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HashiCorp Products on DeNA AI & Analytics Infra...
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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
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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