サーバレスアーキテクチャのパフォーマンスチューニング

JAWS Festa 東海道 2016 の登壇資料です。

こちらもご参照ください → https://gs2.io/

Transcript

1. αʔόϨεΞʔΩςΫνϟͷ
   ύϑΥʔϚϯενϡʔχϯά
   +"84 'FTUB ౦ւಓ
   
   (BNF4FSWFS4FSWJDFTגࣜձࣾ
   ୅දऔక໾ࣾ௕$&0୮Ӌ Ұஐ
   

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2. ࣗݾ঺հ
   (BNF4FSWFS4FSWJDFTגࣜձࣾ
   ೥݄೔૑ۀ
   ୅දऔక໾ࣾ௕$&0୮Ӌ ҰஐʢʹΘ ͔ͣͱ΋ʣ
   ೥ גࣜձࣾηΨೖࣾ
   ܞଳి࿩޲͚ήʔϜɾαʔό։ൃʹैࣄ
   ೥ ೚ఱಊגࣜձࣾೖࣾ
   ϙέϞϯɾϚϦΦΧʔτΛ͸͡Ίͱͨ͠
   ήʔϜαʔό։ൃɾӡ༻ʹैࣄ
   

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3. Game Server Services(GS2) とは
   εϚϗήʔϜ΍ϒϥ΢βήʔϜͷඞཁͱ͢Δػೳͷ͏ͪɺ
   • ϚονϝΠΩϯά
   • ϥϯΩϯά
   • ϝʔϧϘοΫεʢϓϨθϯτϘοΫεʣ
   • ελϛφ؅ཧ
   ͱ͍ͬͨɺΑ͋͘ΔػೳΛ .JDSP4FSWJDFTԽ͠ɺ
   4FSWFSMFTTͰઃܭɾ࣮૷͠ɺҰ࣌ؒ਺ԁʙͰར༻Ͱ͖Δͱ
   ͍͏"84ͷΑ͏ͳαʔϏεͰ͢ɻ
   

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4. ςʔϚ
   αʔόϨεΞʔΩςΫνϟͰઃܭͨ͠8αʔόͰ
   Ͳ͜·ͰϨΠςϯγΛݮΒ͢͜ͱ͕ग़དྷΔ͔ɻ
   Λ௥ٻ͢Δ͜ͱͰɺͲ͕͜ϘτϧωοΫʹͳΔͷ͔ΛৄΒ͔
   ʹ͠·͢ɻ
   

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5. ཁ݅
   • αʔόϨεΞʔΩςΫνϟ
   • "84Λ࢖͏
   • %#ͷ஋Λॻ͖׵͑ͨΓಡΈࠐΜͩΓ͢Δ
   • ಠࣗυϝΠϯ
   • )5514ʢͳΔ΂҆͘͘ͳΒΜ͚ʁʣ
   

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6. ΞʔΩςΫνϟ
   Amazon
   CloudFront
   ACM
   Amazon API
   Gateway
   AWS
   Lambda
   Amazon
   VPC
   Amazon
   RDS
   Amazon
   Route 53
   

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7. ϓϩάϥϜ
   

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8. ॳճΞΫηε࣌
   ճࢼߦɻ্ԼΛ੾Γࣺͯ ճ෼Λ࠾༻
   ɻ
   ฏۉ TFD
   தԝ஋TFD
   ճ໨Ҏ߱
   ฏۉ TFD
   தԝ஋TFD
   

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9. ඵ͸ͪΐͬͱʜ
   ճ໨ͷΞΫηε͸طʹىಈ͞ΕͨίϯςφΛ࢖͍·Θ͢ͷ
   Ͱɺൺֱతૣ͘Ԡ౴ͯ͘͠Ε·ͨ͠ɻ
   ճ໨ͷ NT͸৔߹ʹΑͬͯ͸·ͩڐ༰Ͱ͖Δ͔΋͠Ε
   ͳ͍͚ΕͲɺॳճͷ TFD͸ྲྀੴʹͪΐͬͱʜɻ
   

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10. 71$Λ૭͔Β౤ࣺ͛ͯΔ
    71$಺ͷ3%4ʹΞΫηε͍ͯ͠Δ͕ɺ71$ͷׂ౰͸&/*ͷ࡞
    ੒ͱׂ౰͕ඞཁͱͳΔͷͰɺ஗͍ɻ
    

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11. ΞʔΩςΫνϟ
    Amazon
    CloudFront
    ACM
    Amazon API
    Gateway
    AWS
    Lambda
    Amazon
    RDS
    Amazon
    Route 53
    

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12. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋TFD
    ʊਓਓਓਓਓਓਓਓਓਓਓਓʊ
    ʼ ͋Μ·มΘΒΜ͔ͬͨ ʻ
    ʉ:?:?:?:?:?:?:?:?:?:ʉ
    ͜ͷ͋ͱग़ͯ͘Δ+BWBͷ7.ىಈͱ
    &/*ͷׂ౰͕ฒྻͰಈ͍ͯΔ͔Β͔΋
    

