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1 | Read the F-ing Papers! | ||
2 | |||
3 | |||
4 | This document describes RCU-related publications, and is followed by | ||
5 | the corresponding bibtex entries. | ||
6 | |||
7 | The first thing resembling RCU was published in 1980, when Kung and Lehman | ||
8 | [Kung80] recommended use of a garbage collector to defer destruction | ||
9 | of nodes in a parallel binary search tree in order to simplify its | ||
10 | implementation. This works well in environments that have garbage | ||
11 | collectors, but current production garbage collectors incur significant | ||
12 | read-side overhead. | ||
13 | |||
14 | In 1982, Manber and Ladner [Manber82,Manber84] recommended deferring | ||
15 | destruction until all threads running at that time have terminated, again | ||
16 | for a parallel binary search tree. This approach works well in systems | ||
17 | with short-lived threads, such as the K42 research operating system. | ||
18 | However, Linux has long-lived tasks, so more is needed. | ||
19 | |||
20 | In 1986, Hennessy, Osisek, and Seigh [Hennessy89] introduced passive | ||
21 | serialization, which is an RCU-like mechanism that relies on the presence | ||
22 | of "quiescent states" in the VM/XA hypervisor that are guaranteed not | ||
23 | to be referencing the data structure. However, this mechanism was not | ||
24 | optimized for modern computer systems, which is not surprising given | ||
25 | that these overheads were not so expensive in the mid-80s. Nonetheless, | ||
26 | passive serialization appears to be the first deferred-destruction | ||
27 | mechanism to be used in production. Furthermore, the relevant patent has | ||
28 | lapsed, so this approach may be used in non-GPL software, if desired. | ||
29 | (In contrast, use of RCU is permitted only in software licensed under | ||
30 | GPL. Sorry!!!) | ||
31 | |||
32 | In 1990, Pugh [Pugh90] noted that explicitly tracking which threads | ||
33 | were reading a given data structure permitted deferred free to operate | ||
34 | in the presence of non-terminating threads. However, this explicit | ||
35 | tracking imposes significant read-side overhead, which is undesirable | ||
36 | in read-mostly situations. This algorithm does take pains to avoid | ||
37 | write-side contention and parallelize the other write-side overheads by | ||
38 | providing a fine-grained locking design, however, it would be interesting | ||
39 | to see how much of the performance advantage reported in 1990 remains | ||
40 | in 2004. | ||
41 | |||
42 | At about this same time, Adams [Adams91] described ``chaotic relaxation'', | ||
43 | where the normal barriers between successive iterations of convergent | ||
44 | numerical algorithms are relaxed, so that iteration $n$ might use | ||
45 | data from iteration $n-1$ or even $n-2$. This introduces error, | ||
46 | which typically slows convergence and thus increases the number of | ||
47 | iterations required. However, this increase is sometimes more than made | ||
48 | up for by a reduction in the number of expensive barrier operations, | ||
49 | which are otherwise required to synchronize the threads at the end | ||
50 | of each iteration. Unfortunately, chaotic relaxation requires highly | ||
51 | structured data, such as the matrices used in scientific programs, and | ||
52 | is thus inapplicable to most data structures in operating-system kernels. | ||
53 | |||
54 | In 1993, Jacobson [Jacobson93] verbally described what is perhaps the | ||
55 | simplest deferred-free technique: simply waiting a fixed amount of time | ||
