1. LL
@mootoh

2. @mootoh
5
: = 7:3
http://deadbeaf.org

3. Molatomium CELL REGZA

5. http://bit.ly/namikan

6. mootoh
wraith13
goyoki
STM hayamiz
HPU MUDA syoyo
Lock-free yamasa
Haskell shelarcy
???

7. •
•

8. •
•
100 !

9. •
•
100 !
LL tiger

10. LL

12. (^o^)
(^o^)
(^o^)
(^o^)
(^o^)
(^o^)
(^o^)
CC by-nc-sa : http://www.flickr.com/photos/carrapatoso/3467673411/

13. “The Free Lunch is Over”, by Herb Sutter
http://www.gotw.ca/publications/concurrency-ddj.htm

14. “The Free Lunch is Over”, by Herb Sutter
http://www.gotw.ca/publications/concurrency-ddj.htm

15. •
• CPU
• ( )
• (^o^)
•

16. http://edry.jp/a/2009/02/21_210347.xhtml

17. ?

18. CC by-nc : http://www.flickr.com/photos/b-tal/407402521/

20. • : Eclipse.app
• on iMac Core 2 Duo 3GHz 4GB RAM
• : 33s, 2 : 7s

21. • : Eclipse.app
• on iMac Core 2 Duo 3GHz 4GB RAM
• : 33s, 2 : 7s

22. • : Eclipse.app
• on iMac Core 2 Duo 3GHz 4GB RAM
• : 33s, 2 : 7s
(628,702 * 33s * 365 ) / (60 * 60 * 24 * 30)
=> 2,921 /

23. • 21 :
•
• (GNH)
•

24. • 21 :
•
• (GNH)
•

25. • : →
•
• → GNH

26. LL

27. Timeline
2010 2015 2020

29. 2010 2015 2020

30. •
•≠
• Native thread
•

31. • Native thread
• 5.6 ithread
• thread VM
• default shared nothing
• 6.0 STM
•
• POE, AnyEvent, Coro, ...

32. • Native & green thread ( )
• ruby1.8: green
• ruby1.9: native, GIL
• JRuby, MacRuby: native, GIL o/
•
• Revactor, EventMachine, NeverBlock, ...

33. • Thread
• CPython: GVL
• Jython, IronPython :
• Jython: system 216% cpu 12.285 total

34. • no threads, fork it

35. Haskell
• Haskell
•
• Parallel Haskell
• Concurrent Haskell
• STM
• Native thread?

36. • Actor
• Native thread
• beam.smp 193.2%
• /

37. •
• JVM
• Native thread
• Actor

38. • goroutine
• Native thread
• runtime.GOMAXPROCS(NCPU)
• Channel
•

39. Javascript
• HTML5 WebWorkers !
•
• Native thread ?
• WebKit
•

40. Perl Ruby Python PHP Haskell Erlang Scala go Javascript
Native
thread × ? ?
Thread,
Thread, Thread, STM
Model, Message Message Message
Thread Process
Paradigm Passing Message Passing Passing
STM Fiber
Passing
shared-
nothing
Web
goroutine
Workers
by
default

41. 2010-2015

42. Timeline
2010 2015 2020

43. ↓

44. JVM
• Native thread,
•
• :
• JRuby, Jython, Scala, Clojure, ...

45. http://www.flickr.com/photos/johnkay/3331613033/

46. •
• , , , ...
•
•
•

47. • I/O
•
•
•
•

48. I/O
• C10k
• Event
• AnyEvent (Perl)
• EventMachine (Ruby)

49. •
• :)
http://images.apple.com/macosx/technology/docs/
GrandCentral_TB_brief_20090903.pdf
• :( ...?
• :
• Grand Central Dispatch → Mac http://en.wikipedia.org/wiki/File:Gcd_icon20090608.jpg
• Java 7 → JVM
• OpenCL http://www.khronos.org/opencl/

50. •
•
• Out of Order
• Future
•
•
• : value resolved
: value not resolved yet
: executable Atom
: pending Atom

