most common one. On the updater side, the rcu_assign_pointer(),399synchronize_rcu() and call_rcu() primitives used are the same for all three400flavors. However for protection (on the reader side), the primitives used vary401depending on the flavor:402 403a.	rcu_read_lock() / rcu_read_unlock()404	rcu_dereference()405 406b.	rcu_read_lock_bh() / rcu_read_unlock_bh()407	local_bh_disable() / local_bh_enable()408	rcu_dereference_bh()409 410c.	rcu_read_lock_sched() / rcu_read_unlock_sched()411	preempt_disable() / preempt_enable()412	local_irq_save() / local_irq_restore()413	hardirq enter / hardirq exit414	NMI enter / NMI exit415	rcu_dereference_sched()416 417These three flavors are used as follows:418 419a.	RCU applied to normal data structures.420 421b.	RCU applied to networking data structures that may be subjected422	to remote denial-of-service attacks.423 424c.	RCU applied to scheduler and interrupt/NMI-handler tasks.425 426Again, most uses will be of (a).  The (b) and (c) cases are important427for specialized uses, but are relatively uncommon.  The SRCU, RCU-Tasks,428RCU-Tasks-Rude, and RCU-Tasks-Trace have similar relationships among429their assorted primitives.430 431.. _3_whatisRCU:432 4333.  WHAT ARE SOME EXAMPLE USES OF CORE RCU API?434-----------------------------------------------435 436This section shows a simple use of the core RCU API to protect a437global pointer to a dynamically allocated structure.  More-typical438uses of RCU may be found in listRCU.rst and NMI-RCU.rst.439::440 441	struct foo {442		int a;443		char b;444		long c;445	};446	DEFINE_SPINLOCK(foo_mutex);447 448	struct foo __rcu *gbl_foo;449 450	/*451	 * Create a new struct foo that is the same as the one currently452	 * pointed to by gbl_foo, except that field "a" is replaced453	 * with "new_a".  Points gbl_foo to the new structure, and454	 * frees up the old structure after a grace period.455	 *456	 * Uses rcu_assign_pointer() to ensure that concurrent readers457	 * see the initialized version of the new structure.458	 *459	 * Uses synchronize_rcu() to ensure that any readers that might460	 * have references to the old structure complete before freeing461	 * the old structure.462	 */463	void foo_update_a(int new_a)464	{465		struct foo *new_fp;466		struct foo *old_fp;467 468		new_fp = kmalloc(sizeof(*new_fp), GFP_KERNEL);469		spin_lock(&foo_mutex);470		old_fp = rcu_dereference_protected(gbl_foo, lockdep_is_held(&foo_mutex));471		*new_fp = *old_fp;472		new_fp->a = new_a;473		rcu_assign_pointer(gbl_foo, new_fp);474		spin_unlock(&foo_mutex);475		synchronize_rcu();476		kfree(old_fp);477	}478 479	/*480	 * Return the value of field "a" of the current gbl_foo481	 * structure.  Use rcu_read_lock() and rcu_read_unlock()482	 * to ensure that the structure does not get deleted out483	 * from under us, and use rcu_dereference() to ensure that484	 * we see the initialized version of the structure (important485	 * for DEC Alpha and for people reading the code).486	 */487	int foo_get_a(void)488	{489		int retval;490 491		rcu_read_lock();492		retval = rcu_dereference(gbl_foo)->a;493		rcu_read_unlock();494		return retval;495	}496 497So, to sum up:498 499-	Use rcu_read_lock() and rcu_read_unlock() to guard RCU500	read-side critical sections.501 502-	Within an RCU read-side critical section, use rcu_dereference()503	to dereference RCU-protected pointers.504 505-	Use some solid design (such as locks or semaphores) to506	keep concurrent updates from interfering with each other.507 508-	Use rcu_assign_pointer() to update an RCU-protected pointer.509	This primitive protects concurrent readers from the updater,510	**not** concurrent updates from each other!  You therefore still511	need to use locking (or something similar) to keep concurrent512	rcu_assign_pointer() primitives from interfering with each other.513 514-	Use synchronize_rcu() **after** removing a data element from an515	RCU-protected data structure, but **before** reclaiming/freeing516	the data element, in order to wait for the completion of all517	RCU read-side critical sections that might be referencing that518	data item.519 520See checklist.rst for additional rules to follow when using RCU.521And again, more-typical uses of RCU may be found in listRCU.rst522and NMI-RCU.rst.523 524.. _4_whatisRCU:525 5264.  