DeNA AI Cloud Infrastructure 2018 Summary

Transcript

1. %F/""*Ϋϥ΢υΠϯϑϥ
   αϚϦʔ
   γεςϜˍσβΠϯຊ෦"*γεςϜ෦
   দ໦लݑ
   
   

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2. લճࢿྉCZ!TPOPUT
   IUUQCMPHMJWFEPPSKQTPOPUTBSDIJWFTIUNM
   

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3. ·ͣ͸͡Ίʹ
   

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4. ࣗݾ঺հ
   wদ໦लݑ
   w%F/""*γεςϜ෦
   w͍ΘΏΔ"*ͷΠϯϑϥఏڙ
   "*3%Ͱ͸ͳ͍ํͷΤϯδχΞ
   w͍ΘΏΔ#JH%BUBج൫ͷ͓ੈ࿩
   ఻౷తʹ෼ੳج൫Λѻ͖ͬͯͨ෦ॺ
   4
   

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5. ΍͍ͬͯΔ͜ͱ
   w"84ͱ($1ʹΑΔ"*ͷͨΊͷػցֶशج൫ͷఏڙ
   wϓϩδΣΫτ୯Ґʹ"84ΞΧ΢ϯτ($1ϓϩδΣΫτ४උ
   w5FSSBGPSNͰΫϥ΢υࣗମͷϓϩϏδϣχϯά
   w,POEBUF *UBNBF
   Ͱ04Ҏ্ϨΠϠʔͷϓϩϏδϣχϯά
   w֤छศརπʔϧͷఏڙ
   wOWJEJBEPDLFSΠϝʔδͷఏڙ
   wηΩϡϦςΟΞοϓσʔτ΍/7*%*"%SJWFSͷߋ৽
   5
   

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6. ͳΜͷͨΊʹ΍Δͷ͔
   w΋ͪΖΜ%F/"ͷ"*ࣄۀΛՃ଎ͤ͞ΔͨΊ
   w۩ମతʹ͸
   "*3%ΤϯδχΞ͕ػցֶशϩδοΫʹूதͰ͖ΔΑ͏ɺ
   Ͱ͖ΔݶΓΠϯϑϥΛҙࣝ͠ͳͯ͘ࡁΉ؀ڥΛɺ
   ඞཁͳλΠϛϯάͰૉૣ͘ఏڙ͢Δɻ
   ͳ͓͔ͭ࠷৽Λҡ࣋͢Δ FH5FTMB7
   ɻ
   6
   

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7. ػցֶशج൫ͷཁ݅
   

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8. ػցֶशج൫ͷཁ݅
   w৽͍͠(16Λඞཁͳ͚ͩ
   "84ͷ৔߹
   ($1ͷ৔߹
   wִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ
   w*OGSBTUSVDUVSFBT$PEFͷపఈ
   wίϯςφԽ
   wϑΝΠϧڞ༗ϓϩδΣΫτؒ࿈ܞ
   8
   

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9. ৽͍͠(16Λඞཁͳ͚ͩ
   w"84
   ࠷৽ͷ1Πϯελϯεʹ͸/7*%*"5FTMB7͕౥ࡌ
   ઌߦධՁ͍͖ͤͯͨͩ͞ݱࡏ΋ଟ਺࢖༻த
   9
   ໊শ (165ZQF (16T W$16T 3". (J#
   Ձ֨ 7JSHJOJB
   Ձ֨ 5PLZP
   
   QYMBSHF
   5FTMB7
   
   QYMBSHF
   QYMBSHF
   QYMBSHF
   5FTMB,
   
   QYMBSHF
   QYMBSHF
   IUUQTBXTBNB[PODPNKQFDQSJDJOHPOEFNBOE
   ˞࣌఺
   

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10. ઌߦݕূ1PTF&TUJNBUJPOPO"NB[PO&$1
    IUUQTFOHJOFFSEFOBKQBNB[POFDQQPTFFTUJNBUJPOIUNM
    

