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Cloud Runでシステムを作るためのアーキテクチャのTipsとコストの話

Keke
December 14, 2019

Cloud Runでシステムを作るためのアーキテクチャのTipsとコストの話

@ServerlessDays Fukuoka 2019

Keke

December 14, 2019
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  1. View Slide

  2. $MPVE3VO͚ͩ͡Όͳͯ͘
    4FSWFSMFTTશൠʹ͍͑Δ࿩ͩΑʂʂʂʂʂ

    View Slide

  3. “Cloud RunͰαʔϏεΛ࡞ΔͨΊͷ
    ΞʔΩςΫνϟͷTipsͱίετͷ࿩”
    4FWFSMFTT%BZT'VLVPLB
    ,FLF5XJUUFS!@L@F@L@F

    View Slide

  4. “About me”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  5. “About me”
    Keke Twitter: @_k_e_k_e

    New Grad Merpay SRE team

    Hobby: Reading Novels, Comics

    Attended KubeCon 2019 NA

    Born in Yamaguchi
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  6. Α͘തଟʹ༡ͼʹདྷͯͨɺΘΓ͔͠ϗʔϜʂʂʂ
    “About me”
    Keke Twitter: @_k_e_k_e

    New Grad Merpay SRE team

    Hobby: Reading Novels, Comics

    Attended KubeCon 2019 NA

    Born in Yamaguchi
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  7. “Session’s Goal”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  8. “Sessions Goal”
    ServerlessͰαʔϏεΛ࡞ΔͨΊͷ࣮༻తͳArchitectureͰ͋Δ
    Serverless ArchitectureΛఆٛ͢Δ͜ͱɻ
    ͲͷΑ͏ͳ؍఺ͰCloud RunΛ͸͡Ίͱ͢ΔServerlessͰ
    αʔϏεΛߏங͍͚ͯ͠͹͍͍ͷ͔TipsΛఏڙ͢Δ͜ͱɻ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  9. “Agenda”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  10. 3. WIASʹ͓͚ΔServerlessΞϓϦέʔγϣϯͷ(ࣦഊ)ࣄྫ
    4. ΞʔΩςΫνϟͷTips
    2. Serverless Architectureʹ͍ͭͯ
    1. ServerlessͷύϥμΠϜ
    5. Takeaway
    0. Cloud Runͱ͸
    “Agenda”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  11. “0. Cloud Runͱ͸”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  12. “Cloud Runͱ͸”
    GCPͰఏڙ͞Ε͍ͯΔKnativeΛϕʔεͱͨ͠Container as a Service
    Docker ImageΛ࡞ͬͯࢦఆ͢Δ͚ͩͰApplication͕࡞ΕΔ

    View Slide

  13. “Cloud Runͱ͸”
    GCPͰఏڙ͞Ε͍ͯΔKnativeΛϕʔεͱͨ͠Container as a Service
    Docker ImageΛ࡞ͬͯࢦఆ͢Δ͚ͩͰApplication͕࡞ΕΔ
    ݺͼग़͠ճ਺
    ίϯϐϡʔλϦιʔε
    ˠΞΠυϧ࣌͸՝ۚ͞Εͳ͍
    ճͷݺͼग़͠՝ۚ໿ඵͷW$16

    View Slide

  14. “1. ServerlessͷύϥμΠϜ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  15. “ServerlessͷύϥμΠϜ”
    3. ։ൃʹूதͰ͖Δ
    4. ߴՄ༻ੑ
    2. ࣗಈεέʔϧ
    1. ϑϧϚωʔδυͳΞϓϦέʔγϣϯ࣮ߦ؀ڥͷఏڙ
    Serverless PaaSͷಛ௃
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ͳͲʜ

    View Slide

  16. “ServerlessͷϓϩμΫτ͸ਐԽ͖ͯͨ͠”
    “ServerlessͷύϥμΠϜ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  17. “ServerlessͷύϥμΠϜ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  18. Gartner Hype Cycle for Cloud Computing, 2018
    https://pages.awscloud.com/Analyst_Reports_Gartner-Hype-Cycle-for-Cloud-Computing.html?trk=ar_card
    ࣮༻ੑʹର͢Δ
    ظ଴ײ

    View Slide

  19. “ظ଴……”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  20. “͍͚͢͝ͲɺͦΕͰͲ͏΍ͬͯαʔϏεΛ࡞Ε͹͍͍ͷʁ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  21. View Slide

