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 Infra...
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
350
getting-started-audio-video-recording-and-editing-for-it-engineers
mazgi
0
490
MLアプリケーション短期開発 / Fast development for ML Web Service on GKE & GCP
mazgi
6
3k
Brief description of Docker and XaaS in the AI era
mazgi
0
1.6k
TD Tech Talk 2018: DeNA AI&Analytics Infrastructure
mazgi
1
2.6k
DeNA AI Cloud Infrastructure 2018 Summary
mazgi
1
680
Other Decks in Technology
See All in Technology
日本版とグローバル版のモバイルアプリ統合の開発の裏側と今後の展望
miichan
1
130
サービスでLLMを採用したばっかりに振り回され続けたこの一年のあれやこれや
segavvy
2
380
Oracle Cloudの生成AIサービスって実際どこまで使えるの? エンジニア目線で試してみた
minorun365
PRO
4
280
DevOps視点でAWS re:invent2024の新サービス・アプデを振り返ってみた
oshanqq
0
180
UI State設計とテスト方針
rmakiyama
2
390
生成AIのガバナンスの全体像と現実解
fnifni
1
180
アップデート紹介:AWS Data Transfer Terminal
stknohg
PRO
0
180
AWS re:Invent 2024 ふりかえり
kongmingstrap
0
130
新機能VPCリソースエンドポイント機能検証から得られた考察
duelist2020jp
0
210
.NET 9 のパフォーマンス改善
nenonaninu
0
690
Storage Browser for Amazon S3
miu_crescent
1
130
Jetpack Composeで始めるServer Cache State
ogaclejapan
2
160
Featured
See All Featured
The Cost Of JavaScript in 2023
addyosmani
45
7k
Large-scale JavaScript Application Architecture
addyosmani
510
110k
A better future with KSS
kneath
238
17k
Building Flexible Design Systems
yeseniaperezcruz
327
38k
VelocityConf: Rendering Performance Case Studies
addyosmani
326
24k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
17
2.3k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
280
13k
Bash Introduction
62gerente
608
210k
GraphQLとの向き合い方2022年版
quramy
44
13k
Rebuilding a faster, lazier Slack
samanthasiow
79
8.7k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
111
49k
Typedesign – Prime Four
hannesfritz
40
2.4k
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