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13. ηΩϡϦςΟతʹʜ
    -BNCEBͷ*1ΞυϨε͸ݻఆͰ͖ͳ͍ɻ
    .Z42-ͷύεϫʔυೝূ͚ͩͰ͸ͪΐͬͱෆ͔҆΋ɻ
    

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14. ΞʔΩςΫνϟ
    Amazon
    CloudFront
    ACM
    Amazon API
    Gateway
    AWS
    Lambda
    Amazon
    DynamoDB
    Amazon
    Route 53
    

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15. ϓϩάϥϜ
    

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16. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋ TFD
    %ZOBNP%# ʹͨ͜͠ͱͰɺ஗͘ͳͬͯ͠·ͬͨɻ
    ͜Ε͸ "844%,ͷॳظԽॲཧ͕ॏ͕͔͔ͯ࣌ؒ͘Δ͜ͱ
    ʹىҼ͍ͯ͠Δɻ
    ͳΜʹͯ͠΋ɺࠓͷ΍ΓํͰ͸ݫ͕͋͠͞Δɻ
    

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17. +BWBΛ૭͔Β౤ࣺ͛ͯΔ
    +BWB͸7.ͷىಈʹ͕͔͔࣌ؒΔɻͦͷͨΊɺॳճΞΫηε
    ࣌ʹ͕͔͔࣌ؒͬͯ͠·͏ɻ
    

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18. ΞʔΩςΫνϟ
    Amazon
    CloudFront
    ACM
    Amazon API
    Gateway
    AWS
    Lambda
    Amazon
    DynamoDB
    Amazon
    Route 53
    

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19. ϓϩάϥϜ
    

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20. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋ TFD
    ճ໨Ҏ߱
    ฏۉ TFD
    தԝ஋ TFD
    

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21. ॳճͰ΋ඵʹ
    1ZUIPOʹͨ͜͠ͱͰىಈͷΦʔόʔϔου͕ܹݮͯ͠ɺॳ
    ճΞΫηε࣌Ͱ΋ඵʹͳΓ·ͨ͠ɻ
    

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22. $MPVE'SPOU "$. Λ૭͔Β౤ࣺ͛ͯΔ
    4MBDLͷࣄྫ IUUQXXXTMJEFTIBSFOFU"NB[PO8FC4FSWJDFTTFDVSFEBQJBDDFMFSBUJPO
    XJUIFOHJOFFSTGSPNBNB[PODMPVEGSPOUBOETMBDL 1
    
    ͷΑ͏ʹɺ୯ҰϦʔδϣ
    ϯͰϫʔϧυϫΠυʹαʔϏεΛల։͍ͯ͠Δ৔߹ɺւΛ௒
    ͑ΔΑ͏ͳέʔεͰɺ$MPVE'SPOUˠΦϦδϯ &$
    Ͱ"84
    ͷଠ͍όοΫϘʔϯʹΑΔߴ଎௨৴ʹΑΓϨΠςϯγ͕վળ
    ͢Δ͜ͱ͕͋Γ·͢ɻ
    ࠓճͷϢʔεέʔεͰ͸Ωϟογϡώοτ΋ظ଴͠·ͤΜ͠ɺ
    ϗοϓ਺͕૿͑Δ͜ͱʹΑΔϨΠςϯγ૿ͷѱӨڹ͕େ͖͍
    ͷͰɺ$MPVE'SPOU Λύʔδ͠·͢ɻ
    

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23. ΧελϜυϝΠϯΛઃఆ
    ͨͩ $MPVE'SPOU Λ֎͚ͩͩ͢ͱɺυϝΠϯ͕
    "1*(BUFXBZؙग़͠Ͱ͔ͬ͜ѱ͍ͷͰɺ-FUT`T &ODSZQUͰ
    औͬͨαʔόূ໌ॻΛ࢖ͬͯΧελϜυϝΠϯΛઃఆ͠·͢ɻ
    

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24. ΞʔΩςΫνϟ
    Amazon API
    Gateway
    AWS
    Lambda
    Amazon
    DynamoDB
    Amazon
    Route 53
    

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25. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋ TFD
    ճ໨Ҏ߱
    ฏۉ TFD
    தԝ஋ TFD
    

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26. ʙNT୹ॖ
    $MPVE'SPOU Λ֎ͨ͜͠ͱͰɺʙNT୹͘ͳΓ·͠
    ͨɻ
    "1*(BUFXBZ΋࣮ଶ͸ $MPVE'SPOUɻ
    ˠ$%/͕ஈߏ੒ʹɻ
    ˠΤοδϩʔέʔγϣϯ൑ఆ͕࢒೦ʹͳͬͯΔ͔΋ɻ
    