WHAT IF MY UPDATING THREAD CANNOT BLOCK?527--------------------------------------------528 529In the example above, foo_update_a() blocks until a grace period elapses.530This is quite simple, but in some cases one cannot afford to wait so531long -- there might be other high-priority work to be done.532 533In such cases, one uses call_rcu() rather than synchronize_rcu().534The call_rcu() API is as follows::535 536	void call_rcu(struct rcu_head *head, rcu_callback_t func);537 538This function invokes func(head) after a grace period has elapsed.539This invocation might happen from either softirq or process context,540so the function is not permitted to block.  The foo struct needs to541have an rcu_head structure added, perhaps as follows::542 543	struct foo {544		int a;545		char b;546		long c;547		struct rcu_head rcu;548	};549 550The foo_update_a() function might then be written as follows::551 552	/*553	 * Create a new struct foo that is the same as the one currently554	 * pointed to by gbl_foo, except that field "a" is replaced555	 * with "new_a".  Points gbl_foo to the new structure, and556	 * frees up the old structure after a grace period.557	 *558	 * Uses rcu_assign_pointer() to ensure that concurrent readers559	 * see the initialized version of the new structure.560	 *561	 * Uses call_rcu() to ensure that any readers that might have562	 * references to the old structure complete before freeing the563	 * old structure.564	 */565	void foo_update_a(int new_a)566	{567		struct foo *new_fp;568		struct foo *old_fp;569 570		new_fp = kmalloc(sizeof(*new_fp), GFP_KERNEL);571		spin_lock(&foo_mutex);572		old_fp = rcu_dereference_protected(gbl_foo, lockdep_is_held(&foo_mutex));573		*new_fp = *old_fp;574		new_fp->a = new_a;575		rcu_assign_pointer(gbl_foo, new_fp);576		spin_unlock(&foo_mutex);577		call_rcu(&old_fp->rcu, foo_reclaim);578	}579 580The foo_reclaim() function might appear as follows::581 582	void foo_reclaim(struct rcu_head *rp)583	{584		struct foo *fp = container_of(rp, struct foo, rcu);585 586		foo_cleanup(fp->a);587 588		kfree(fp);589	}590 591The container_of() primitive is a macro that, given a pointer into a592struct, the type of the struct, and the pointed-to field within the593struct, returns a pointer to the beginning of the struct.594 595The use of call_rcu() permits the caller of foo_update_a() to596immediately regain control, without needing to worry further about the597old version of the newly updated element.  It also clearly shows the598RCU distinction between updater, namely foo_update_a(), and reclaimer,599namely foo_reclaim().600 601The summary of advice is the same as for the previous section, except602that we are now using call_rcu() rather than synchronize_rcu():603 604-	Use call_rcu() **after** removing a data element from an605	RCU-protected data structure in order to register a callback606	function that will be invoked after the completion of all RCU607	read-side critical sections that might be referencing that608	data item.609 610If the callback for call_rcu() is not doing anything more than calling611kfree() on the structure, you can use kfree_rcu() instead of call_rcu()612to avoid having to write your own callback::613 614	kfree_rcu(old_fp, rcu);615 616If the occasional sleep is permitted, the single-argument form may617be used, omitting the rcu_head structure from struct foo.618 619	kfree_rcu_mightsleep(old_fp);620 621This variant almost never blocks, but might do so by invoking622synchronize_rcu() in response to memory-allocation failure.623 624Again, see checklist.rst for additional rules governing the use of RCU.625 626.. _5_whatisRCU:627 6285.  WHAT ARE SOME SIMPLE IMPLEMENTATIONS OF RCU?629------------------------------------------------630 631One of the nice things about RCU is that it has extremely simple "toy"632implementations that are a good first step towards understanding the633production-quality implementations in the Linux kernel.  This section634presents two such "toy" implementations of RCU, one that is implemented635in terms of familiar locking primitives, and another that more closely636resembles "classic" RCU.  Both are way too simple for real-world use,637lacking both functionality and performance.  However, they are useful638in getting a feel for how RCU works.  