DeNA AI Cloud Infrastructure 2018 Summary

Transcript

1. %F/"
   "*Ϋϥ΢υΠϯϑϥ
   
   αϚϦʔ γεςϜˍσβΠϯຊ෦
   "*γεςϜ෦ দ໦
   लݑ 
2. લճࢿྉ
   CZ
   !TPOPUT IUUQCMPHMJWFEPPSKQTPOPUTBSDIJWFTIUNM
3. ·ͣ͸͡Ίʹ
4. ࣗݾ঺հ wদ໦लݑ
   w%F/"
   "*γεςϜ෦
   w͍ΘΏΔ"*ͷΠϯϑϥఏڙ
   "*
   3%Ͱ͸ͳ͍ํͷΤϯδχΞ
   w͍ΘΏΔ#JH%BUBج൫ͷ͓ੈ࿩
   ఻౷తʹ෼ੳج൫Λѻ͖ͬͯͨ෦ॺ 4
5. ΍͍ͬͯΔ͜ͱ w"84ͱ($1ʹΑΔ"*ͷͨΊͷػցֶशج൫ͷఏڙ
   wϓϩδΣΫτ୯Ґʹ"84ΞΧ΢ϯτ($1ϓϩδΣΫτ४උ
   w5FSSBGPSNͰΫϥ΢υࣗମͷϓϩϏδϣχϯά
   w,POEBUF
   
   *UBNBF
   
   Ͱ04Ҏ্ϨΠϠʔͷϓϩϏδϣχϯά
   w֤छศརπʔϧͷఏڙ
   wOWJEJBEPDLFSΠϝʔδͷఏڙ
   wηΩϡϦςΟΞοϓσʔτ΍/7*%*"
   %SJWFSͷߋ৽ 5
6. ͳΜͷͨΊʹ΍Δͷ͔ w΋ͪΖΜ%F/"ͷ"*ࣄۀΛՃ଎ͤ͞ΔͨΊ
   w۩ମతʹ͸
   "*
   3%ΤϯδχΞ͕ػցֶशϩδοΫʹूதͰ͖ΔΑ͏ɺ
   Ͱ͖ΔݶΓΠϯϑϥΛҙࣝ͠ͳͯ͘ࡁΉ؀ڥΛɺ
   ඞཁͳλΠϛϯάͰૉૣ͘ఏڙ͢Δɻ
   ͳ͓͔ͭ࠷৽Λҡ࣋͢Δ
   
   FH
   5FTMB
   7
   ɻ 6
7. ػցֶशج൫ͷཁ݅
8. ػցֶशج൫ͷཁ݅ w৽͍͠(16Λඞཁͳ͚ͩ
   "84ͷ৔߹
   ($1ͷ৔߹
   wִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ
   w*OGSBTUSVDUVSF
   BT
   $PEFͷపఈ
   wίϯςφԽ
   wϑΝΠϧڞ༗ϓϩδΣΫτؒ࿈ܞ 8
9. ৽͍͠(16Λඞཁͳ͚ͩ w"84
   ࠷৽ͷ1Πϯελϯεʹ͸/7*%*"
   5FTMB
   7͕౥ࡌ
   ઌߦධՁ͍͖ͤͯͨͩ͞ݱࡏ΋ଟ਺࢖༻த 9 ໊শ (16
   5ZQF (16T W$16T 3". (J# Ձ֨ 7JSHJOJB Ձ֨ 5PLZP QYMBSHF 5FTMB
   7      QYMBSHF      QYMBSHF      QYMBSHF 5FTMB
   ,      QYMBSHF      QYMBSHF      IUUQTBXTBNB[PODPNKQFDQSJDJOHPOEFNBOE ˞
   
   ࣌఺
10. ઌߦݕূ
    1PTF
    &TUJNBUJPO
    PO
    "NB[PO
    &$
    1 IUUQTFOHJOFFSEFOBKQBNB[POFDQQPTFFTUJNBUJPOIUNM
11. ৽͍͠(16Λඞཁͳ͚ͩ w($1ͷ৔߹
    ݱࡏͷεςʔλε
    w5FTMB
    1
    