  22. “ServerlessͷύϥμΠϜ”
    Serverless͸ҰͭͷπʔϧͰ͋ͬͯɺ࣮ࡍ
    ʹαʔϏεΛͲͷΑ͏ʹ࡞Ε͹͍͍ͷ͔
    Λ౴͑ͯ͘ΕΔ΋ͷͰ͸ͳ͍

    l4FSWFSMFTT4UBUFPG.JOEz
    https://read.acloud.guru/serverless-is-a-state-of-mind-717ef2088b42
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  23. “ServerlessͷύϥμΠϜ”
    Serverless͸ҰͭͷπʔϧͰ͋ͬͯɺ࣮ࡍʹ
    αʔϏεΛͲͷΑ͏ʹ࡞Ε͹͍͍ͷ͔Λ౴
    ͑ͯ͘ΕΔ΋ͷͰ͸ͳ͍

    ͲͷΑ͏ʹServerlessͷ༗༻ੑΛڗड͢
    Δͷ͔ɺ࣮༻ੑͱ஌ݟ͕ٻΊΒΕ͍ͯΔ
    l4FSWFSMFTT4UBUFPG.JOEz
    https://read.acloud.guru/serverless-is-a-state-of-mind-717ef2088b42
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  24. “2. Serverless Architecture”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  25. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Serverless is not Serverless Architecture”
    “2. Serverless Architecture”

    View Slide

  26. “ServerlessͰαʔϏεΛ
    ࡞ΔͨΊͷArchitecture”
    “2. Serverless Architecture”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  27. “2. Serverless Architecture”
    Serverless Architecture, 2019
    https://noti.st/jlbutler/gOz4kq/serverless-patterns

    View Slide

  28. “2. Serverless Architecture”
    Serverless Architecture, 2019
    https://noti.st/jlbutler/gOz4kq/serverless-patterns
    Ϋϥ΢υ
    ϚΠΫϩαʔϏεΞʔΩςΫνϟ

    View Slide

  29. “2. Serverless Architecture”
    Serverless Architecture, 2019
    https://noti.st/jlbutler/gOz4kq/serverless-patterns
    Ϋϥ΢υ
    ϚΠΫϩαʔϏεΞʔΩςΫνϟ
    αʔόʔϨεΞʔΩςΫνϟ

    View Slide

  30. “2. Serverless Architecture”
    l.JDSPTFSWJDFTz
    https://martinfowler.com/articles/microservices.html
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  31. “2. Serverless Architecture”
    “Microservice architecture͕microserviceΛఆٛ͢Δ”
    l.JDSPTFSWJDFTz
    https://martinfowler.com/articles/microservices.html
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  32. “2. Serverless Architecture”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  33. “2. Serverless Architecture”
    “Serverless͕Serverless architectureΛఆٛ͢Δ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  34. “2. Serverless Architecture”
    4FSWFSMFTT͕༗༻ͳྖҬ
    4FSWFSMFTT͕࢖͑ΔྖҬ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    Serverless͸GCEͳͲΛஔ͖׵͑Δ͜ͱ͸
    Ͱ͖Δ͕ɺ༗༻ੑ͕͋Δͷ͔͕ջٙత
    “Serverless͕Serverless architectureΛఆٛ͢Δ”

    View Slide

  35. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  36. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    “Wi-Fi Attendance System”
    “Wi-FiʹΑΔۈଵଧࠁγεςϜ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  37. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    “Wi-Fi Attendance System”
    “Wi-FiʹΑΔۈଵଧࠁγεςϜ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ৄࡉ
    ʮࣾһମݧʯΛ௥ٻͨ͠8J'JଧࠁγεςϜ8*"4Λ։ൃɺϝϯςφϯε͍ͯ͠Δ࿩ʯ
    https://tech.mercari.com/entry/2019/08/30/100000

    View Slide

  38. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    όοΫΤϯυΛ4FSWFSMFTTͰߏ੒

    View Slide

  39. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    ࠷ॳͷ઀ଓΛʮग़ۈʯଧࠁ ࠷ޙͷ઀ଓΛʮୀۈʯଧࠁ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    όοΫΤϯυΛ4FSWFSMFTTͰߏ੒

    View Slide

  40. “ServerlessͰ΍Δͱ͍͍ͩΖ͏”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  41. “2019೥8݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ($&Ͱ࢖͏ͱສ͘Β͍ʹऩ·Δͱࢼࢉɻ
    4FSWFSMFTTͰ΋ͬͱ҆͘Ͱ͖Δͱࢥͬͨͷʹʜ

    View Slide

  42. “҆௚ͳࢥ͍ࠐΈ”