See kernel/rcu/update.c for a639production-quality implementation, and see:640 641	https://docs.google.com/document/d/1X0lThx8OK0ZgLMqVoXiR4ZrGURHrXK6NyLRbeXe3Xac/edit642 643for papers describing the Linux kernel RCU implementation.  The OLS'01644and OLS'02 papers are a good introduction, and the dissertation provides645more details on the current implementation as of early 2004.646 647 6485A.  "TOY" IMPLEMENTATION #1: LOCKING649^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^650This section presents a "toy" RCU implementation that is based on651familiar locking primitives.  Its overhead makes it a non-starter for652real-life use, as does its lack of scalability.  It is also unsuitable653for realtime use, since it allows scheduling latency to "bleed" from654one read-side critical section to another.  It also assumes recursive655reader-writer locks:  If you try this with non-recursive locks, and656you allow nested rcu_read_lock() calls, you can deadlock.657 658However, it is probably the easiest implementation to relate to, so is659a good starting point.660 661It is extremely simple::662 663	static DEFINE_RWLOCK(rcu_gp_mutex);664 665	void rcu_read_lock(void)666	{667		read_lock(&rcu_gp_mutex);668	}669 670	void rcu_read_unlock(void)671	{672		read_unlock(&rcu_gp_mutex);673	}674 675	void synchronize_rcu(void)676	{677		write_lock(&rcu_gp_mutex);678		smp_mb__after_spinlock();679		write_unlock(&rcu_gp_mutex);680	}681 682[You can ignore rcu_assign_pointer() and rcu_dereference() without missing683much.  But here are simplified versions anyway.  And whatever you do,684don't forget about them when submitting patches making use of RCU!]::685 686	#define rcu_assign_pointer(p, v) \687	({ \688		smp_store_release(&(p), (v)); \689	})690 691	#define rcu_dereference(p) \692	({ \693		typeof(p) _________p1 = READ_ONCE(p); \694		(_________p1); \695	})696 697 698The rcu_read_lock() and rcu_read_unlock() primitive read-acquire699and release a global reader-writer lock.  The synchronize_rcu()700primitive write-acquires this same lock, then releases it.  This means701that once synchronize_rcu() exits, all RCU read-side critical sections702that were in progress before synchronize_rcu() was called are guaranteed703to have completed -- there is no way that synchronize_rcu() would have704been able to write-acquire the lock otherwise.  The smp_mb__after_spinlock()705promotes synchronize_rcu() to a full memory barrier in compliance with706the "Memory-Barrier Guarantees" listed in:707 708	Design/Requirements/Requirements.rst709 710It is possible to nest rcu_read_lock(), since reader-writer locks may711be recursively acquired.  Note also that rcu_read_lock() is immune712from deadlock (an important property of RCU).  The reason for this is713that the only thing that can block rcu_read_lock() is a synchronize_rcu().714But synchronize_rcu() does not acquire any locks while holding rcu_gp_mutex,715so there can be no deadlock cycle.716 717.. _quiz_1:718 719Quick Quiz #1:720		Why is this argument naive?  How could a deadlock721		occur when using this algorithm in a real-world Linux722		kernel?  How could this deadlock be avoided?723 724:ref:`Answers to Quick Quiz <9_whatisRCU>`725 7265B.  "TOY" EXAMPLE #2: CLASSIC RCU727^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^728This section presents a "toy" RCU implementation that is based on729"classic RCU".  It is also short on performance (but only for updates) and730on features such as hotplug CPU and the ability to run in CONFIG_PREEMPTION731kernels.  The definitions of rcu_dereference() and rcu_assign_pointer()732are the same as those shown in the preceding section, so they are omitted.733::734 735	void rcu_read_lock(void) { }736 737	void rcu_read_unlock(void) { }738 739	void synchronize_rcu(void)740	{741		int cpu;742 743		for_each_possible_cpu(cpu)744			run_on(cpu);745	}746 747Note that rcu_read_lock() and rcu_read_unlock() do absolutely nothing.748This is the great strength of classic RCU in a non-preemptive kernel:749read-side overhead is precisely zero, at least on non-Alpha CPUs.750And there is absolutely no way that rcu_read_lock() can possibly751participate in a deadlock cycle!752 753The implementation of synchronize_rcu() simply schedules itself on each754CPU in turn.  The run_on() primitive can be implemented straightforwardly755in terms of the sched_setaffinity() primitive.  