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
若手カンストしたので基盤がんばるぞい
Search
Hiroki (REO) Kashiwazaki
August 27, 2021
Science
0
69
若手カンストしたので基盤がんばるぞい
Hiroki (REO) Kashiwazaki
August 27, 2021
Tweet
Share
More Decks by Hiroki (REO) Kashiwazaki
See All by Hiroki (REO) Kashiwazaki
自律システムの運用を実践する環境 “AS DOJO” の設計
reokashiwa
0
5
Decentralized resource allocation for Beyond 5G era
reokashiwa
0
14
Resource-transparent wide-area distributed computing environment with a functional paradigm in the Beyond 5G era.
reokashiwa
0
11
Resource-transparent wide-area distributed computing environment with a functional paradigm in the Beyond 5G era.
reokashiwa
0
24
Distcloud update 2022Q1~Q2 And Beyond 5G (B5G) update
reokashiwa
0
34
distcloud: distributed virtualization platform
reokashiwa
0
160
Brief discussion of container leveraged cloud
reokashiwa
0
47
DESTCloud now and the future
reokashiwa
1
500
Other Decks in Science
See All in Science
A Guide to Academic Writing Using Generative AI - A Workshop
ks91
PRO
0
130
サイゼミ用因果推論
lw
1
7.5k
2025-06-11-ai_belgium
sofievl
1
150
🌏地球から🌌宇宙まで! 〜ケプラーの法則で繋がる天体の運動〜
syotasasaki593876
1
100
データベース12: 正規化(2/2) - データ従属性に基づく正規化
trycycle
PRO
0
970
AIによる科学の加速: 各領域での革新と共創の未来
masayamoriofficial
0
110
07_浮世満理子_アイディア高等学院学院長_一般社団法人全国心理業連合会代表理事_紹介資料.pdf
sip3ristex
0
600
生成検索エンジン最適化に関する研究の紹介
ynakano
2
1.3k
深層学習を用いた根菜類の個数カウントによる収量推定法の開発
kentaitakura
0
180
04_石井クンツ昌子_お茶の水女子大学理事_副学長_D_I社会実現へ向けて.pdf
sip3ristex
0
610
データマイニング - コミュニティ発見
trycycle
PRO
0
150
データマイニング - ノードの中心性
trycycle
PRO
0
270
Featured
See All Featured
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
27k
Statistics for Hackers
jakevdp
799
220k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
358
30k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
34
6k
Documentation Writing (for coders)
carmenintech
74
5k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.4k
4 Signs Your Business is Dying
shpigford
184
22k
Code Reviewing Like a Champion
maltzj
525
40k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
30
9.7k
How to train your dragon (web standard)
notwaldorf
96
6.2k
The Cult of Friendly URLs
andyhume
79
6.6k
Balancing Empowerment & Direction
lara
3
620
Transcript
Hiroki Kashiwazaki (NII) 27th Aug. 2021 एखΧϯετͨ͠ͷͰ ج൫͕ΜΔ͍ͧ Reaching the
limit to apply for Early-Career Scientists, so I will challenge the Scienti fi c Research.
