Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
An ETL Framework for Online Analytical Processi...
Search
Hiroyuki Inoue
June 15, 2013
Research
3
300
An ETL Framework for Online Analytical Processing of Linked Open Data
A presentation for the 14th International Conference on Web-Age Information Management (WAIM 2013).
Hiroyuki Inoue
June 15, 2013
Tweet
Share
More Decks by Hiroyuki Inoue
See All by Hiroyuki Inoue
Write ETL or ELT data processing jobs with bricolage.
inohiro
3
650
リアルタイム分析サービス『たべみる』を支える高可用性アーキテクチャ
inohiro
0
63
Pechakucha of Electrical Towers
inohiro
2
61
Introduction of '3dcg-arts.net'
inohiro
0
340
Other Decks in Research
See All in Research
Self-supervised audiovisual representation learning for remote sensing data
satai
3
230
Principled AI ~深層学習時代における課題解決の方法論~
taniai
3
1.2k
SSII2025 [SS2] 横浜DeNAベイスターズの躍進を支えたAIプロダクト
ssii
PRO
7
3.6k
Ad-DS Paper Circle #1
ykaneko1992
0
5.6k
20250605_新交通システム推進議連_熊本都市圏「車1割削減、渋滞半減、公共交通2倍」から考える地方都市交通政策
trafficbrain
0
520
公立高校入試等に対する受入保留アルゴリズム(DA)導入の提言
shunyanoda
0
6k
Towards a More Efficient Reasoning LLM: AIMO2 Solution Summary and Introduction to Fast-Math Models
analokmaus
2
330
業界横断 副業・兼業者の実態調査
fkske
0
190
なめらかなシステムと運用維持の終わらぬ未来 / dicomo2025_coherently_fittable_system
monochromegane
0
650
Looking for Escorts in Sydney?
lunsophia
1
120
ASSADS:ASMR動画に合わせて撫でられる感覚を提示するシステムの開発と評価 / ec75-shimizu
yumulab
1
400
RHO-1: Not All Tokens Are What You Need
sansan_randd
1
130
Featured
See All Featured
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
31
1.3k
Git: the NoSQL Database
bkeepers
PRO
430
65k
Code Reviewing Like a Champion
maltzj
524
40k
Embracing the Ebb and Flow
colly
86
4.7k
Thoughts on Productivity
jonyablonski
69
4.7k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
[RailsConf 2023] Rails as a piece of cake
palkan
55
5.7k
Building a Scalable Design System with Sketch
lauravandoore
462
33k
Into the Great Unknown - MozCon
thekraken
40
1.9k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
107
19k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
46
9.6k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
656
60k
Transcript
"O&5-'SBNFXPSL GPS0OMJOF"OBMZUJDBM1SPDFTTJOH PG-JOLFE0QFO%BUB )JSPZVLJ*/06&̍ 5PTIJZVLJ"."("4" BOE)JSPZVLJ,*5"("8" ̍(SBEVBUF4DIPPMPG4ZTUFNTBOE*OGPSNBUJPO&OHJOFFSJOH