Of course, a somewhat less756"toy" implementation would restore the affinity upon completion rather757than just leaving all tasks running on the last CPU, but when I said758"toy", I meant **toy**!759 760So how the heck is this supposed to work???761 762Remember that it is illegal to block while in an RCU read-side critical763section.  Therefore, if a given CPU executes a context switch, we know764that it must have completed all preceding RCU read-side critical sections.765Once **all** CPUs have executed a context switch, then **all** preceding766RCU read-side critical sections will have completed.767 768So, suppose that we remove a data item from its structure and then invoke769synchronize_rcu().  Once synchronize_rcu() returns, we are guaranteed770that there are no RCU read-side critical sections holding a reference771to that data item, so we can safely reclaim it.772 773.. _quiz_2:774 775Quick Quiz #2:776		Give an example where Classic RCU's read-side777		overhead is **negative**.778 779:ref:`Answers to Quick Quiz <9_whatisRCU>`780 781.. _quiz_3:782 783Quick Quiz #3:784		If it is illegal to block in an RCU read-side785		critical section, what the heck do you do in786		CONFIG_PREEMPT_RT, where normal spinlocks can block???787 788:ref:`Answers to Quick Quiz <9_whatisRCU>`789 790.. _6_whatisRCU:791 7926.  ANALOGY WITH READER-WRITER LOCKING793--------------------------------------794 795Although RCU can be used in many different ways, a very common use of796RCU is analogous to reader-writer locking.  The following unified797diff shows how closely related RCU and reader-writer locking can be.798::799 800	@@ -5,5 +5,5 @@ struct el {801	 	int data;802	 	/* Other data fields */803	 };804	-rwlock_t listmutex;805	+spinlock_t listmutex;806	 struct el head;807 808	@@ -13,15 +14,15 @@809		struct list_head *lp;810		struct el *p;811 812	-	read_lock(&listmutex);813	-	list_for_each_entry(p, head, lp) {814	+	rcu_read_lock();815	+	list_for_each_entry_rcu(p, head, lp) {816			if (p->key == key) {817				*result = p->data;818	-			read_unlock(&listmutex);819	+			rcu_read_unlock();820				return 1;821			}822		}823	-	read_unlock(&listmutex);824	+	rcu_read_unlock();825		return 0;826	 }827 828	@@ -29,15 +30,16 @@829	 {830		struct el *p;831 832	-	write_lock(&listmutex);833	+	spin_lock(&listmutex);834		list_for_each_entry(p, head, lp) {835			if (p->key == key) {836	-			list_del(&p->list);837	-			write_unlock(&listmutex);838	+			list_del_rcu(&p->list);839	+			spin_unlock(&listmutex);840	+			synchronize_rcu();841				kfree(p);842				return 1;843			}844		}845	-	write_unlock(&listmutex);846	+	spin_unlock(&listmutex);847		return 0;848	 }849 850Or, for those who prefer a side-by-side listing::851 852 1 struct el {                          1 struct el {853 2   struct list_head list;             2   struct list_head list;854 3   long key;                          3   long key;855 4   spinlock_t mutex;                  4   spinlock_t mutex;856 5   int data;                          5   int data;857 6   /* Other data fields */            6   /* Other data fields */858 7 };                                   7 };859 8 rwlock_t listmutex;                  8 spinlock_t listmutex;860 9 struct el head;                      9 struct el head;861 862::863 864  1 int search(long key, int *result)    1 int search(long key, int *result)865  2 {                                    2 {866  3   struct list_head *lp;              3   struct list_head *lp;867  4   struct el *p;                      4   struct el *p;868  5                                      5869  6   read_lock(&listmutex);             6   rcu_read_lock();870  7   list_for_each_entry(p, head, lp) { 7   list_for_each_entry_rcu(p, head, lp) {871  8     if (p->key == key) {             8     if (p->key == key) {872  9       *result = p->data;             9       *result = p->data;873 10       read_unlock(&listmutex);      10       rcu_read_unlock();874 11       return 1;                     11       return 1;875 12     }                               12     }876 13   }                                 13   }877 14   read_unlock(&listmutex);          14   rcu_read_unlock();878 15   return 0;                         15   return 0;879 16 }                                   16 }880 881::882 