56 | before freeing blocks awaiting deferred free. Jacobson did not describe | ||
57 | any write-side changes he might have made in this work using SGI's Irix | ||
58 | kernel. Aju John published a similar technique in 1995 [AjuJohn95]. | ||
59 | This works well if there is a well-defined upper bound on the length of | ||
60 | time that reading threads can hold references, as there might well be in | ||
61 | hard real-time systems. However, if this time is exceeded, perhaps due | ||
62 | to preemption, excessive interrupts, or larger-than-anticipated load, | ||
63 | memory corruption can ensue, with no reasonable means of diagnosis. | ||
64 | Jacobson's technique is therefore inappropriate for use in production | ||
65 | operating-system kernels, except when such kernels can provide hard | ||
66 | real-time response guarantees for all operations. | ||
67 | |||
68 | Also in 1995, Pu et al. [Pu95a] applied a technique similar to that of Pugh's | ||
69 | read-side-tracking to permit replugging of algorithms within a commercial | ||
70 | Unix operating system. However, this replugging permitted only a single | ||
71 | reader at a time. The following year, this same group of researchers | ||
72 | extended their technique to allow for multiple readers [Cowan96a]. | ||
73 | Their approach requires memory barriers (and thus pipeline stalls), | ||
74 | but reduces memory latency, contention, and locking overheads. | ||
75 | |||
76 | 1995 also saw the first publication of DYNIX/ptx's RCU mechanism | ||
77 | [Slingwine95], which was optimized for modern CPU architectures, | ||
78 | and was successfully applied to a number of situations within the | ||
79 | DYNIX/ptx kernel. The corresponding conference paper appeared in 1998 | ||
80 | [McKenney98]. | ||
81 | |||
82 | In 1999, the Tornado and K42 groups described their "generations" | ||
83 | mechanism, which quite similar to RCU [Gamsa99]. These operating systems | ||
84 | made pervasive use of RCU in place of "existence locks", which greatly | ||
85 | simplifies locking hierarchies. | ||
86 | |||
87 | 2001 saw the first RCU presentation involving Linux [McKenney01a] | ||
88 | at OLS. The resulting abundance of RCU patches was presented the | ||
89 | following year [McKenney02a], and use of RCU in dcache was first | ||
90 | described that same year [Linder02a]. | ||
91 | |||
92 | Also in 2002, Michael [Michael02b,Michael02a] presented techniques | ||
93 | that defer the destruction of data structures to simplify non-blocking | ||
94 | synchronization (wait-free synchronization, lock-free synchronization, | ||
95 | and obstruction-free synchronization are all examples of non-blocking | ||
96 | synchronization). In particular, this technique eliminates locking, | ||
97 | reduces contention, reduces memory latency for readers, and parallelizes | ||
98 | pipeline stalls and memory latency for writers. However, these | ||
99 | techniques still impose significant read-side overhead in the form of | ||
100 | memory barriers. Researchers at Sun worked along similar lines in the | ||
101 | same timeframe [HerlihyLM02,HerlihyLMS03]. | ||
102 | |||
103 | In 2003, the K42 group described how RCU could be used to create | ||
104 | hot-pluggable implementations of operating-system functions. Later that | ||
105 | year saw a paper describing an RCU implementation of System V IPC | ||
106 | [Arcangeli03], and an introduction to RCU in Linux Journal [McKenney03a]. | ||
107 | |||
108 | 2004 has seen a Linux-Journal article on use of RCU in dcache | ||