51. Molatomium

52. DSL C
Mol Atom
Runtime

53. Mol
•
•
• Atom ( )
•C
main() {
frame(frame_no, input) {
local loop;
local edge[-1..9] outside(0);
Haskell local pocs[-1..9] outside(0);
local ccr [-1..9] outside(0);
DSL loop = loop_count();
edge[i] := edge_atom(input, i);
ccr [i] := ccr_atom(edge[i-1], edge[i], edge[i+1], i);
pocs[i] := i % 2 == 0
? pocs_even_atom(ccr [i-1], ccr[i], ccr [i+1], loop, i)
: pocs_odd_atom (pocs[i-1], ccr[i], pocs[i+1], loop, i);
return &pocs;
}
sync for (i in [0..30])
put_frame_atom(frame(i, get_frame_atom()));
}

54. Runtime
Atom Waiting
arguments, waiting for runtime lock
return value Shared
•
Memory
VM update runtime context
Global
Lock
Runtime
Context
•
Runtime Atom
Mol Atom Wait

55. Runtime
Atom Waiting
arguments, waiting for runtime lock
return value Shared
•
Memory
VM update runtime context
Global
Lock
Runtime
Context
•
Runtime Atom
Mol Atom Wait

56. 2010-2015
•
• JVM
•
• ( I/O,
)

57. 2015-2020

58. Timeline
2010 2015 2020

60. |
8

61. FAQ
• ?

62. FAQ
• ?
http://www.speedia.co.jp/~namisato/2008_05.html

63. FAQ
• ?
http://www.speedia.co.jp/~namisato/2008_05.html
P = f V^2
1MHz 1000 → 1GHz !

64. Memory
Wall
CC-by : http://www.flickr.com/photos/afagen/4145629623/

65. Memory Wall
•
•
•
• 100
• by “Can Manycores Support the Memory Requirements of Scientific Applications?” /
A4MMC 2010

66. Memory Wall
• →
• : Intel SCC
•
• HW
http://techresearch.intel.com/articles/Tera-Scale/1826.htm

67. • Actor
• Erlang, Scala, go, Javascript (HTML5, WebWorkers)
• LL
CC-by : http://www.flickr.com/photos/punkscrapper/4276443469/

68. ...?
•
•
•

69. ↓
!
http://dragon-quest.jp/five/monster/11kingusuraimu.html

70. ↓
!
http://dragon-quest.jp/five/monster/11kingusuraimu.html

71. 2015-2020
•
• →
•

72. 2020 ->

73. Timeline
2010 2015 2020

74. http://karlnordstrom.ca/ideas/?p=6 http://www.fastcursor.com/computers/quantum-computer-photo-gallery.asp

76. Timeline
Message passing
JVM
2010 2015 2020

77. LL

78. LL
P
• OK (Portable)
•
• (Performance)
• (Productivity)
• OK

80. LL
• OK (Portable)
•
• (Performance)
• (Productivity)
• OK

81. LL ?
• Light
•
•
• DSL

82. : DSL
• LL
• : C, Ruby, Perl, PHP, ...
• Communicating Sequential Process
• LL
•
• Glue LL, LL

83. ?
•
•
• ( )
•
• 40%
(by Harvard Business Review
http://blogs.hbr.org/bregman/2010/05/how-and-why-to-stop-multitaski.html )

84. •
•
•
•
•
http://dragon-quest.jp/five/

85. •
•
• C ...

86. •
• ( )
•

87. Re-Discover
•
• :
• GC
• Javascript
•
•

88. • LL
•
•
•

89. Application

90. Application
•
•

91. ?

92. 1.
: Ray Tracing
http://lucille.sourceforge.net/gallery/0_1_3/index.html

93. •
• :
•
•
•

94. 2.
“
”
http://blogs.itmedia.co.jp/yasusasaki/2010/07/ipad-ab70.html

95. 2.
• try-error
...?
•
• Pixelmator
•

96. 3.
http://commons.wikimedia.org/wiki/File:Box2d-screenshot.png
http://www.flickr.com/photos/nh567/1406671607/
http://www.flickr.com/photos/overig/4639331740/

97. 4.
•
•
• AI
•

98. •3
•2 →3

100. LL
•
• LL
•
•
•
•
• ?