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
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Hiroyuki Inoue
June 15, 2013
Research
3
330
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
700
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
75
Pechakucha of Electrical Towers
inohiro
2
73
Introduction of '3dcg-arts.net'
inohiro
0
360
Other Decks in Research
See All in Research
データサイエンティストをめぐる環境の違い2025年版〈一般ビジネスパーソン調査の国際比較〉
datascientistsociety
PRO
0
950
LLM-jp-3 and beyond: Training Large Language Models
odashi
1
780
Ankylosing Spondylitis
ankh2054
0
150
COFFEE-Japan PROJECT Impact Report(海ノ向こうコーヒー)
ontheslope
0
1k
20年前に50代だった人たちの今
hysmrk
0
170
製造業主導型経済からサービス経済化における中間層形成メカニズムのパラダイムシフト
yamotty
0
510
姫路市 -都市OSの「再実装」-
hopin
0
1.7k
SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing
satai
3
640
量子コンピュータの紹介
oqtopus
0
240
Self-Hosted WebAssembly Runtime for Runtime-Neutral Checkpoint/Restore in Edge–Cloud Continuum
chikuwait
0
400
第66回コンピュータビジョン勉強会@関東 Epona: Autoregressive Diffusion World Model for Autonomous Driving
kentosasaki
0
490
【SIGGRAPH Asia 2025】Lo-Fi Photograph with Lo-Fi Communication
toremolo72
0
130
Featured
See All Featured
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
soudai
PRO
63
51k
Visualization
eitanlees
150
17k
How GitHub (no longer) Works
holman
316
140k
Odyssey Design
rkendrick25
PRO
2
550
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
1
1.9k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
34
2.7k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.1k
HDC tutorial
michielstock
1
550
WENDY [Excerpt]
tessaabrams
9
36k
sira's awesome portfolio website redesign presentation
elsirapls
0
190
Claude Code のすすめ
schroneko
67
220k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
250
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