109 | [McKenney04a], a performance comparison of locking to RCU on several | ||
110 | different CPUs [McKenney04b], a dissertation describing use of RCU in a | ||
111 | number of operating-system kernels [PaulEdwardMcKenneyPhD], and a paper | ||
112 | describing how to make RCU safe for soft-realtime applications [Sarma04c]. | ||
113 | |||
114 | |||
115 | Bibtex Entries | ||
116 | |||
117 | @article{Kung80 | ||
118 | ,author="H. T. Kung and Q. Lehman" | ||
119 | ,title="Concurrent Maintenance of Binary Search Trees" | ||
120 | ,Year="1980" | ||
121 | ,Month="September" | ||
122 | ,journal="ACM Transactions on Database Systems" | ||
123 | ,volume="5" | ||
124 | ,number="3" | ||
125 | ,pages="354-382" | ||
126 | } | ||
127 | |||
128 | @techreport{Manber82 | ||
129 | ,author="Udi Manber and Richard E. Ladner" | ||
130 | ,title="Concurrency Control in a Dynamic Search Structure" | ||
131 | ,institution="Department of Computer Science, University of Washington" | ||
132 | ,address="Seattle, Washington" | ||
133 | ,year="1982" | ||
134 | ,number="82-01-01" | ||
135 | ,month="January" | ||
136 | ,pages="28" | ||
137 | } | ||
138 | |||
139 | @article{Manber84 | ||
140 | ,author="Udi Manber and Richard E. Ladner" | ||
141 | ,title="Concurrency Control in a Dynamic Search Structure" | ||
142 | ,Year="1984" | ||
143 | ,Month="September" | ||
144 | ,journal="ACM Transactions on Database Systems" | ||
145 | ,volume="9" | ||
146 | ,number="3" | ||
147 | ,pages="439-455" | ||
148 | } | ||
149 | |||
150 | @techreport{Hennessy89 | ||
151 | ,author="James P. Hennessy and Damian L. Osisek and Joseph W. {Seigh II}" | ||
152 | ,title="Passive Serialization in a Multitasking Environment" | ||
153 | ,institution="US Patent and Trademark Office" | ||
154 | ,address="Washington, DC" | ||
155 | ,year="1989" | ||
156 | ,number="US Patent 4,809,168 (lapsed)" | ||
157 | ,month="February" | ||
158 | ,pages="11" | ||
159 | } | ||
160 | |||
161 | @techreport{Pugh90 | ||
162 | ,author="William Pugh" | ||
163 | ,title="Concurrent Maintenance of Skip Lists" | ||
164 | ,institution="Institute of Advanced Computer Science Studies, Department of Computer Science, University of Maryland" | ||
165 | ,address="College Park, Maryland" | ||
166 | ,year="1990" | ||
167 | ,number="CS-TR-2222.1" | ||
168 | ,month="June" | ||
169 | } | ||
170 | |||
171 | @Book{Adams91 | ||
172 | ,Author="Gregory R. Adams" | ||
173 | ,title="Concurrent Programming, Principles, and Practices" | ||
174 | ,Publisher="Benjamin Cummins" | ||
175 | ,Year="1991" | ||
176 | } | ||
177 | |||
178 | @unpublished{Jacobson93 | ||
179 | ,author="Van Jacobson" | ||
180 | ,title="Avoid Read-Side Locking Via Delayed Free" | ||
181 | ,year="1993" | ||
182 | ,month="September" | ||
183 | ,note="Verbal discussion" | ||
184 | } | ||
185 | |||
186 | @Conference{AjuJohn95 | ||
187 | ,Author="Aju John" | ||
188 | ,Title="Dynamic vnodes -- Design and Implementation" | ||
189 | ,Booktitle="{USENIX Winter 1995}" | ||
190 | ,Publisher="USENIX Association" | ||
191 | ,Month="January" | ||
192 | ,Year="1995" | ||
193 | ,pages="11-23" | ||
194 | ,Address="New Orleans, LA" | ||
195 | } | ||
196 | |||
197 | @techreport{Slingwine95 | ||
198 | ,author="John D. Slingwine and Paul E. McKenney" | ||
199 | ,title="Apparatus and Method for Achieving Reduced Overhead Mutual | ||
200 | Exclusion and Maintaining Coherency in a Multiprocessor System | ||
201 | Utilizing Execution History and Thread Monitoring" | ||
202 | ,institution="US Patent and Trademark Office" | ||
203 | ,address="Washington, DC" | ||
204 | ,year="1995" | ||