    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  43. 3. ։ൃʹूதͰ͖Δ
    4. ߴՄ༻ੑ
    2. ࣗಈεέʔϧ
    1. ϑϧϚωʔδυͳΞϓϦέʔγϣϯ࣮ߦ؀ڥͷఏڙ
    Serverless PaaSͷಛ௃
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ͳͲʜ
    “҆௚ͳࢥ͍ࠐΈ”

    View Slide

  44. “҆௚ͳࢥ͍ࠐΈ”
    “Serverlessͷಛ௃ͱͯ͠͸ࣄ࣮”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  45. “҆௚ͳࢥ͍ࠐΈ”
    “Serverlessͷಛ௃ͱͯ͠͸ࣄ࣮”
    “Serverless Architectureͷಛ௃Ͱ͸ͳ͍ͨΊ
    αʔϏεΛServerlessͰߏ੒ͨ͠ͱͯ͠
    ServerlessͷϝϦοτ͕ඞͣ׆͖ͯ͘ΔΘ͚Ͱ͸ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

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  46. “ServerlessͰαʔϏεΛ࡞Δ͜ͱΛݟͭΊ௚ͨ͠ɻ
    ͦͯ͠ɺTipsΛݟ͚͖ͭͯͨɻ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  47. “2019೥11݄ͷPubSubͷϝοηʔδ਺”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    Πϕϯτ ΞΫηε
    Λ͏·͘දݱ͍ͯ͠Δ

    View Slide

  48. “2019೥11݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  49. “2019೥11݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    Ϣʔβʔ̍ਓ͋ͨΓ໿ԁ݄
    શମίετΛ໿Χοτ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  50. “2019೥11݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    Ϣʔβʔ̍ਓ͋ͨΓ໿ԁ݄
    શମίετΛ໿Χοτ
    %FW 1SPE؀ڥ߹Θͤͯ

    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  51. “ΞʔΩςΫνϟͷTipsͱίετ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  52. “Serverless Architecture’s Practice”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  53. “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  54. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  55. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    Πϕϯτ͕ൃՐ͢ΔτϦΨʔΛݟ௚͢ͳͲ ίϯϙʔωϯτͷ෼཭ํ๏Λߟ͑௚͢
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  56. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    Πϕϯτ͕ൃՐ͢ΔτϦΨʔΛݟ௚͢ͳͲ ίϯϙʔωϯτͷ෼཭ํ๏Λߟ͑௚͢
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

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  57. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “2019೥8݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    View Slide

  58. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “2019೥8݄ͷίετ” $MPVE3VO1VC4VC'VODUJPOT

    ৗʹΠϕϯτʢΞΫηεʣ͕ൃੜ͍ͯ͠Δ

    View Slide

  59. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    ࠷ॳͷ઀ଓΛʮग़ۈʯଧࠁ ࠷ޙͷ઀ଓΛʮୀۈʯଧࠁ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ͜͜ͷϝοηʔδ਺ʹґଘ͢Δ

    View Slide

  60. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    ࠷ॳͷ઀ଓΛʮग़ۈʯଧࠁ ࠷ޙͷ઀ଓΛʮୀۈʯଧࠁ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ৗற୺຤͕ఆظతʹΞΫηεΛ͍ͯͨ͠
    ͜͜ͷϝοηʔδ਺ʹґଘ͢Δ

    View Slide

  61. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “WIASͬͯʁ”
    ࠷ॳͷ઀ଓΛʮग़ۈʯଧࠁ ࠷ޙͷ઀ଓΛʮୀۈʯଧࠁ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ৗற୺຤͕ఆظతʹΞΫηεΛ͍ͯͨ͠

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  62. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “ϛυϧ΢ΣΞͷػೳ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ର৅ϢʔβʔԽΛ$MPVE42-1SPYZΛ௨ͯ֬͠ೝ͢Δ
    *T6TFS

    View Slide

  63. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “ϛυϧ΢ΣΞͷػೳ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ର৅ϢʔβʔԽΛ$MPVE42-1SPYZΛ௨ͯ֬͠ೝ͢Δ
    *T6TFS
    -36$BDIFʹΑͬͯΩϟογϡΛ͢Δ
    &WFOUT
    .FTTBHF
    ৄࡉ-36$BDIF*NQMFNFOUBUJPO
    https://www.geeksforgeeks.org/lru-cache-implementation/