6OJWFSTJUZPG5TVLVCB 'BDVMUZPG&OHJOFFSJOH *OGPSNBUJPOBOE4ZTUFNT 6OJWFSTJUZPG5TVLVCB
! +6E>99>VJH>DCD;%>C@:9(E:C6I6%( ! B:I=D9IDEJ7A>H=6C9H=6G:HIGJ8IJG:996I6DCI=:0:7 ! Q0:7D;6I6U6I6A>C@:9L>I=:68=DI=:G ! +:HDJG8::H8G>EI>DCG6B:LDG@+ ! ;G6B:LDG@;DG9:H8G>7>C<G:HDJG8:HDCI=:0:7 ! -G>EA:,J7?:8I
)G:9>86I: 6C9(7?:8I ! ,I6I>HI>86A96I66H%>C@:9(E:C6I6 ! DK:GCB:CIHT6I6 <DK., JGDHI6I. ! ,8>:C8:H >DAD<N &:9>8>C:9GJ< ! ,:CHDGD7H:GK6I>DCHT0:6I=:G +69>6I>DC ! GDL>C<9:B6C9H;DGCJB:G>86A6C6ANH>HDK:G%( %>C@:9(E:C6I6 +
! C6ANI>86AEGD8:HH>C<B:I=D9;DG96I676H:H ! 6I6 8J7:BJAI> 9>B:CH>DC6ABD9:A ! 'JB:G>86AK6AJ:H ! M:HD;6C6ANH>H ! 8DCI6>CH=>:G6G8=>86AHIGJ8IJG:
! ,I6GH8=:B6 ! 68II67A: ! >B:CH>DCI67A:H (C %>C:C6ANI>86A)GD8:HH>C<(%) ĺ=IIE LLL 6IB6G@>I 8D ?E ;L>C@IJIDG HFA HFA 5 =IBA 100 32 4 32 32 128 128 128 64 64 64 386 386 386 686 686 686 16 16 8 8 8 2 2 DBDG> ,:C96> -D@ND (H6@6 !>GD H=>B6 6HI 0:HI )A68: J@J D@6 A =6A; ->B: ; =6A; * * * * ) 6I:<DGN (, &68 0>C %6EIDE :H@IDE +:HJAI " 86I:<DGN5>9 I>B:5>9 ,IDG:5>9 6I:<DGN " A6G<:86I:<DGN HB6AA86I:<DGN ->B: " =6A; FJ6GI:G )A68: " HI6I: 8>INC6B: 68I >B >B >B
! MIG68I -G6CH;DGB 6C9%D69_-%` ! MIG68IMIG68I96I6;GDB96I6G:HDJG8: ! -G6CH;DGB6I68A:6CH>C< ! %D69%D6996I6ID6I606G:=DJH:0!
-%;DG(%) ,8=:B6 %D69 MIG68I -G6CH;DGB 0!
! (7?:8I>K: ! )GDEDH:6;G6B:LDG@6EEAN>C<(%)IDINE>86A CJB:G>86ADGHI6I>HI>86A96I6EJ7A>H=:96H%( ! )GD7A:BH ! DCK:GI<G6E=HIGJ8IJG:96I6IDG:A6I>DC6AH8=:B6 ! )G:E6G:6M:H6C9=>:G6G8=>:HD;6C6ANH>H (7?:8I>K:6C9EGD7A:BH
! -LD9>G:8I>DCH .H:G:A6I>DC6A96I676H:6C9(%)HNHI:B ! $6BE<:C:I6A 23T69K6CI6<:>CE:G;DGB6C8: EEAN(%)
A>@:FJ:GN9>G:8IAN ! I8=:K:GGN:I6A 2 3TJH:,)+*%6+FJ:GNA6C<J6<: ! DI=B:I=D9HG:FJ>G: ! +6I6J7:/D867JA6GN* ! (E:CJ7:/D867JA6GNZ*(%) +:A6I:9LDG@ 23 $6BE<:C 6C9 !6GI= Q-G6CH;DGB>C<,I6I>HI>86A%>C@:96I6;DG.H:>C(%),NHI:BHU "C" ,&'-", I="CI DC; DC,:B6CI>8,NHI:BH 23% I8=:K:GGN6C9 /6>HB6C QC=6C8>C<(%)C6ANH>HL>I=0:7J7:HU "C,0 KDAJB:D;%:8IJG:'DI:H>CDBEJI:G,8>:C8: E6<:HT ,EG>C<:G 23% I8=:K:GGN6C9 /6>HB6C Q*(%)/D867JA6GN;DG(%)J7:HDCI=:,:B6CI>80:7U "C(% KDAJB: D;.+0DG@H=DE)GD8::9>C<H .+0, DG<
! -LD9>G:8I>DCH .H:G:A6I>DC6A96I676H:6C9(%)HNHI:B ! $6BE<:C:I6A 23T69K6CI6<:>CE:G;DGB6C8: EEAN(%)
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
-%G6B:LDG@DK:GK>:L MIG68I+ 0:7 ,IDG:+ID+ "C9J8:9>B:CH>DCH :C:G6I:H8=:B6 1&% %D69
MIG68I -G6CH;DGB 0!
