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
320
getting-started-audio-video-recording-and-editing-for-it-engineers
mazgi
0
420
MLアプリケーション短期開発 / Fast development for ML Web Service on GKE & GCP
mazgi
6
2.9k
Brief description of Docker and XaaS in the AI era
mazgi
0
1.5k
TD Tech Talk 2018: DeNA AI&Analytics Infrastructure
mazgi
1
2.5k
DeNA AI Cloud Infrastructure 2018 Summary
mazgi
1
630
Other Decks in Technology
See All in Technology
AutomatedLabを使って内部ペンテストを勉強しよう! -やられ社内ネットワークの自動構築-
n_etupirka
1
610
Git 研修 Advanced【MIXI 24新卒技術研修】
mixi_engineers
PRO
0
200
CEL(Common Expression Language)で書いた条件にマッチしたIAM Policyを見つける / iam-policy-finder
fujiwara3
0
710
地理情報とAPIのトレンド
nagix
0
160
「我々はどこに向かっているのか」を問い続けるための仕組みづくり / Establishing a System for Continuous Inquiry about where we are
daitasu
0
170
Github Actions 로 Android 팀의 효율성 극대화
hadonghyun
0
160
AWS IAMのアンチパターン/AWSが考える最低権限実現へのアプローチ概略(JAWS-UG朝会#59資料改修20分版)
htan
0
330
データベース研修 DB基礎【MIXI 24新卒技術研修】
mixi_engineers
PRO
0
210
Git 研修 Basic【MIXI 24新卒技術研修】
mixi_engineers
PRO
0
310
Datadog Cloud SIEMを使ってAWS環境の脅威を可視化した話/lifeistech-datadog-cloud-siem
gidajun
0
480
AI研修【MIXI 24新卒技術研修】
mixi_engineers
PRO
0
130
20240724_cm_odyssey_hibiyatech
hiashisan
0
110
Featured
See All Featured
Building Flexible Design Systems
yeseniaperezcruz
323
37k
Teambox: Starting and Learning
jrom
130
8.6k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
360
22k
Writing Fast Ruby
sferik
623
60k
Designing Experiences People Love
moore
136
23k
Designing for humans not robots
tammielis
247
25k
Building Applications with DynamoDB
mza
89
5.8k
Gamification - CAS2011
davidbonilla
78
4.9k
Bootstrapping a Software Product
garrettdimon
PRO
304
110k
Visualization
eitanlees
139
14k
Fireside Chat
paigeccino
25
2.8k
For a Future-Friendly Web
brad_frost
173
9.2k
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