883  1 int delete(long key)                 1 int delete(long key)884  2 {                                    2 {885  3   struct el *p;                      3   struct el *p;886  4                                      4887  5   write_lock(&listmutex);            5   spin_lock(&listmutex);888  6   list_for_each_entry(p, head, lp) { 6   list_for_each_entry(p, head, lp) {889  7     if (p->key == key) {             7     if (p->key == key) {890  8       list_del(&p->list);            8       list_del_rcu(&p->list);891  9       write_unlock(&listmutex);      9       spin_unlock(&listmutex);892                                        10       synchronize_rcu();893 10       kfree(p);                     11       kfree(p);894 11       return 1;                     12       return 1;895 12     }                               13     }896 13   }                                 14   }897 14   write_unlock(&listmutex);         15   spin_unlock(&listmutex);898 15   return 0;                         16   return 0;899 16 }                                   17 }900 901Either way, the differences are quite small.  Read-side locking moves902to rcu_read_lock() and rcu_read_unlock, update-side locking moves from903a reader-writer lock to a simple spinlock, and a synchronize_rcu()904precedes the kfree().905 906However, there is one potential catch: the read-side and update-side907critical sections can now run concurrently.  In many cases, this will908not be a problem, but it is necessary to check carefully regardless.909For example, if multiple independent list updates must be seen as910a single atomic update, converting to RCU will require special care.911 912Also, the presence of synchronize_rcu() means that the RCU version of913delete() can now block.  If this is a problem, there is a callback-based914mechanism that never blocks, namely call_rcu() or kfree_rcu(), that can915be used in place of synchronize_rcu().916 917.. _7_whatisRCU:918 9197.  ANALOGY WITH REFERENCE COUNTING920-----------------------------------921 922The reader-writer analogy (illustrated by the previous section) is not923always the best way to think about using RCU.  Another helpful analogy924considers RCU an effective reference count on everything which is925protected by RCU.926 927A reference count typically does not prevent the referenced object's928values from changing, but does prevent changes to type -- particularly the929gross change of type that happens when that object's memory is freed and930re-allocated for some other purpose.  Once a type-safe reference to the931object is obtained, some other mechanism is needed to ensure consistent932access to the data in the object.  This could involve taking a spinlock,933but with RCU the typical approach is to perform reads with SMP-aware934operations such as smp_load_acquire(), to perform updates with atomic935read-modify-write operations, and to provide the necessary ordering.936RCU provides a number of support functions that embed the required937operations and ordering, such as the list_for_each_entry_rcu() macro938used in the previous section.939 940A more focused view of the reference counting behavior is that,941between rcu_read_lock() and rcu_read_unlock(), any reference taken with942rcu_dereference() on a pointer marked as ``__rcu`` can be treated as943though a reference-count on that object has been temporarily increased.944This prevents the object from changing type.  Exactly what this means945will depend on normal expectations of objects of that type, but it946typically includes that spinlocks can still be safely locked, normal947reference counters can be safely manipulated, and ``__rcu`` pointers948can be safely dereferenced.949 950Some operations that one might expect to see on an object for951which an RCU reference is held include:952 953 - Copying out data that is guaranteed to be stable by the object's type.954 - Using kref_get_unless_zero() or similar to get a longer-term955   reference.  This may fail of course.956 - Acquiring a spinlock in the object, and checking if the object still957   is the expected object and if so, manipulating it freely.958 959The understanding that RCU provides a reference that only prevents a960change of type is particularly visible with objects allocated from a961slab cache marked ``SLAB_TYPESAFE_BY_RCU``.  