,IDG:+ID+ ! -NE: E6GI>I>DC:9-G>EA:,IDG:-)-, ! A6HH>;NIG>EA:HL>I=>IHQG9;INE:U ! ,IDG:IG>EA:>C6GDLL>I=D7?:8I96I6INE:
Q+:HJAIUI67A:_-)-,` MIG68I+ ,IDG:+ID+ >B:CH>DC>C9J8I>DC ,8=:B6<:C:G6I> HJ7?:8I EG:9>86I: D7?:8I INE: G:HJAI5 I>B: I>B:5 G:HDJG8: G:HJAI5 86I:<DGN 8DBEJI:G G:HDJG8: G:HJAI5 KDAJB: Q U A>I:G6A G:HJAI5 HIDG: -HJ@J76 G:HDJG8: G:HJAI5 I>B: I>B:5 G:HDJG8: G:HJAI5 KDAJB: Q U A>I:G6A G:HJAI5 HIDG: &>ID G:HDJG8: -HJ@J76 Q UY 8DBEJI:G 86I:<DGN KDAJB: I>B:5 I>B: G:HJAI5 HIDG: +:HJAI G:HJAI5 &>ID ,IDG: I>B:5 I>B: Q UY KDAJB: G9;INE:
! DCK:GI-)-,ID)GDE:GIN-67A: ! L:86C@CDLL=6I6IIG>7JI:HDGEGDE:GI>:HI=:G:6G: ,IDG:+ID+ HJ7?:8I2)$3 I>B:2$3 86I:<DGN2$3 KDAJB:
HIDG:2$3 G:HJAI5 I>B:5 8DBEJI:G Q U -HJ@J76 G:HJAI5 I>B:5 CJAA Q U &>ID Q+:HJAIUI67A:_)GDE:GIN-67A:` HJ7?:8I EG:9>86I: D7?:8I INE: G:HJAI5 I>B: I>B:5 G:HDJG8: G:HJAI5 86I:<DGN 8DBEJI:G G:HDJG8: G:HJAI5 KDAJB: Q U A>I:G6A G:HJAI5 HIDG: -HJ@J76 G:HDJG8: G:HJAI5 I>B: I>B:5 G:HDJG8: G:HJAI5 KDAJB: Q U A>I:G6A G:HJAI5 HIDG: &>ID G:HDJG8: Q+:HJAIUI67A:_-)-,` MIG68I+ ,IDG:+ID+ >B:CH>DC>C9J8I>DC ,8=:B6<:C:G6I> +:HJAIH8=:B6 )$)G>B6GN@:N $DG:><C@:N +:HJAI 2)$3HJ7?:8I 2$3I>B: 2$386I:<DGN KDAJB: 2$3HIDG:
,:A:8I>DCD;B:6HJG: ! .H:G8=DDH:HB:6HJG:6BDC<CJB:G>86AK6AJ:H +:HJAI HJ7?:8I 86I:<DGN5" I>B:5" HIDG:5" KDAJB: 6I:<DGN HJ7?:8I
C6B: ->B: HJ7?:8I 96I: I>B: ,IDG: HJ7?:8I AD86I>DC5" <CAD86I>DC HJ7?:8I C6B: />H>IDG HJ7?:8I HIDG:5" I>B:5" K>H>IDG8DJCI:G ,ID8@ HJ7?:8I EGD9J8I5C6B: 86I:<DGN5" HIDG:5" HID8@CJB7:GH 68I >B I67A:86C9>96I:H
.H:=>:G6G8=6AHIGJ8IJG: ;GDBDJIH>9:96I6 >B:CH>DC>C9J8I>DC ! G:6I:9>B:CH>DCI67A:;DG(%) ! I=G::8G:6I>DCB:I=D9H ,6A:HKDAJB: HJ7?:8I