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27. "844%,ͷॳظԽΛ GVODUJPOͷ֎ʹ
    "84 4%,ͷॳظԽ͸ΘΓͱ͕͔͔࣌ؒΔͷͰɺΞΫηε͢
    Δ౓ʹ࣮ߦ͢ΔͷͰ͸ͳ͘ɺىಈ࣌ʹճ͚ͩ͢ΔΑ͏ʹ͢
    Δɻ
    ͜ΕͰɺճ໨Ҏ߱ͷԠ౴଎౓͕޲্͢Δɻ
    

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28. ϓϩάϥϜ
    

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29. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋ TFD
    ճ໨Ҏ߱
    ฏۉ TFD
    தԝ஋ TFD
    

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30. ʙNT୹ॖ
    "84 4%,ͷॳظԽΛϑΝϯΫγϣϯͷ࣮ߦຖʹߦΘͣɺॳ
    ճʹͷΈߦ͏Α͏ʹͨ͜͠ͱͰɺίϯςφͷ࢖͍ճ͚ͩ͠Ͱ
    ͳ͘ɺΫϥΠΞϯτΠϯελϯεͷ࢖͍ճ͠ͷޮՌͰճ໨
    Ҏ߱ͷॲཧ͕࣌ؒૣ͘ͳΓ·ͨ͠ɻ
    ॳճ·Ͱ଎͘ͳͬͯΔͷ͸ϛεςϦʔͰ͢ɻ
    GVODUJPOݺͼग़͠·Ͱ͸ϝϞϦׂΓ౰ͯྔʹΑΒͣϑϧύϫ
    ʔͰىಈͯ͘͠ΕͯΔʁ
    ʢࠓճ͸+BWB͸.#1ZUIPO͸.#ͱ͍͏࠷খαΠζͰܭଌ͍ͯ͠·͢ʣ
    

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31. ༨ஊ
    AWS
    Lambda
    Amazon
    DynamoDB
    AWS SDK
    

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32. ༨ஊ ϓϩάϥϜ
    

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33. ॳճΞΫηε࣌
    ฏۉ TFD
    தԝ஋ TFD
    ճ໨Ҏ߱
    ฏۉ TFD
    தԝ஋ TFD
    

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34. NTΛ੾Δ݁Ռʹʢ͕ͩɺ΋͸΍8αʔόͰ͸ͳ͍
    
    "1*(BUFXBZ΋࣮ଶ͸ $MPVE'SPOU ͳͷͰ
    ʢIUUQXXXTMJEFTIBSFOFULFJTVLFBXTMBNCEBBNB[POBQJHBUFXBZEFFQEJWF 1ʣ
    ɺ
    "1*(BUFXBZ΋ $MPVE'SPOU ͱಉ༷ͷ໰୊Λ๊͍͑ͯΔɻ
    ݁Ռɺ"1*(BUFXBZΛඈ͹͢͜ͱͰɺ͞Βʹ໿ʙ
    NTͷ୹ॖ͕Ͱ͖ͨɻ
    

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35. ·ͱΊ
    100ms ~ 200ms
    3000ms ~ 4000ms
    3000ms ~ 4000ms
    100ms 〜 300ms(割当メモリに左右)
    100ms ~ 200ms
    Amazon
    CloudFront
    Amazon API
    Gateway
    Elastic
    Network
    Interface
    "844%,
    ॳظԽ
    

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36. ·ͱΊ
    +BWB ͸ىಈ͕஗͍ɻ
    ˠىಈͨ͋͠ͱ͸ര଎ͩΑʂ࢖͑ͳ͍ࢠͩͱצҧ͍͠ͳ͍Ͱʂ
    $MPVE'SPOU ΛڬΉͱ஗͘ͳͬͨɻ
    ˠ"84͞Μɻ"1*(BUFXBZͰ"$.࢖͑ΔΑ͏ʹ͍ͯͩ͘͠͞ɻ
    $MPVE'SPOU Λൈ͍ͯߴ଎Խͯ͠΋ "1*(BUFXBZ͕ʜɻ
    ˠ"84͞ΜɻͳΜͱ͔ߴ଎Խ͍ͯͩ͘͠͞ɻ
    "844%,ͷ"1*ΫϥΠΞϯτΠϯελϯεੜ੒͸ҙ֎ͱ஗͍ɻ
    

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37. એ఻
    (4 Ͱ͸͜ͷΑ͏ͳɺαʔόϨεΞʔΩςΫνϟಛ༗ͷಛੑ
    Λ೺Ѳ্ͨ͠ͰύϑΥʔϚϯενϡʔχϯάΛ֤ॴͰߦͬͯ
    ͍·͢ɻ
    (4 Λར༻͢Δ͜ͱͰɺࣗ͝਎Ͱ͜ͷΑ͏ͳνϡʔχϯάΛ
    ߦΘͳͯ͘΋࠷దԽ͞ΕͨαʔϏεΛ͝ར༻͍͚ͨͩ·͢ɻ
    ੋඇɺ(4ͷ࠾༻΋͝ݕ౼͍ͩ͘͞ɻ
    

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38. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
    IUUQTHTJP
    ϕʔλςετࢀՃऀืूதʂ
    

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