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
310
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
660
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
67
Pechakucha of Electrical Towers
inohiro
2
62
Introduction of '3dcg-arts.net'
inohiro
0
350
Other Decks in Research
See All in Research
診断前の病歴テキストを対象としたLLMによるエンティティリンキング精度検証
hagino3000
1
130
20250624_熊本経済同友会6月例会講演
trafficbrain
1
610
Stealing LUKS Keys via TPM and UUID Spoofing in 10 Minutes - BSides 2025
anykeyshik
0
110
Minimax and Bayes Optimal Best-arm Identification: Adaptive Experimental Design for Treatment Choice
masakat0
0
170
SSII2025 [TS2] リモートセンシング画像処理の最前線
ssii
PRO
7
3.1k
Google Agent Development Kit (ADK) 入門 🚀
mickey_kubo
2
1.7k
AWSで実現した大規模日本語VLM学習用データセット "MOMIJI" 構築パイプライン/buiding-momiji
studio_graph
2
490
数理最適化と機械学習の融合
mickey_kubo
16
9.3k
SNLP2025:Can Language Models Reason about Individualistic Human Values and Preferences?
yukizenimoto
0
120
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
satai
3
170
CVPR2025論文紹介:Unboxed
murakawatakuya
0
150
多言語カスタマーインタビューの“壁”を越える~PMと生成AIの共創~ 株式会社ジグザグ 松野 亘
watarumatsuno
0
120
Featured
See All Featured
Building a Scalable Design System with Sketch
lauravandoore
462
33k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.4k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
Intergalactic Javascript Robots from Outer Space
tanoku
272
27k
Code Reviewing Like a Champion
maltzj
525
40k
Git: the NoSQL Database
bkeepers
PRO
431
66k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
7
840
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.5k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
188
55k
Optimising Largest Contentful Paint
csswizardry
37
3.4k
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