86I:<DGN5" I>B:5" HIDG:5" KDAJB: 86I:<DGN HJ7?:8I C6B: ->B: HJ7?:8I 96I: I>B: <CAD86I>DC HJ7?:8I <CC6B: 68I .H:A>I:G6AI=6I>HLG>II:C>C96I69>G:8IAN .H:=>:G6G8=6AHIGJ8IJG: >HLG>II:C>C96I69>G:8IAN MIG68I+ ,IDG:+ID+ >B:CH>DC>C9J8I>DC ,8=:B6<:C:G6I> )6G:CI6I:<DGN HJ7?:8I C6B: :D'6B:H :I8
! 86H:QKDAJB:UL6HH:A:8I:96H6B:6HJG: ! ;68I I67A:`+:HJAIH ! 9>B I67A:`->B:Z6I:<DGNZ,IDG: <CEA68:
:C:G6I:H8=:B6;DG(%) +:HJAIH HJ7?:8I 86I:<DGN5" I>B:5" HIDG:5" KDAJB: 6I:<DGN HJ7?:8I C6B: ->B: HJ7?:8I =DJG 96N BDCI= FJ6I:G N:6G ,IDG: <CEA68: HJ7?:8I %_9>HIG>8I` %_EG:;:8IJG:` %_8DJCIGN` %_8DCI>C:CI` 68I >B >B >B +6I6+:IG>:K6A +6I6,IDG>C< >B:CH>DC>C9J8I ,8=:B6<:C:G6
6H:HIJ9N ! +69>6I>DC68I>K>IN96I6 ! '6I>DC6A+69>D68I>K>IN,I6I6H%>C@:96I6 ! Q&DC>IDG>C<>C;DGB6I>DCD;:CK>GDCB:CI6AG69>D68I>K>INA:K:AU ;GDB'J8A:6G+:<JA6I>DCJI=DG>IN>C#6E6C ! 'JB D;-G>EA:H
&6G :8 >C ! :D'6B:HT;DG<:D<G6E=>8G:HDJG8:H ! JH:99JBE:9RA: ! 0:6AHD6EEA>:9IDDI=:G96I6H:IH ! %>C@:9,:CHDG (7H:GK6I>DC6I6T,:CHDGD7H:GK:9 ! >D>C;DGB6I>8H =IIE LLL @6CO6@> 8DB LDG@H HI6I G6 =IIE G69>D68I>K>IN CHG <D ?E ?6
! G:6I:9H8=:B6L=:CQK6AJ:UL6HJH:96H6B:6HJG: ! ;68I I67A:`D7H:GK6I>DC5>CHI6C8: ! 9>B I67A:`->B: %D86I>DC
+:HJAIH D7H:GK6I>DC5>CHI6C8: HJ7?:8I EA68:5HJ7?:8I I>B:5HJ7?:8I K6AJ: 68I EA68: HJ7?:8I A6N:G5_9>HIG>8I` A6N:G5_EG:;:8IJG:` A6N:G5_8DJCIGN` A6N:G5_8DCI>C:CI` I>B: HJ7?:8I H:8 B>C =DJG 96N BDCI= N:6G G6 E I Q U <C G9;K6AJ: I>B: -)-! :KEA68: :KI>B: Q - U 44MH996I:->B: IA6I (7H "CHI6C8: /6AJ: >B >B I>B: AD86I>DC &:6HJG:
! C-%G6B:LDG@;DG(%)D;%( ! 6CN9:9>86I:9+KD867JA6G>:H ! <:C:G6I:HHI6GH8=:B6;DG(%)H:B> 6JIDB6I>86AAN !
&6EE>C<+IDG:A6I>DC6AH8=:B6 ! "C9J8:=>:G6G8=>86AHIGJ8IJG:H;GDB>CC:G DJI:GD;96I6 ! 6H:HIJ9N ! EEA>:9IDG69>6I>DC68I>K>IN96I6 ! "C9J8:96M>HD;6C6ANH>H <:C:G6I:96HI6GH8=:B6 ! JIJG:LDG@ ! G:A6I:9IDI=:QG9;INE:U ! ,J7?:8IL=>8=9D:HCPI=6K:6CNQG9;INE:U ! ,J7?:8IL=>8==6HB6CNQG9;INE:UH ! EEAN%(JE96I:IDH8=:B6 DC8AJH>DC6C9JIJG:LDG@
-=6C@NDJ