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11. ৽͍͠(16Λඞཁͳ͚ͩ
    w($1ͷ৔߹
    ݱࡏͷεςʔλε
    w5FTMB1#FUB 5FTMB,("
    /PUFΛΑ͘ಡΜͰ࢖༻
    11
    IUUQTDMPVEHPPHMFDPNHQV IMFO
    (16Ϟσϧϩέʔγϣϯ Ձ֨
    /7*%*"5FTMB164
    /7*%*"5FTMB1&6301&"4*"
    /7*%*"5FTMB,64
    /7*%*"5FTMB,&6301&"4*"
    IUUQTDMPVEHPPHMFDPNDPNQVUFEPDTHQVT IMFO
    ˞࣌఺
    

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12. ִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ
    wϓϩδΣΫτ͝ͱʹ"84ΞΧ΢ϯτ($1ϓϩδΣΫτΛ෼཭
    ϓϩδΣΫτཁ݅ηΩϡϦςΟཁ݅
    ্هΛՃຯͯ͠"84PS($1ͷબఆ
    ࣍ϖʔδʹਤͰࣔ͠·͢
    wઐ༻ͷػցֶशج൫ΛिؒЋͰ"*3%ΤϯδχΞʹఏڙ
    ࣾ಺ؔ࿈෦ॺͷ͝ڠྗ
    *OGSBTUSVDUVSFBT$PEFͰఆܕԽ
    12
    

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13. AI System Dept. Cloud Infra Team
    Y Project
    AI
    Cloud
    App
    X Project
    AI
    Cloud
    App
    Z Project
    AI
    Cloud
    App
    Teaser
    App Dev Analyst
    AI R&D
    AI Infra
    App Dev App Dev Analyst
    AI R&D
    AI R&D
    Infra as Code
    BQQMZ
    IUUQTXXXUFSSBGPSNJP
    IUUQTHJUIVCDPNJUBNBFLJUDIFOJUBNBFMPHPT
    IUUQTHJUIVCDPNMPHPT
    IUUQTBXTBNB[PODPNBSDIJUFDUVSFJDPOT
    IUUQTDMPVEHPPHMFDPNJDPOT
    

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14. ִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ
    wػցֶशج൫ఏڙͷྲྀΕ
    ϓϩδΣΫτൃ଍
    "84ΞΧ΢ϯτ($1ϓϩδΣΫτࣾ಺ਃ੥
    PQUJPOBM
    ಛघͳηΩϡϦςΟཁ݅͸ࣾ಺$&35ʹ૬ஊ
    ࣾ಺ωοτϫʔΫ઀ଓ FH(JU)VC&
    ͷ֤छࣾ಺ਃ੥
    ⚙ϓϩϏδϣχϯά5FSSBGPSN,POEBUF *UBNBF
    
    ✅"*3%ΤϯδχΞʹఏڙ
    14
    

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15. *OGSBTUSVDUVSFBT$PEFͷపఈ
    w*OGSBTUSVDUVSFBT$PEFΛపఈ͠खΦϖΛՄೳͳݶΓഉআ
    Ϋϥ΢υશମ5FSSBGPSN
    w71$($&/FUXPSLT 4($4 FUD
    04Ҏ্,POEBUF *UBNBF
    
    w*UBNBF3VCZ੡ܰྔϓϩϏδϣχϯάπʔϧ
    IUUQTHJUIVCDPNJUBNBFLJUDIFOJUBNBF
    w,POEBUF*UBNBFʹ3PMFͷ֓೦Λ௥Ճ
    IUUQTHJUIVCDPNTPOPUTLPOEBUF
    15
    

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16. *OGSBTUSVDUVSFBT$PEFͷపఈ
    w$PEF͸(JU)VC&Ͱ؅ཧ
    ਺े΄ͲͷϓϩδΣΫτΛݖݶ෼͚ͯ؅ཧ
    "*3%ΤϯδχΞ͔Βͷ1VMM3FRVFTU΋ड͚෇͚
    wݱࡏͷओཁίϯϙʔωϯτ
    6CVOUVPS
    $6%"PS
    OWJEJBEPDLFS
    16
    