RCU operations may yield a962reference to an object from such a cache that has been concurrently freed963and the memory reallocated to a completely different object, though of964the same type.  In this case RCU doesn't even protect the identity of the965object from changing, only its type.  So the object found may not be the966one expected, but it will be one where it is safe to take a reference967(and then potentially acquiring a spinlock), allowing subsequent code968to check whether the identity matches expectations.  It is tempting969to simply acquire the spinlock without first taking the reference, but970unfortunately any spinlock in a ``SLAB_TYPESAFE_BY_RCU`` object must be971initialized after each and every call to kmem_cache_alloc(), which renders972reference-free spinlock acquisition completely unsafe.  Therefore, when973using ``SLAB_TYPESAFE_BY_RCU``, make proper use of a reference counter.974(Those willing to initialize their locks in a kmem_cache constructor975may also use locking, including cache-friendly sequence locking.)976 977With traditional reference counting -- such as that implemented by the978kref library in Linux -- there is typically code that runs when the last979reference to an object is dropped.  With kref, this is the function980passed to kref_put().  When RCU is being used, such finalization code981must not be run until all ``__rcu`` pointers referencing the object have982been updated, and then a grace period has passed.  Every remaining983globally visible pointer to the object must be considered to be a984potential counted reference, and the finalization code is typically run985using call_rcu() only after all those pointers have been changed.986 987To see how to choose between these two analogies -- of RCU as a988reader-writer lock and RCU as a reference counting system -- it is useful989to reflect on the scale of the thing being protected.  The reader-writer990lock analogy looks at larger multi-part objects such as a linked list991and shows how RCU can facilitate concurrency while elements are added992to, and removed from, the list.  The reference-count analogy looks at993the individual objects and looks at how they can be accessed safely994within whatever whole they are a part of.995 996.. _8_whatisRCU:997 9988.  FULL LIST OF RCU APIs999-------------------------1000 1001The RCU APIs are documented in docbook-format header comments in the1002Linux-kernel source code, but it helps to have a full list of the1003APIs, since there does not appear to be a way to categorize them1004in docbook.  Here is the list, by category.1005 1006RCU list traversal::1007 1008	list_entry_rcu1009	list_entry_lockless1010	list_first_entry_rcu1011	list_next_rcu1012	list_for_each_entry_rcu1013	list_for_each_entry_continue_rcu1014	list_for_each_entry_from_rcu1015	list_first_or_null_rcu1016	list_next_or_null_rcu1017	hlist_first_rcu1018	hlist_next_rcu1019	hlist_pprev_rcu1020	hlist_for_each_entry_rcu1021	hlist_for_each_entry_rcu_bh1022	hlist_for_each_entry_from_rcu1023	hlist_for_each_entry_continue_rcu1024	hlist_for_each_entry_continue_rcu_bh1025	hlist_nulls_first_rcu1026	hlist_nulls_for_each_entry_rcu1027	hlist_bl_first_rcu1028	hlist_bl_for_each_entry_rcu1029 1030RCU pointer/list update::1031 1032	rcu_assign_pointer1033	list_add_rcu1034	list_add_tail_rcu1035	list_del_rcu1036	list_replace_rcu1037	hlist_add_behind_rcu1038	hlist_add_before_rcu1039	hlist_add_head_rcu1040	hlist_add_tail_rcu1041	hlist_del_rcu1042	hlist_del_init_rcu1043	hlist_replace_rcu1044	list_splice_init_rcu1045	list_splice_tail_init_rcu1046	hlist_nulls_del_init_rcu1047	hlist_nulls_del_rcu1048	hlist_nulls_add_head_rcu1049	hlist_bl_add_head_rcu1050	hlist_bl_del_init_rcu1051	hlist_bl_del_rcu1052	hlist_bl_set_first_rcu1053 1054RCU::1055 1056	Critical sections	Grace period		Barrier1057 1058	rcu_read_lock		synchronize_net		rcu_barrier1059	rcu_read_unlock		synchronize_rcu1060	rcu_dereference		synchronize_rcu_expedited1061	rcu_read_lock_held	call_rcu1062	rcu_dereference_check	kfree_rcu1063	rcu_dereference_protected1064 1065bh::1066 1067	Critical sections	Grace period		Barrier1068 1069	rcu_read_lock_bh	call_rcu		rcu_barrier1070	rcu_read_unlock_bh	synchronize_rcu1071	[local_bh_disable]	synchronize_rcu_expedited1072	[and friends]1073	rcu_dereference_bh1074	