    #FUB
    5FTMB
    ,
    
    ("
    /PUFΛΑ͘ಡΜͰ࢖༻ 11 IUUQTDMPVEHPPHMFDPNHQV IMFO (16Ϟσϧ
    
    ϩέʔγϣϯ Ձ֨ /7*%*"
    5FTMB
    1
    
    64  /7*%*"
    5FTMB
    1
    
    &6301&"4*"  /7*%*"
    5FTMB
    ,
    
    64  /7*%*"
    5FTMB
    ,
    
    &6301&"4*"  IUUQTDMPVEHPPHMFDPNDPNQVUFEPDTHQVT IMFO ˞
    
    ࣌఺
12. ִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ wϓϩδΣΫτ͝ͱʹ"84ΞΧ΢ϯτ($1ϓϩδΣΫτΛ෼཭
    ϓϩδΣΫτཁ݅
    
    ηΩϡϦςΟཁ݅
    ্هΛՃຯͯ͠"84
    PS
    ($1ͷબఆ
    ࣍ϖʔδʹਤͰࣔ͠·͢
    wઐ༻ͷػցֶशج൫Λिؒ ЋͰ"*
    3%ΤϯδχΞʹఏڙ
    ࣾ಺ؔ࿈෦ॺͷ͝ڠྗ
    *OGSBTUSVDUVSF
    BT
    $PEFͰఆܕԽ 12
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
14. ִ཭͞Εͨ؀ڥΛඞཁͳͱ͖ʹ wػցֶशج൫ఏڙͷྲྀΕ
    
    ϓϩδΣΫτൃ଍
    
    "84ΞΧ΢ϯτ($1ϓϩδΣΫτࣾ಺ਃ੥
    
    
    PQUJPOBM
    
    ಛघͳηΩϡϦςΟཁ݅͸ࣾ಺$&35ʹ૬ஊ
    
    ࣾ಺ωοτϫʔΫ઀ଓ
    
    FH
    (JU)VC&
    
    ͷ֤छࣾ಺ਃ੥
     ⚙
    ϓϩϏδϣχϯά
    5FSSBGPSN
    
    ,POEBUF
    
    *UBNBF
    
     ✅
    "*
    3%ΤϯδχΞʹఏڙ 14
15. *OGSBTUSVDUVSF
    BT
    $PEFͷపఈ w*OGSBTUSVDUVSF
    BT
    $PEFΛపఈ͠खΦϖΛՄೳͳݶΓഉআ
    Ϋϥ΢υશମ
    5FSSBGPSN
    w71$($&
    /FUXPSLT
    4($4
    FUD
    04Ҏ্
    ,POEBUF *UBNBF
    w*UBNBF
    
    3VCZ੡ܰྔϓϩϏδϣχϯάπʔϧ
     IUUQTHJUIVCDPNJUBNBFLJUDIFOJUBNBF
    w,POEBUF
    
    *UBNBFʹ3PMFͷ֓೦Λ௥Ճ
     IUUQTHJUIVCDPNTPOPUTLPOEBUF 15
16. *OGSBTUSVDUVSF
    BT
    $PEFͷపఈ w$PEF͸(JU)VC&Ͱ؅ཧ
    ਺े΄ͲͷϓϩδΣΫτΛݖݶ෼͚ͯ؅ཧ
    "*
    3%ΤϯδχΞ͔Βͷ1VMM
    3FRVFTU΋ड͚෇͚
    wݱࡏͷओཁίϯϙʔωϯτ
    6CVOUV
    
    PS
    
    $6%"
    
    PS
    
    OWJEJBEPDLFS 16
17. ίϯςφԽ wOWJEJBEPDLFSʹΑΔίϯςφԽਪਐத
    wڞ௨ίϯϙʔωϯτೖΓͷ%PDLFSΠϝʔδΛఏڙ
    $IBJOFS$IBJOFS./
    0QFO$7
    w"*
    3%ΤϯδχΞ͕%PDLFSΠϝʔδΛڞ༗
    "84
    
