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
390
getting-started-audio-video-recording-and-editing-for-it-engineers
mazgi
0
560
MLアプリケーション短期開発 / Fast development for ML Web Service on GKE & GCP
mazgi
6
3.1k
Brief description of Docker and XaaS in the AI era
mazgi
0
1.6k
TD Tech Talk 2018: DeNA AI&Analytics Infrastructure
mazgi
1
2.7k
DeNA AI Cloud Infrastructure 2018 Summary
mazgi
1
720
Other Decks in Technology
See All in Technology
【CEDEC2025】現場を理解して実現!ゲーム開発を効率化するWebサービスの開発と、利用促進のための継続的な改善
cygames
PRO
0
370
AIエージェントを支える設計
tkikuchi1002
11
2.3k
【2025 Japan AWS Jr. Champions Ignition】点から線、線から面へ〜僕たちが起こすコラボレーション・ムーブメント〜
amixedcolor
1
100
マルチモーダル基盤モデルに基づく動画と音の解析技術
lycorptech_jp
PRO
2
260
激動の時代、新卒エンジニアはAIツールにどう向き合うか。 [LayerX Bet AI Day Countdown LT Day1 ツールの選択]
tak848
0
610
分散トレーシングによる コネクティッドカーのデータ処理見える化の試み
thatsdone
0
270
AI時代の知識創造 ─GeminiとSECIモデルで読み解く “暗黙知”と創造の境界線
nyagasan
0
160
claude codeでPrompt Engineering
iori0311
0
530
TypeScript 上達の道
ysknsid25
23
4.8k
Wasmで社内ツールを作って配布しよう
askua
0
150
DatabricksのOLTPデータベース『Lakebase』に詳しくなろう!
inoutk
0
160
今日からあなたもGeminiを好きになる
subaruhello
1
650
Featured
See All Featured
Intergalactic Javascript Robots from Outer Space
tanoku
271
27k
Testing 201, or: Great Expectations
jmmastey
43
7.6k
The Language of Interfaces
destraynor
158
25k
Large-scale JavaScript Application Architecture
addyosmani
512
110k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
29
9.6k
Git: the NoSQL Database
bkeepers
PRO
431
65k
Speed Design
sergeychernyshev
32
1k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
33
2.4k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.4k
A Modern Web Designer's Workflow
chriscoyier
695
190k
It's Worth the Effort
3n
185
28k
KATA
mclloyd
30
14k
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