ಈػ͚ ӡ༻࣭ʹҼΔΠϯηϯςΟϒʹؔ͢ΔݚڀΛߦதɻ ߴ͍ӡ༻࣭ ސ٬͕ཁٻ͢Δੑೳ͕ຬ͢Δ֬ ʹߴ͍ ใुΛ༩͑ɺͦͦ͜͜ͷӡ༻࣭ʹͦͦ͜͜ͷใुΛɻ ճઢΛԽͨ͠Β Խͯ͠దʹӡ༻͞ΕΕ ӡ༻ ্࣭͢ΔɻͲΕ͙Β্͍͢Δͷ͔
ԽճઢҰఆͷ֬Ͱো͕ൃੜ͢Δɻଟॏো͋ Γ͑Δ ྫ4*/&5 ɻ ଟॏো͕ൃੜͯ͠ɺ͕ͳ͍߹͋Δɻ࣏Ո ඒஊʹ͕ͨ͠Δ͚ΕͲɺݸʑͷোಉ͡ॏΈͰධՁ͞ ΕΔͷͰͳ͘ɺൃੜ͢Δ֬ʹԠͯ͡ධՁ͞ΕΔͷͰ ͳ͔Ζ͏͔ɻ
ϨδϦΤϯε ؤڧ͞ɺͶΓͮΑ͞ɻ ো͕ൃੜͯ͠ʮେৎʯɻ ͋Δܥ͕͋Γɺͦͷ্ͰΞϓϦέʔγϣϯ͕ಈ࡞͢Δ࣌ɺ ͋Δܥͷ্Ͱಈ࡞͢ΔΞϓϦέʔγϣϯͷཁٻ༷͕ɺ ҙͷোঢ়ଶʹ͓͍ͯɺຬͨ͞ΕΔ͔Ͳ͏͔ɻ ͢ͳΘͪɺ͋Γͱ͋ΒΏΔΈ߹Θͤͷো͕ൃੜ͢Δ֬ Λ1ͱ͠ɺͦͷ͏ͪͰཁٻ͕ຬͨ͞Εͳ͍֬Λ2 ͋Δ ͍ຬͨ͞ΕΔ֬12
ͱ͢Δͱ͖ɺϨδϦΤϯε3 ͱͯ͠දݱ͞ΕΔͷͰͳ͔Ζ͏͔ ͠ΒΜ͚Ͳ ɻ R = Q P ͋Δ͍ P − Q P
G(V, E) V = {v1, v2, ..., vn } E
= {e1, e2, ..., em } v1 v2 v3 e1 e2 e3 P = {p1, p2, ..., pm } p1 p2 p3 WFSUFY ͷू߹7 ล FEHF ͷू߹& ҙͷลFJ ͷোൃੜ֬QJ ͷू߹1 ఆࣜԽͯ͠ΈΜɻ
&ͷத͔ΒลΛऔΓग़͢Έ߹Θͤͷू߹' F1 = {F1 1 , F1 2 , ...,
F1 mC1 } = {{e1 }, {e2 }, {e3 }} &ͷத͔ΒลΛऔΓग़͢Έ߹Θͤͷू߹' F2 = {F2 1 , F2 2 , ..., F2 mC2 } = {{e1, e2 }, {e1, e3 }, {e2, e3 }} F3 = {F3 1 , F3 2 , ..., F3 mC3 } = {{e1, e2, e3 }} &ͷத͔ΒลΛऔΓग़͢Έ߹Θͤͷू߹' G(V, E) v1 v2 v3 e1 e2 e3 p1 p2 p3 m ลͷ૯
G(V, E) v1 v2 v3 e1 e2 e3 p1 p2
p3 ҰൠԽ͢Δɻ ཁૉNͷू߹&ͷҙͷKݸͷཁૉͷΈ߹Θͤͷू߹' K Fj = {Fj 1 , ..., Fj mCj } ͜͜ͰಥʹɺҙͷลFJΛɺରԠ͢Δোൃੜ֬QJʹ ม͢Δࣸ૾G FJ Λఆٛ͢Δɻ f(ei) = pi ཁૉू߹ʹؚ·ΕΔL൪ͷཁૉΛҎԼͷ௨Γදݱ͢Δɻ ͍ͩ͞ Fj i Fj i [k] m ลͷ૯ j ಉ࣌োൃੜ
Fj i G(V, E) v1 v2 v3 e1 e2 e3