205 | ,number="US Patent 5,442,758 (contributed under GPL)" | ||
206 | ,month="August" | ||
207 | } | ||
208 | |||
209 | @techreport{Slingwine97 | ||
210 | ,author="John D. Slingwine and Paul E. McKenney" | ||
211 | ,title="Method for maintaining data coherency using thread | ||
212 | activity summaries in a multicomputer system" | ||
213 | ,institution="US Patent and Trademark Office" | ||
214 | ,address="Washington, DC" | ||
215 | ,year="1997" | ||
216 | ,number="US Patent 5,608,893 (contributed under GPL)" | ||
217 | ,month="March" | ||
218 | } | ||
219 | |||
220 | @techreport{Slingwine98 | ||
221 | ,author="John D. Slingwine and Paul E. McKenney" | ||
222 | ,title="Apparatus and method for achieving reduced overhead | ||
223 | mutual exclusion and maintaining coherency in a multiprocessor | ||
224 | system utilizing execution history and thread monitoring" | ||
225 | ,institution="US Patent and Trademark Office" | ||
226 | ,address="Washington, DC" | ||
227 | ,year="1998" | ||
228 | ,number="US Patent 5,727,209 (contributed under GPL)" | ||
229 | ,month="March" | ||
230 | } | ||
231 | |||
232 | @Conference{McKenney98 | ||
233 | ,Author="Paul E. McKenney and John D. Slingwine" | ||
234 | ,Title="Read-Copy Update: Using Execution History to Solve Concurrency | ||
235 | Problems" | ||
236 | ,Booktitle="{Parallel and Distributed Computing and Systems}" | ||
237 | ,Month="October" | ||
238 | ,Year="1998" | ||
239 | ,pages="509-518" | ||
240 | ,Address="Las Vegas, NV" | ||
241 | } | ||
242 | |||
243 | @Conference{Gamsa99 | ||
244 | ,Author="Ben Gamsa and Orran Krieger and Jonathan Appavoo and Michael Stumm" | ||
245 | ,Title="Tornado: Maximizing Locality and Concurrency in a Shared Memory | ||
246 | Multiprocessor Operating System" | ||
247 | ,Booktitle="{Proceedings of the 3\textsuperscript{rd} Symposium on | ||
248 | Operating System Design and Implementation}" | ||
249 | ,Month="February" | ||
250 | ,Year="1999" | ||
251 | ,pages="87-100" | ||
252 | ,Address="New Orleans, LA" | ||
253 | } | ||
254 | |||
255 | @techreport{Slingwine01 | ||
256 | ,author="John D. Slingwine and Paul E. McKenney" | ||
257 | ,title="Apparatus and method for achieving reduced overhead | ||
258 | mutual exclusion and maintaining coherency in a multiprocessor | ||
259 | system utilizing execution history and thread monitoring" | ||
260 | ,institution="US Patent and Trademark Office" | ||
261 | ,address="Washington, DC" | ||
262 | ,year="2001" | ||
263 | ,number="US Patent 5,219,690 (contributed under GPL)" | ||
264 | ,month="April" | ||
265 | } | ||
266 | |||
267 | @Conference{McKenney01a | ||
268 | ,Author="Paul E. McKenney and Jonathan Appavoo and Andi Kleen and | ||
269 | Orran Krieger and Rusty Russell and Dipankar Sarma and Maneesh Soni" | ||
270 | ,Title="Read-Copy Update" | ||
271 | ,Booktitle="{Ottawa Linux Symposium}" | ||
272 | ,Month="July" | ||
273 | ,Year="2001" | ||
274 | ,note="Available: | ||
275 | \url{http://www.linuxsymposium.org/2001/abstracts/readcopy.php} | ||
276 | \url{http://www.rdrop.com/users/paulmck/rclock/rclock_OLS.2001.05.01c.pdf} | ||
277 | [Viewed June 23, 2004]" | ||
278 | annotation=" | ||
279 | Described RCU, and presented some patches implementing and using it in | ||
280 | the Linux kernel. | ||
281 | " | ||
282 | } | ||
283 | |||
284 | @Conference{Linder02a | ||
285 | ,Author="Hanna Linder and Dipankar Sarma and Maneesh Soni" | ||
286 | ,Title="Scalability of the Directory Entry Cache" | ||
287 | ,Booktitle="{Ottawa Linux Symposium}" | ||
288 | ,Month="June" | ||
289 | ,Year="2002" | ||
290 | ,pages="289-300" | ||
291 | } | ||
292 | |||