    View Slide

  64. “WIASʹ͓͚ΔServerlessͷࣄྫ”
    “ϛυϧ΢ΣΞͷػೳ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ର৅ϢʔβʔԽΛ$MPVE42-1SPYZΛ௨ͯ֬͠ೝ͢Δ
    *T6TFS
    -36$BDIFʹΑͬͯΩϟογϡΛ͢Δ
    .FTTBHF
    ى఺ͱͳΔϝοηʔδ਺ͷ໿Λ࡟ݮ
    ৄࡉ-36$BDIF*NQMFNFOUBUJPO
    https://www.geeksforgeeks.org/lru-cache-implementation/
    &WFOUT

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  65. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    Πϕϯτ͕ൃՐ͢ΔτϦΨʔΛݟ௚͢ͳͲ ίϯϙʔωϯτͷ෼཭ํ๏Λߟ͑௚͢ ޙड़

    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  66. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    Πϕϯτ͕ൃՐ͢ΔτϦΨʔΛݟ௚͢ͳͲ ίϯϙʔωϯτͷ෼཭ํ๏Λߟ͑௚͢
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    Πϕϯτ਺
    ϑϩʔͷεςοϓ
    ͦ΋ͦ΋࠷ॳͷΠϕϯτ਺͕গͳ͍͜ͱ
    Πϕϯτ਺͕ݮਰ͢Δ͜ͱ

    View Slide

  67. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ΠϕϯτΛߜΔ͜ͱʹ஫ྗ͢Δ”
    ՝ֹۚ ≒ Πϕϯτ਺ × ίϯϙʔωϯτ਺
    Πϕϯτ͕ൃՐ͢ΔτϦΨʔΛݟ௚͢ͳͲ ίϯϙʔωϯτͷ෼཭ํ๏Λߟ͑௚͢
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    Πϕϯτ਺
    ϑϩʔͷεςοϓ
    ͦ΋ͦ΋࠷ॳͷΠϕϯτ਺͕গͳ͍͜ͱ
    Πϕϯτ਺͕ݮਰ͢Δ͜ͱ
    Πϕϯτ਺͕Լ͕Δͱ
    ɾݺͼग़͠ճ਺
    ɾىಈ͞ΕΔίϯϙʔωϯτ਺͕Լ͕Δ
    Πϕϯτ਺͸࠷େͷϘτϧωοΫ

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  68. “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  69. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  70. “ΞʔΩςΫνϟͷTipsͱίετ”
    "QQ "QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  71. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  72. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  73. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    "1*3FRVFTU
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  74. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    "1*3FRVFTU
    ՝ۚର৅
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  75. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    "1*3FRVFTU
    ՝ۚର৅

    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  76. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    "1*3FRVFTU

    "1*3FTQPOTF
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  77. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    ՝ۚର৅
    "1*3FRVFTU

    "1*3FTQPOTF
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  78. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  79. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    ՝ۚର৅
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  80. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    ՝ۚର৅
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ՝ۚର৅
    ՝ۚର৅

    View Slide

  81. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    ՝ۚର৅
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ՝ۚର৅ ՝ۚର৅ ՝ۚର৅ ՝ۚର৅

    View Slide

  82. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "1*3FTQPOTF
    #JH"QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  83. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "1*3FTQPOTF
    #JH"QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ɾݺͼग़͠ճ਺ͷݮগ
    ɾىಈ͞ΕΔίϯϙʔωϯτ਺͕Լ͕Δ
    ɾ ແବͳ
    ܭࢉͷ࣌ؒݮগ

    View Slide

  84. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    ʜ
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ/
    “ಉظతͳػೳ͸෼཭͠ͳ͍”

    º
    º º
    ʹ
    ෼཭͢Δͱ৴པੑͷ୲อʹ޻෉͕͍Δ

    View Slide

  85. “Serverless΋ػೳΛ෼཭Ͱ͖ΔΜͰ͠ΐ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  86. “Serverless΋ػೳΛ෼཭Ͱ͖ΔΜͰ͠ΐ”
    #
    → ίετ͕͔͔ͬͪΌ͏
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  87. “Serverless΋ػೳΛ෼཭Ͱ͖ΔΜͰ͠ΐ”
    #
    “ඇಉظతͳػೳ͸্ख͍͘͘ʁ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  88. “Serverless΋ػೳΛ෼཭Ͱ͖ΔΜͰ͠ΐ”
    #
    “ඇಉظతͳػೳ͸্ख͍͘͘ʁ”
    $
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  89. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    “ಉظతͳػೳ͸෼཭͠ͳ͍”
    ՝ۚର৅
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  90. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    "1*3FTQPOTF
    1VCMJTI
    “ඇಉظతͳػೳ͸෼཭͢Δ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  91. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    “ඇಉظతͳػೳ͸෼཭͢Δ”
    "1*3FTQPOTF
    1VCMJTI 1VTI
    ՝ۚର৅
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  92. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    “ඇಉظతͳػೳ͸෼཭͢Δ”
    "1*3FTQPOTF
    1VCMJTI 1VTI
    ՝ۚର৅
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ɾىಈ͍ͯ͠Δ͕࣌ؒॏෳ͕গͳ͘ͳΔ
    ɾݺͼग़͠ճ਺͸૿͑Δ͕τϨʔυΦϑ
    "QQ͕ॏ͍ॲཧͩͱ༗ޮత