p1 p2 p3 ಉ࣌ൃੜ֬ ཁૉू߹ʹؚ·ΕΔKݸͷลͰো͕ಉ࣌ൃੜ͢Δ֬ Pj i = j f(Fj i [k]) Ώ͑ʹಉ࣌ʹKݸͷลͰো͕ൃੜ͢Δ֬ Ώ͑ʹ͋ΒΏΔো͕ൃੜ͢Δ֬ɺ Pj = mCj i Pj i = mCj i j k f(Fj i [k]) P = m j Pj = m j mCj i j k f(Fj i [k]) m ลͷ૯ j ಉ࣌োൃੜ
ϨδϦΤϯεͷఆٛ ͋ΔΞϓϦέʔγϣϯͷཁٻ༷Λຬͨ͞ͳ͍ಉ࣌K࣍োͷ Έ߹ΘͤΛཁૉͱؚͯ͠Ή෦ू߹4 G(V, E) v1 v2 v3 e1 e2
e3 p1 p2 p3 K Sj = {Sj 1 , ..., Sj σj }(Sj ⊆ Fj) ɺ'ಉ༷ʹಉ࣌ൃੜ֬Λಋ͘͜ͱ͕Ͱ͖Δɻ Q = σj j Sj = m j σj i j k f(Sj i [k]) ͜͜ͰɺϨδϦΤϯεΛҎԼͷΑ͏ʹఆٛ͢Δɻ R = − log Q P ͋ɺ͏ͦɺMPH͍Βͳ͍ͳʜɻ ͏͏ʔΜɺ͔͠͠ʜɻ ͓ؾ࣋ͪΘΔͱࢥ͍·͢ʜɻ m ลͷ૯ j ಉ࣌োൃੜ
͋ΔΞϓϦέʔγϣϯͷཁٻ༷Λຬͨ͞ͳ͍͔Ͳ͏͔ͷ அΛ͢Δʹ͋ͨΓɺҎԼͷ͕͋Δɻ ᶃ શͯͷಉ࣌O࣍োͷΈ߹Θͤ૯ɺลNͷͱ͖ Ͱ͋Γɺࢦؔతʹ૿େ͢ΔɻͦͷશͯͷΈ߹Θͤ Ͱཁٻ༷ͷຬ͔ͨ͢Ͳ͏͔ఆΛߦ͏ඞཁ͕͋Δɻ
ᶄ ཁٻ༷Λຬ͔ͨ͢Ͳ͏͔ͷఆʹཁ͢Δ࣌ؒଟ༷ɻ ؆୯ͳྫ ࿈݁άϥϑఆ m n=1 mCn = 2m − 1
#%%;%% #JOBSZ%FDJTJPO%JBHSBN;FSPTVQQSFTTFECJOBSZ %FDJTJPO%JBHSBN άϥϑΛྻڍࡧҾ͢ΔͨΊͷσʔλ ߏɻ ҙͷ( 7 & ͕༩͑ΒΕͨͱ͖ʹɺ&`Λҙͷ&ͷ෦ू ߹ͱ͢Δͱ͖ɺશͯͷ(
7 &` Λแׅతʹࢉग़͢Δ͜ͱͰɺ ଟ༷ͳ੍݅ʹ͓͚ΔϨδϦΤϯεΛܭࢉ͢Δɻ ͭ·ΓఏҊ͢ΔϨδϦΤϯεͷఆٛʹ߆ΔݶΓʹ͓͍ͯ ᶃͷͲ͏ʹͳΒΜ ͔ɺฒྻܭࢉͳͲͷྗٕ͔͠ ͳͦ͞͏ͳ ͷͰɺᶃºᶄͱ͍͏ঢ়گΛ࡞Γग़͠ɺᶄͷܭ ࢉΛ#%%;%%Ͱݮ͢Δ͜ͱͰɺ݁ՌతʹᶃͷΛ͝ ·͔ͦ͏ͱ͢ΔΞϓϩʔνͰ͋Δ υਖ਼ ɻ
Պݚඅ ج൫# #%%;%%Λ༻͍ͨଟ༷ͳ੍݅ԼͷϨδϦΤϯεධ Ձख๏ͷఏҊͱͦͷԠ༻ ɾݚڀදऀ#%%;%%Λ༻͍ͨϨδϦΤϯεͷධՁख ๏ͷઃܭͱ࣮ɺԠ༻ൣғͷ֦ு യવͱ͍͗ͯ͢͠Δ ͷͰΑΓৄࡉΛ٧ΊΔ ɻ
ྫ .&$ͰΩϟϦΞճઢͭ૿ͨ͠ΒͲΕ͙Β͍Ϩδ ϦΤϯεߴ·Δ අ༻ରޮՌࢉग़Ͱ͖ΔͶϋοϐʔɻ ɾݚڀ୲ऀϨδϦΤϯεΛఆྔతʹධՁͰ͖Δ͜ͱΛ ར༻ͨ͠Ԡ༻ݚڀͷఏҊɺ༗ޮੑͷධՁ ืूத ɻ ໊͙Β͍ूΊΔ͜ͱ͕Ͱ͖Ε ͳγφδʔ͕ ੜ·ΕΔΜ͡Όͳ͍͔ͱ͔ͦ͏͍͏͍ߟ͑ɻ