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
HashiCorp Products on DeNA AI & Analytics Infrastructure
Search
Hidenori Matsuki
September 11, 2018
Technology
1
12k
HashiCorp Products on DeNA AI & Analytics Infrastructure
https://hashicorp.connpass.com/event/98386/
Hidenori Matsuki
September 11, 2018
Tweet
Share
More Decks by Hidenori Matsuki
See All by Hidenori Matsuki
つらい時にアゲる机
mazgi
1
310
getting-started-audio-video-recording-and-editing-for-it-engineers
mazgi
0
380
MLアプリケーション短期開発 / Fast development for ML Web Service on GKE & GCP
mazgi
6
2.8k
Brief description of Docker and XaaS in the AI era
mazgi
0
1.5k
TD Tech Talk 2018: DeNA AI&Analytics Infrastructure
mazgi
1
2.4k
DeNA AI Cloud Infrastructure 2018 Summary
mazgi
1
600
Other Decks in Technology
See All in Technology
エンジニアブランディングチームの KPI / KPI's of engineer branding team
chaspy
1
140
8週連続ウェビナー_イチから学ぶFivetran
cmsuzu
0
170
AWS アーキテクチャクイズ
yuu26
2
700
中央集権体制からDataOpsへの転換 / centralized-to-dataops-transformation
pei0804
7
1.5k
XRミーティング 2024-03-20
1ftseabass
PRO
0
100
Tohoku.Tech #1 「Cursorを使ったRaspberry Piの開発」by ねこまた
jun2882
0
250
10分でわかるfreeeのQA
freee
0
260
マイクロサービス環境におけるDB戦略 in DMMプラットフォーム
pospome
11
3k
KubeCon EU 2024 : Knative Maintainers Session
salaboy
0
370
Introduction to Jetpack Compose
pohjus
1
110
Cloud Friendly(?) Jenkins. How we failed to make Jenkins cloud native and what we learned?
onenashev
PRO
0
110
データマネジメントを支える武器としてのメタデータ管理
10xinc
2
810
Featured
See All Featured
Code Reviewing Like a Champion
maltzj
512
39k
It's Worth the Effort
3n
180
27k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
226
16k
The Cost Of JavaScript in 2023
addyosmani
13
3.7k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
58
14k
Optimizing for Happiness
mojombo
369
69k
Side Projects
sachag
451
41k
Building a Modern Day E-commerce SEO Strategy
aleyda
15
6.3k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
219
21k
How GitHub (no longer) Works
holman
301
140k
Web Components: a chance to create the future
zenorocha
304
41k
ParisWeb 2013: Learning to Love: Crash Course in Emotional UX Design
dotmariusz
101
6.6k
