1. Java

2. Java API
public class Hoge implements Serializable{

3. XML
wikipedia
to

4. Hello World!
Java
→116
ac ed 00 05 73 72 00 26 62 65 6e 63 68 6d 61 72
6b 2e 74 65 73 74 63 61 73 65 2e 62 65 61 6e 2e
48 65 6c 6c 6f 57 6f 72 6c 64 42 65 61 6e 52 9a
88 0d cc 48 49 00 02 00 02 4a 00 04 74 69 6d 65
4c 00 03 73 74 72 74 00 12 4c 6a 61 76 61 2f 6c
61 6e 67 2f 53 74 72 69 6e 67 3b 78 70 00 00 01
27 8a dc 2a e2 74 00 0c 48 65 6c 6c 6f 20 57 6f
72 6c 64 21
JSON
→43
{"str":"Hello World!","time":1269345080819}

5. Java RMI
EJB
RPC(Remote Procedure Call)

8. Java
※ Java

9. ✓
✓
✓
✓

11. {"str":"Hello World!","time":1269345080819}
JavaScript

12. Java JSON
• Json-lib( )
http://json-lib.sourceforge.net/
• JSONIC
http://jsonic.sourceforge.jp/
• FlexJson
http://flexjson.sourceforge.net/
•

13. Java API
(writeExternal/readExternal)
public class Hoge implements Externalizable{
private String str;
private long time;
@Override public void writeExternal(ObjectOutput out) {
out.writeObject(this.str);
out.writeLong(this.time);
}
@Override public void readExternal(ObjectInput in) {
this.str = (String)in.readObject();
this.long = in.readLong();
}
}

14. public class Hoge implements Externalizable{

15. ac ed 00 05 73 72 00 0d ac ed 00 05 73 72 00 1b
74 65 73 74 2e 54 65 73 74 65 73 74 2e 45 78 74
74 42 65 61 6e 20 e9 e2 65 72 6e 61 6c 69 7a 61
62 c4 df 79 42 02 00 03 62 6c 65 54 65 73 74 42
4a 00 02 69 64 4c 00 04 65 61 6e a3 be c9 30 53
74 69 6d 65 74 00 10 4c 4a 7a f8 0c 00 00 78 70
6a 61 76 61 2f 75 74 69 77 08 00 00 00 00 00 00
6c 2f 44 61 74 65 3b 4c 00 01 74 00 04 74 65 73
00 05 76 61 6c 75 65 74 74 73 72 00 0e 6a 61 76
00 12 4c 6a 61 76 61 2f 61 2e 75 74 69 6c 2e 44
6c 61 6e 67 2f 53 74 72 61 74 65 68 6a 81 01 4b
69 6e 67 3b 78 70 00 00 59 74 19 03 00 00 78 70
00 00 00 00 00 01 73 72 77 08 00 00 01 27 74 e6
00 0e 6a 61 76 61 2e 75 d3 af 78 78
74 69 6c 2e 44 61 74 65
68 6a 81 01 4b 59 74 19
03 00 00 78 70 77 08 00
00 01 27 74 e6 d2 3c 78
74 00 04 74 65 73 74

16. Google BigTable
RPC
2008 7
Apache Lisence Ver. 2.0)

17. IDL DSL
IDL
(C++ Python Java
package serializable.protobuf;
message TestBean{
required int32 id = 1;
required string value = 2;
required int64 time = 3;
}

18. ac ed 00 05 73 72 00 0d 08 01 12 04 74 65 73 74
74 65 73 74 2e 54 65 73 18 f6 e2 b3 e1 06
74 42 65 61 6e 20 e9 e2
62 c4 df 79 42 02 00 03
4a 00 02 69 64 4c 00 04
74 69 6d 65 74 00 10 4c
6a 61 76 61 2f 75 74 69
6c 2f 44 61 74 65 3b 4c
00 05 76 61 6c 75 65 74
00 12 4c 6a 61 76 61 2f
6c 61 6e 67 2f 53 74 72
69 6e 67 3b 78 70 00 00
00 00 00 00 00 01 73 72
00 0e 6a 61 76 61 2e 75
74 69 6c 2e 44 61 74 65
68 6a 81 01 4b 59 74 19
03 00 00 78 70 77 08 00
00 01 27 74 e6 d2 3c 78
74 00 04 74 65 73 74

