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
280
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
570
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
51
Pechakucha of Electrical Towers
inohiro
2
56
Introduction of '3dcg-arts.net'
inohiro
0
310
Other Decks in Research
See All in Research
Neural Fieldの紹介
nnchiba
1
420
Human-Informed Machine Learning Models and Interactions
hiromu1996
2
530
第 2 部 11 章「大規模言語モデルの研究開発から実運用に向けて」に向けて / MLOps Book Chapter 11
upura
0
440
論文紹介: COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon (SIGMOD 2024)
ynakano
1
210
熊本から日本の都市交通政策を立て直す~「車1割削減、渋滞半減、公共交通2倍」の実現へ~@公共交通マーケティング研究会リスタートセミナー
trafficbrain
0
180
Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve
eumesy
PRO
7
1.2k
2024/10/30 産総研AIセミナー発表資料
keisuke198619
1
380
FOSS4G 山陰 Meetup 2024@砂丘 はじめの挨拶
wata909
1
120
文献紹介:A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications
a1da4
1
240
ダイナミックプライシング とその実例
skmr2348
3
480
打率7割を実現する、プロダクトディスカバリーの7つの極意(pmconf2024)
geshi0820
0
130
研究の進め方 ランダムネスとの付き合い方について
joisino
PRO
56
20k
Featured
See All Featured
Statistics for Hackers
jakevdp
796
220k
Fontdeck: Realign not Redesign
paulrobertlloyd
82
5.3k
The Cult of Friendly URLs
andyhume
78
6.1k
Stop Working from a Prison Cell
hatefulcrawdad
267
20k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
356
29k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
48
2.2k
Site-Speed That Sticks
csswizardry
2
190
Git: the NoSQL Database
bkeepers
PRO
427
64k
Become a Pro
speakerdeck
PRO
26
5k
VelocityConf: Rendering Performance Case Studies
addyosmani
326
24k
Side Projects
sachag
452
42k
A Tale of Four Properties
chriscoyier
157
23k
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