293 | @Conference{McKenney02a | ||
294 | ,Author="Paul E. McKenney and Dipankar Sarma and | ||
295 | Andrea Arcangeli and Andi Kleen and Orran Krieger and Rusty Russell" | ||
296 | ,Title="Read-Copy Update" | ||
297 | ,Booktitle="{Ottawa Linux Symposium}" | ||
298 | ,Month="June" | ||
299 | ,Year="2002" | ||
300 | ,pages="338-367" | ||
301 | ,note="Available: | ||
302 | \url{http://www.linux.org.uk/~ajh/ols2002_proceedings.pdf.gz} | ||
303 | [Viewed June 23, 2004]" | ||
304 | } | ||
305 | |||
306 | @article{Appavoo03a | ||
307 | ,author="J. Appavoo and K. Hui and C. A. N. Soules and R. W. Wisniewski and | ||
308 | D. M. {Da Silva} and O. Krieger and M. A. Auslander and D. J. Edelsohn and | ||
309 | B. Gamsa and G. R. Ganger and P. McKenney and M. Ostrowski and | ||
310 | B. Rosenburg and M. Stumm and J. Xenidis" | ||
311 | ,title="Enabling Autonomic Behavior in Systems Software With Hot Swapping" | ||
312 | ,Year="2003" | ||
313 | ,Month="January" | ||
314 | ,journal="IBM Systems Journal" | ||
315 | ,volume="42" | ||
316 | ,number="1" | ||
317 | ,pages="60-76" | ||
318 | } | ||
319 | |||
320 | @Conference{Arcangeli03 | ||
321 | ,Author="Andrea Arcangeli and Mingming Cao and Paul E. McKenney and | ||
322 | Dipankar Sarma" | ||
323 | ,Title="Using Read-Copy Update Techniques for {System V IPC} in the | ||
324 | {Linux} 2.5 Kernel" | ||
325 | ,Booktitle="Proceedings of the 2003 USENIX Annual Technical Conference | ||
326 | (FREENIX Track)" | ||
327 | ,Publisher="USENIX Association" | ||
328 | ,year="2003" | ||
329 | ,month="June" | ||
330 | ,pages="297-310" | ||
331 | } | ||
332 | |||
333 | @article{McKenney03a | ||
334 | ,author="Paul E. McKenney" | ||
335 | ,title="Using {RCU} in the {Linux} 2.5 Kernel" | ||
336 | ,Year="2003" | ||
337 | ,Month="October" | ||
338 | ,journal="Linux Journal" | ||
339 | ,volume="1" | ||
340 | ,number="114" | ||
341 | ,pages="18-26" | ||
342 | } | ||
343 | |||
344 | @article{McKenney04a | ||
345 | ,author="Paul E. McKenney and Dipankar Sarma and Maneesh Soni" | ||
346 | ,title="Scaling dcache with {RCU}" | ||
347 | ,Year="2004" | ||
348 | ,Month="January" | ||
349 | ,journal="Linux Journal" | ||
350 | ,volume="1" | ||
351 | ,number="118" | ||
352 | ,pages="38-46" | ||
353 | } | ||
354 | |||
355 | @Conference{McKenney04b | ||
356 | ,Author="Paul E. McKenney" | ||
357 | ,Title="{RCU} vs. Locking Performance on Different {CPUs}" | ||
358 | ,Booktitle="{linux.conf.au}" | ||
359 | ,Month="January" | ||
360 | ,Year="2004" | ||
361 | ,Address="Adelaide, Australia" | ||
362 | ,note="Available: | ||
363 | \url{http://www.linux.org.au/conf/2004/abstracts.html#90} | ||
364 | \url{http://www.rdrop.com/users/paulmck/rclock/lockperf.2004.01.17a.pdf} | ||
365 | [Viewed June 23, 2004]" | ||
366 | } | ||
367 | |||
368 | @phdthesis{PaulEdwardMcKenneyPhD | ||
369 | ,author="Paul E. McKenney" | ||
370 | ,title="Exploiting Deferred Destruction: | ||
371 | An Analysis of Read-Copy-Update Techniques | ||
372 | in Operating System Kernels" | ||
373 | ,school="OGI School of Science and Engineering at | ||
374 | Oregon Health and Sciences University" | ||
375 | ,year="2004" | ||
376 | } | ||
377 | |||
378 | @Conference{Sarma04c | ||
379 | ,Author="Dipankar Sarma and Paul E. McKenney" | ||
380 | ,Title="Making RCU Safe for Deep Sub-Millisecond Response Realtime Applications" | ||
381 | ,Booktitle="Proceedings of the 2004 USENIX Annual Technical Conference | ||
382 | (FREENIX Track)" | ||
383 | ,Publisher="USENIX Association" | ||
384 | ,year="2004" | ||
385 | ,month="June" | ||
386 | ,pages="182-191" | ||
387 | } | ||