    &$3
    ($1
    
    ($3 17
18. ϑΝΠϧڞ༗ϓϩδΣΫτؒ࿈ܞ wϑΝΠϧڞ༗
    &'4࢖༻
    
    "84ͷ/
    7JSHJOJB
    0SFHPO౳
    
    wϓϩδΣΫτؒ࿈ܞ
    4($4Λ࢖༻
    ΞϓϦέʔγϣϯଆͷΫϥ΢υ؀ڥͱ࿈ܞ౳ 18
19. ػցֶशج൫ͷ͜Ε͔Β
20. ػցֶशج൫ͷ͜Ε͔Β wػցֶशج൫ར༻ऀʹΑΔΧελϚΠζ
    wηΩϡϦςΟΞοϓσʔτ
    w΋ͬͱ""" 20
21. ػցֶशج൫ར༻ऀʹΑΔΧελϚΠζ wػցֶशج൫ར༻ऀ
    㲈
    "*
    3%ΤϯδχΞ
    wྫ͑͹
    $IBJOFSͷ)&"%Λ࢖͍͍ͨ
    ΋ͪΖΜΠϝʔδΛ࡞੒ͯ͠΋Βͬͯ࢖͏͜ͱ͸Ͱ͖Δ
    ͔͠͠Πϝʔδ͕૿͑Δͱ՝୊΋૿͑Δ
    wFH
    ޙड़ͷηΩϡϦςΟΞοϓσʔτίετ
    ίϯςφͰଟ͘͸ղܾͰ͖Δ͕ 21
22. ηΩϡϦςΟΞοϓσʔτ wػցֶशج൫ར༻ऀͷརศੑͱηΩϡϦςΟͷཱ྆
    Πϝʔδ͕૿͑ΔͱରԠίετ΋૿͑Δ
    Πϯελϯε͕૿͑ΔͱରԠίετ΋૿͑Δ
    ػցֶशͷॲཧ͸͕͔͔࣌ؒΔ
    ύονͷద༻λΠϛϯά΍࠶ىಈλΠϛϯάͷ໰୊ 22
23. ΋ͬͱ""" wೝূ "VUIFOUJDBUJPO
     ೝূ͸͍ͯ͠Δ͕ϓϩδΣΫτ૿ՃʹΑΓ൥ࡶʹͳ͖ͬͯͨ
    wೝՄ "VUIPSJ[BUJPO
     ϓϩδΣΫτͱϩʔϧɺཁ͕݅૿͑ෳࡶʹͳ͖ͬͯͨ
    w"DDPVOUJOH
     ˞ࣾ಺ͳͷͰ՝ۚ͢ΔΘ͚Ͱ͸ͳ͍
     ϩά͸ऩू͍ͯ͠Δ
     ୭͕ԿΛͲͷ͘Β͍࢖͍ͬͯΔ͔ͷՄࢹԽ 23
24. ·ͱΊ w,FFQ
    "84($1ʹΑΔػցֶशج൫Λߏஙӡ༻͍ͯ͠·͢ɻ
    w,FFQ
    *OGSB
    BT
    $PEF͕ࠜ෇͖ϓϩδΣΫτ૿ʹରԠͰ͖ͨɻ
    w,FFQ
    ϓϩδΣΫτൃ଍͔Β୹ظؒͰΠϯϑϥఏڙͰ͖͍ͯΔɻ
    w1SPCMFN
    ηΩϡϦςΟΞοϓσʔτ౳ϝϯςίετ΋૿͑ͨɻ
    w1SPCMFN
    ཁ݅ͷଟछଟ༷ԽͰΧελϚΠζͷ࢓૊Έ͕ඞཁʹɻ
    w5SZ
    Ҿ͖ଓ͖΍͍͖ͬͯ·͢
    24