20. Hadoop
2009 4
RPC
C C++ Java Python Ruby
Hadoop Core Hive Pig
RPC

21. JSON
Java
{"type": "array", "items": "string"}

22. 4f 62 6a 01 02 16 61 76 72 6f 2e 73 63 68 65 6d
61 ca 02 7b 22 74 79 70 65 22 3a 22 72 65 63 6f
72 64 22 2c 22 6e 61 6d 65 22 3a 22 50 72 69 6d
69 74 69 76 65 54 65 73 74 42 65 61 6e 22 2c 22
6e 61 6d 65 73 70 61 63 65 22 3a 22 74 65 73 74
22 2c 22 66 69 65 6c 64 73 22 3a 5b 7b 22 6e 61
6d 65 22 3a 22 69 64 22 2c 22 74 79 70 65 22 3a
22 6c 6f 6e 67 22 7d 2c 7b 22 6e 61 6d 65 22 3a
22 76 61 6c 75 65 22 2c 22 74 79 70 65 22 3a 22
73 74 72 69 6e 67 22 7d 2c 7b 22 6e 61 6d 65 22
3a 22 74 69 6d 65 22 2c 22 74 79 70 65 22 3a 22
6c 6f 6e 67 22 7d 5d 7d 00 0c 64 69 4e 57 ee 5f
83 7d a0 a8 7f b7 bb 60 33 02 18 02 08 74 65 73
74 f4 cf b6 ce ee 49 0c 64 69 4e 57 ee 5f 83 7d
a0 a8 7f b7 bb 60 33

24. (Ruby Python Perl C C++ Java

25. Protocol Buffers
zero-copy
serialize C++ Ruby

26. • JSON
- {} []
-
๏ 0xcc →unsigned 8-bit integer
•
-
•
-
• URL
- http://d.hatena.ne.jp/viver/20100324/p1

27. JSON
ac ed 00 05 73 72 00 0d 83 a2 69 64 a1 31 a4 74
74 65 73 74 2e 54 65 73 69 6d 65 ad 31 32 36 39
74 42 65 61 6e 20 e9 e2 34 31 32 30 39 34 36 36
62 c4 df 79 42 02 00 03 31 a5 76 61 6c 75 65 ac
4a 00 02 69 64 4c 00 04 48 65 6c 6c 6f 20 57 6f
74 69 6d 65 74 00 10 4c 72 6c 64 21
6a 61 76 61 2f 75 74 69
6c 2f 44 61 74 65 3b 4c
00 05 76 61 6c 75 65 74
00 12 4c 6a 61 76 61 2f
6c 61 6e 67 2f 53 74 72
69 6e 67 3b 78 70 00 00
00 00 00 00 00 01 73 72
00 0e 6a 61 76 61 2e 75
74 69 6c 2e 44 61 74 65
68 6a 81 01 4b 59 74 19
03 00 00 78 70 77 08 00
00 01 27 74 e6 d2 3c 78
74 00 04 74 65 73 74

30. ✓
✓
✓
✓

31. - 1MB
- List 1KB × 256
- Map key:256byte / value:int ×256
- Java

32. -
-
-
10000

33. - Serializable
- Externalizable
- JSONIC
- FlexJson
- Protocol Bufferes
- Hadoop Avro
- Message Pack

45. Message Pack
-
ProtoBuf
-
Java Serializable
Externalizable
-

46. ✓
✓
✓
✓

47. bzip2

50. • Deflate
- gzip zip
• QuickLZ
-

51. gzip zip
gzip = gzip Deflate
LZ77 + (

52. Abraham Lempel Jacob Ziv 1977
LZ
LZ77
※

53. Abraham Lempel Jacob Ziv 1977

54. Abraham Lempel Jacob Ziv 1977

55. Abraham Lempel Jacob Ziv 1977

56. Abraham Lempel Jacob Ziv 1977

57. Abraham Lempel Jacob Ziv 1977

58. Abraham Lempel Jacob Ziv 1977

59. Abraham Lempel Jacob Ziv 1977

60. Abraham Lempel Jacob Ziv 1977

61. Abraham Lempel Jacob Ziv 1977

63. •
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•

64. •
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•

65. •
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•

66. •
DAEBCBACBBBC
•

67. •
DAEBCBACBBBC
•

68. •
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•

69. •
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•

70. •
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•

71. •
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•

72. •
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•

73. •
DAEBCBACBBBC
•
→
→

75. - Message Pack
- Message Pack + Deflate
- Message Pack + QuickLZ
twitter
(JSON)
-
- (

81. JSON Message Pack
- 3/4
Deflate

82. ✓
✓
✓
✓

83. Java
Message Pack
Java API Serializable
Externalizable
Deflate