rcu_dereference_bh_check1075	rcu_dereference_bh_protected1076	rcu_read_lock_bh_held1077 1078sched::1079 1080	Critical sections	Grace period		Barrier1081 1082	rcu_read_lock_sched	call_rcu		rcu_barrier1083	rcu_read_unlock_sched	synchronize_rcu1084	[preempt_disable]	synchronize_rcu_expedited1085	[and friends]1086	rcu_read_lock_sched_notrace1087	rcu_read_unlock_sched_notrace1088	rcu_dereference_sched1089	rcu_dereference_sched_check1090	rcu_dereference_sched_protected1091	rcu_read_lock_sched_held1092 1093 1094RCU-Tasks::1095 1096	Critical sections	Grace period		Barrier1097 1098	N/A			call_rcu_tasks		rcu_barrier_tasks1099				synchronize_rcu_tasks1100 1101 1102RCU-Tasks-Rude::1103 1104	Critical sections	Grace period		Barrier1105 1106	N/A						N/A1107				synchronize_rcu_tasks_rude1108 1109 1110RCU-Tasks-Trace::1111 1112	Critical sections	Grace period		Barrier1113 1114	rcu_read_lock_trace	call_rcu_tasks_trace	rcu_barrier_tasks_trace1115	rcu_read_unlock_trace	synchronize_rcu_tasks_trace1116 1117 1118SRCU::1119 1120	Critical sections	Grace period		Barrier1121 1122	srcu_read_lock		call_srcu		srcu_barrier1123	srcu_read_unlock	synchronize_srcu1124	srcu_dereference	synchronize_srcu_expedited1125	srcu_dereference_check1126	srcu_read_lock_held1127 1128SRCU: Initialization/cleanup::1129 1130	DEFINE_SRCU1131	DEFINE_STATIC_SRCU1132	init_srcu_struct1133	cleanup_srcu_struct1134 1135All: lockdep-checked RCU utility APIs::1136 1137	RCU_LOCKDEP_WARN1138	rcu_sleep_check1139 1140All: Unchecked RCU-protected pointer access::1141 1142	rcu_dereference_raw1143 1144All: Unchecked RCU-protected pointer access with dereferencing prohibited::1145 1146	rcu_access_pointer1147 1148See the comment headers in the source code (or the docbook generated1149from them) for more information.1150 1151However, given that there are no fewer than four families of RCU APIs1152in the Linux kernel, how do you choose which one to use?  The following1153list can be helpful:1154 1155a.	Will readers need to block?  If so, you need SRCU.1156 1157b.	Will readers need to block and are you doing tracing, for1158	example, ftrace or BPF?  If so, you need RCU-tasks,1159	RCU-tasks-rude, and/or RCU-tasks-trace.1160 1161c.	What about the -rt patchset?  If readers would need to block in1162	an non-rt kernel, you need SRCU.  If readers would block when1163	acquiring spinlocks in a -rt kernel, but not in a non-rt kernel,1164	SRCU is not necessary.	(The -rt patchset turns spinlocks into1165	sleeplocks, hence this distinction.)1166 1167d.	Do you need to treat NMI handlers, hardirq handlers,1168	and code segments with preemption disabled (whether1169	via preempt_disable(), local_irq_save(), local_bh_disable(),1170	or some other mechanism) as if they were explicit RCU readers?1171	If so, RCU-sched readers are the only choice that will work1172	for you, but since about v4.20 you use can use the vanilla RCU1173	update primitives.1174 1175e.	Do you need RCU grace periods to complete even in the face of1176	softirq monopolization of one or more of the CPUs?  For example,1177	is your code subject to network-based denial-of-service attacks?1178	If so, you should disable softirq across your readers, for1179	example, by using rcu_read_lock_bh().  Since about v4.20 you1180	use can use the vanilla RCU update primitives.1181 1182f.	Is your workload too update-intensive for normal use of1183	RCU, but inappropriate for other synchronization mechanisms?1184	If so, consider SLAB_TYPESAFE_BY_RCU (which was originally1185	named SLAB_DESTROY_BY_RCU).  But please be careful!1186 1187g.	Do you need read-side critical sections that are respected even1188	on CPUs that are deep in the idle loop, during entry to or exit1189	from user-mode execution, or on an offlined CPU?  If so, SRCU1190	and RCU Tasks Trace are the only choices that will work for you,1191	with SRCU being strongly preferred in almost all cases.1192 1193h.	Otherwise, use RCU.1194 1195Of course, this all assumes that you have determined that RCU is in fact1196the right tool for your job.1197 1198.. _9_whatisRCU:1199 12009.  ANSWERS TO QUICK QUIZZES1201----------------------------1202 1203Quick Quiz #1:1204		Why is this argument naive?  How could a deadlock1205		occur when using this algorithm in a real-world Linux1206		kernel?  [Referring to the lock-based "toy" RCU1207		algorithm.]1208 1209Answer:1210		Consider the following sequence of events:1211 1212		1.	CPU 0 acquires some unrelated lock, call it1213			"problematic_lock", disabling irq via1214			spin_lock_irqsave().1215 1216		2.	CPU 1 enters synchronize_rcu(), write-acquiring1217			rcu_gp_mutex.1218 1219		3.	CPU 0 enters rcu_read_lock(), but must wait1220			because CPU 1 holds rcu_gp_mutex.1221 1222		4.	CPU 1 is interrupted, and the irq handler1223			attempts to acquire problematic_lock.1224 1225		The system is now deadlocked.1226 1227		One way to avoid this deadlock is to use an approach like1228		that of CONFIG_PREEMPT_RT, where all normal spinlocks1229		become blocking locks, and all irq handlers execute in1230		the context of special tasks.  In this case, in step 41231		above, the irq handler would block, allowing CPU 1 to1232		release rcu_gp_mutex, avoiding the deadlock.1233 1234		Even in the absence of deadlock, this RCU implementation1235		allows latency to "bleed" from readers to other1236		readers through synchronize_rcu().  To see this,1237		consider task A in an RCU read-side critical section1238		(thus read-holding rcu_gp_mutex), task B blocked1239		attempting to write-acquire rcu_gp_mutex, and1240		task C blocked in rcu_read_lock() attempting to1241		read_acquire rcu_gp_mutex.  Task A's RCU read-side1242		latency is holding up task C, albeit indirectly via1243		task B.1244 1245		Realtime RCU implementations therefore use a counter-based1246		approach where tasks in RCU read-side critical sections1247		cannot be blocked by tasks executing synchronize_rcu().1248 1249:ref:`Back to Quick Quiz #1 <quiz_1>`1250 1251Quick Quiz #2:1252		Give an example where Classic RCU's read-side1253		overhead is **negative**.1254 1255Answer:1256		Imagine a single-CPU system with a non-CONFIG_PREEMPTION1257		kernel where a routing table is used by process-context1258		code, but can be updated by irq-context code (for example,1259		by an "ICMP REDIRECT" packet).	The usual way of handling1260		this would be to have the process-context code disable1261		interrupts while searching the routing table.  Use of1262		RCU allows such interrupt-disabling to be dispensed with.1263		Thus, without RCU, you pay the cost of disabling interrupts,1264		and with RCU you don't.1265 1266		One can argue that the overhead of RCU in this1267		case is negative with respect to the single-CPU1268		interrupt-disabling approach.  Others might argue that1269		the overhead of RCU is merely zero, and that replacing1270		the positive overhead of the interrupt-disabling scheme1271		with the zero-overhead RCU scheme does not constitute1272		negative overhead.1273 1274		In real life, of course, things are more complex.  But1275		even the theoretical possibility of negative overhead for1276		a synchronization primitive is a bit unexpected.  ;-)1277 1278:ref:`Back to Quick Quiz #2 <quiz_2>`1279 1280Quick Quiz #3:1281		If it is illegal to block in an RCU read-side1282		critical section, what the heck do you do in1283		CONFIG_PREEMPT_RT, where normal spinlocks can block???1284 1285Answer:1286		Just as CONFIG_PREEMPT_RT permits preemption of spinlock1287		critical sections, it permits preemption of RCU1288		read-side critical sections.  It also permits1289		spinlocks blocking while in RCU read-side critical1290		sections.1291 1292		Why the apparent inconsistency?  Because it is1293		possible to use priority boosting to keep the RCU1294		grace periods short if need be (for example, if running1295		short of memory).  In contrast, if blocking waiting1296		for (say) network reception, there is no way to know1297		what should be boosted.  Especially given that the1298		process we need to boost might well be a human being1299		who just went out for a pizza or something.  And although1300		a computer-operated cattle prod might arouse serious1301		interest, it might also provoke serious objections.1302		Besides, how does the computer know what pizza parlor1303		the human being went to???1304 1305:ref:`Back to Quick Quiz #3 <quiz_3>`1306 1307ACKNOWLEDGEMENTS1308 1309My thanks to the people who helped make this human-readable, including1310Jon Walpole, Josh Triplett, Serge Hallyn, Suzanne Wood, and Alan Stern.1311 1312 1313For more information, see http://www.rdrop.com/users/paulmck/RCU.1314