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17. ίϯςφԽ
    wOWJEJBEPDLFSʹΑΔίϯςφԽਪਐத
    wڞ௨ίϯϙʔωϯτೖΓͷ%PDLFSΠϝʔδΛఏڙ
    $IBJOFS$IBJOFS./
    0QFO$7
    w"*3%ΤϯδχΞ͕%PDLFSΠϝʔδΛڞ༗
    "84&$3
    ($1($3
    17
    

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18. ϑΝΠϧڞ༗ϓϩδΣΫτؒ࿈ܞ
    wϑΝΠϧڞ༗
    &'4࢖༻ "84ͷ/7JSHJOJB 0SFHPO౳
    
    wϓϩδΣΫτؒ࿈ܞ
    4($4Λ࢖༻
    ΞϓϦέʔγϣϯଆͷΫϥ΢υ؀ڥͱ࿈ܞ౳
    18
    

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19. ػցֶशج൫ͷ͜Ε͔Β
    

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20. ػցֶशج൫ͷ͜Ε͔Β
    wػցֶशج൫ར༻ऀʹΑΔΧελϚΠζ
    wηΩϡϦςΟΞοϓσʔτ
    w΋ͬͱ"""
    20
    

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21. ػցֶशج൫ར༻ऀʹΑΔΧελϚΠζ
    wػցֶशج൫ར༻ऀ㲈"*3%ΤϯδχΞ
    wྫ͑͹$IBJOFSͷ)&"%Λ࢖͍͍ͨ
    ΋ͪΖΜΠϝʔδΛ࡞੒ͯ͠΋Βͬͯ࢖͏͜ͱ͸Ͱ͖Δ
    ͔͠͠Πϝʔδ͕૿͑Δͱ՝୊΋૿͑Δ
    wFHޙड़ͷηΩϡϦςΟΞοϓσʔτίετ
    ίϯςφͰଟ͘͸ղܾͰ͖Δ͕
    21
    

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22. ηΩϡϦςΟΞοϓσʔτ
    wػցֶशج൫ར༻ऀͷརศੑͱηΩϡϦςΟͷཱ྆
    Πϝʔδ͕૿͑ΔͱରԠίετ΋૿͑Δ
    Πϯελϯε͕૿͑ΔͱରԠίετ΋૿͑Δ
    ػցֶशͷॲཧ͸͕͔͔࣌ؒΔ
    ύονͷద༻λΠϛϯά΍࠶ىಈλΠϛϯάͷ໰୊
    22
    

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23. ΋ͬͱ"""
    wೝূ "VUIFOUJDBUJPO
    
    ೝূ͸͍ͯ͠Δ͕ϓϩδΣΫτ૿ՃʹΑΓ൥ࡶʹͳ͖ͬͯͨ
    wೝՄ "VUIPSJ[BUJPO
    
    ϓϩδΣΫτͱϩʔϧɺཁ͕݅૿͑ෳࡶʹͳ͖ͬͯͨ
    w"DDPVOUJOH
    ˞ࣾ಺ͳͷͰ՝ۚ͢ΔΘ͚Ͱ͸ͳ͍
    ϩά͸ऩू͍ͯ͠Δ
    ୭͕ԿΛͲͷ͘Β͍࢖͍ͬͯΔ͔ͷՄࢹԽ
    23
    

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24. ·ͱΊ
    w,FFQ"84($1ʹΑΔػցֶशج൫Λߏஙӡ༻͍ͯ͠·͢ɻ
    w,FFQ*OGSBBT$PEF͕ࠜ෇͖ϓϩδΣΫτ૿ʹରԠͰ͖ͨɻ
    w,FFQϓϩδΣΫτൃ଍͔Β୹ظؒͰΠϯϑϥఏڙͰ͖͍ͯΔɻ
    w1SPCMFNηΩϡϦςΟΞοϓσʔτ౳ϝϯςίετ΋૿͑ͨɻ
    w1SPCMFNཁ݅ͷଟछଟ༷ԽͰΧελϚΠζͷ࢓૊Έ͕ඞཁʹɻ
    w5SZҾ͖ଓ͖΍͍͖ͬͯ·͢
    24
    

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