Transcript
© DeNA Co., Ltd. Sep 11, 2018 HashiCorp Meetup at
DeNA Hidenori MATSUKI AI System Division DeNA Co., Ltd. "*ੳج൫Ͱ׆༂ʂ )BTIJ$PSQ 1SPEVDUT © DeNA Co., Ltd.
ɹɹɹɹɹɹɹɹɹɹɹɹɹ© DeNA Co., Ltd. ࣗݾհ দ लݑ DeNA γεςϜຊ෦ AIγεςϜ෦
AI&ੳج൫Λ୲ [ུྺ] ΤϯλʔϓϥΠζ։ൃΛܦݧޙɺΑΓར༻ऀʹۙ ͍αʔϏεʹܞΘΔͨΊɺεϚʔτϑΥϯήʔϜ ͷόοΫΤϯυ։ൃʹैࣄɻ ͦͷޙେنࢄج൫ͷߏஙӡ༻ܦݧͱελʔτ ΞοϓͰͷ։ൃϚωδϝϯτܦݧΛܦͯDeNAʹ ೖࣾɻ AI&ੳج൫ͷߏஙͱϚωδϝϯτΛߦ͏ɻ 2
ɹɹɹɹɹɹɹɹɹɹɹɹɹ© DeNA Co., Ltd. Agenda ࣗݾհ DeNAͱAIγεςϜ෦ͷ͝հ ⁃ AIγεςϜ෦ͷׂʢAIฤʣ ⁃
AIγεςϜ෦ͷׂʢੳฤʣ AIΠϯϑϥͷ՝ ⁃ TerraformʹΑΔղܾ ⁃ PackerʹΑΔղܾʢҊʣ ੳΠϯϑϥͷ՝ ⁃ VagrantʹΑΔղܾ 3
© DeNA Co., Ltd. DeNAͱAIγεςϜ෦ͷ͝հ 4
Game Automotive EC Sports New! Entertainment Social Live Health care
© DeNA Co., Ltd. ࣄۀϙʔτϑΥϦΦ 5 • ଟछଟ༷ͳࣄۀྖҬͰϏδωεɾαʔϏεల։ • ύʔτφʔاۀͱڞʹࣾձӨڹͷେ͖ͳαʔϏεΛग़ • େنΠϯλʔωοταʔϏεϓϥοτϑΥʔϜͷߏஙɾӡ༻ྗ
© DeNA Co., Ltd. DeNAͰͷσʔλ׆༻ 6 AI Service Data ࠷৽ݚڀΛϕʔεʹݚڀ։ൃ
AIΛ׆༻ͨ͠৽ͨͳՁ͋Δ αʔϏεઃܭɾ࣮ αʔϏεɾσʔλͷαΠΫϧ͔Β ੜ·ΕΔڧݻͳϏδωεߏ
© DeNA Co., Ltd. AIγεςϜ෦ͷׂʢAIฤʣ 7 DeNA Customers Game Analyst
AIγεςϜ෦ AI&ੳج൫ ITPF CERT AIݚڀ։ൃΤϯδχΞ͕༰қʹࣗ༝ʹ։ൃͰ͖ΔΠϯϑϥΛߏஙӡ༻͢Δ Sports Analyst (other) Analyst AIݚڀ։ൃ (other)
© DeNA Co., Ltd. AIγεςϜ෦ͷׂʢੳฤʣ 8 DeNA Customers Game Analyst
AIγεςϜ෦ AI&ੳج൫ ITPF CERT ΞφϦετ͕༰қʹࣗ༝ʹੳͰ͖ΔΠϯϑϥΛߏஙӡ༻͢Δ Sports Analyst (other) Analyst AIݚڀ։ൃ (other)
ɹɹɹɹɹɹɹɹɹɹɹɹɹ© DeNA Co., Ltd. Agenda ࣗݾհ DeNAͱAIγεςϜ෦ͷ͝հ ⁃ AIγεςϜ෦ͷׂʢAIฤʣ ⁃
AIγεςϜ෦ͷׂʢੳฤʣ AIΠϯϑϥͷ՝ ⁃ TerraformʹΑΔղܾ ⁃ PackerʹΑΔղܾʢҊʣ ੳΠϯϑϥͷ՝ ⁃ VagrantʹΑΔղܾ 9
© DeNA Co., Ltd. AIΠϯϑϥͷ՝ 10
© DeNA Co., Ltd. ՝ͱTerraformʹΑΔղܾ 11 AWS/GCP্ʹ GPUΛ׆༻ͨ͠ ػցֶशΠϯϑϥΛ Infra
as CodeͰૉૣ͘ߏஙʂ
© DeNA Co., Ltd. PackerʹΑΔղܾʢҊʣ 12 Google Container Registry Amazon
ElasAc Container Registry AWSECRͰɺGCPGCRͰ ಉͷDockerΠϝʔδΛ͍͍ͨ h"ps://github.com/mazgi/docker-ml/blob/326189d5be224b52c58ff2000da0f7a14b48e43f/packer.json#L30-L58
© DeNA Co., Ltd. ੳΠϯϑϥͷ՝ 13
© DeNA Co., Ltd. ੳΠϯϑϥͷಛ 14 ੳج൫ Log Gateway Hadoop
Argus Dashboard Medjed +Embulk HP VerAca Hue Jenkins & WorkstaAon Services Analyst Log DB Snapshot Web UI Web UI & SSH Query Query Google BigQuery ”ॏྔڃ”ϛυϧΣΞΛ׆༻ͯ͠ ҆ఆͨ͠ੳڥΛఏڙ
ੳج൫ʢDevʣ ੳج൫ʢDevʣ © DeNA Co., Ltd. VagrantʹΑΔղܾͱ՝ 15 ੳج൫ʢຊ൪ʣ Hadoop
Jenkins & WorkstaAon ੳج൫ͷݕূେมɺͦ͜ͰVagrantʂɾɾɾͰͬͺΓେม
© DeNA Co., Ltd. ͍͞͝ʹ 16 ࠓ͝དྷ͋Γ͕ͱ͏͍͟͝·͢ʂ Ұॹʹָ͠Έ·͠ΐ͏̇