    View Slide

  93. “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ "QQ
    “ඇಉظతͳػೳ͸෼཭͢Δ”
    "1*3FTQPOTF
    1VCMJTI 1VTI
    ՝ۚର৅
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ɾىಈ͍ͯ͠Δ͕࣌ؒॏෳ͕গͳ͘ͳΔ
    ɾݺͼग़͠ճ਺͸૿͑Δ͕τϨʔυΦϑ
    "QQ͕ॏ͍ॲཧͩͱ༗ޮత

    ճͷݺͼग़͠՝ۚ໿ඵͷW$16
    ˠαʔόʔϨεͩͱͳ͓͞Βܭࢉ͕࣌ؒ
    ͜ΕΛ্ճΔ৔߹͕ଟ͍

    View Slide

  94. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “ΞʔΩςΫνϟͷTipsͱίετ”
    "1*3FRVFTU
    "QQ
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    “ඇಉظతͳػೳ͸෼཭͢Δ”
    5FNQSFTQPOTF
    1VCMJTI
    1VTI
    3FTVMUSFTQPOTF
    λΠϜΞ΢τ͕͋Δ8FCIPPLͳͲ
    $PME4UBSUʹΑΔλΠϜΞ΢τ΋ආ͚ΒΕΔ

    View Slide

  95. “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  96. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  97. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    $PNNPO-JCSBSZ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  98. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    "1*3FRVFTU "1*3FRVFTU
    "1*3FTQPOTF
    "1*3FTQPOTF
    "QQ "QQ
    $PNNPO-JCSBSZ
    8PSTFODPMETUBSU
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  99. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  100. “ΞʔΩςΫνϟͷTipsͱίετ”
    “ಉ͡ػೳ͸ҰͭʹूΊΔ͜ͱ”
    "1*3FRVFTU
    "1*3FTQPOTF
    "QQ
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    ɾىಈ͍ͯ͠Δ࣌ؒͷݮগ
    ɾݺͼग़͠ճ਺ͷݮগ

    View Slide

  101. “ωοτϫʔΫͷೖΓޱ͸1ͭʹ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

    View Slide

  102. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ
    “ωοτϫʔΫతೖΓޱΛҰͭʹ”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    "QQ/
    ʜ
    3FRVFTU
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    3FRVFTU
    ʜ
    "QQ
    ʜ
    "QQ.
    εύήοςΟ
    ՝ۚ਺㲈৐਺Ͱ͔͔ͬͯ͘Δ

    View Slide

  103. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ3PPU
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    DPODVSSFODZΛઃఆ
    3FRVFTU
    3FRVFTU
    “ωοτϫʔΫతೖΓޱΛҰͭʹ”
    "QQ
    "QQ
    "QQ/
    ʜ

    View Slide

  104. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ3PPU
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    DPODVSSFODZΛઃఆ
    3FRVFTU
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    “ωοτϫʔΫతೖΓޱΛҰͭʹ”
    "QQ
    "QQ
    "QQ/
    ʜ
    ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ
    Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ
    ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ

    View Slide

  105. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ3PPU
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    DPODVSSFODZΛઃఆ
    3FRVFTU
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    “ωοτϫʔΫతೖΓޱΛҰͭʹ”
    "QQ
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    "QQ/
    ʜ
    ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ
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    ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ

    View Slide

  106. “ΞʔΩςΫνϟͷTipsͱίετ”
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    z
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    "QQ
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    "QQ/
    ʜ
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    ʹ͓͖͔͑Δબ୒ࢶ΋
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    View Slide

  107. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
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    ʜ
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    Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ
    ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ
    3FRVFTUʹΑΔ͕"QQ3PPU͸4FSWFS
    ʹ͓͖͔͑Δબ୒ࢶ΋
    ɾݺͼग़͠ճ਺Ͱͷ՝ۚ͸ͳ͘ͳΔ

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  108. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ
    $POOFDUJPO
    “ConnectionͳͲΛอ࣋͢Δ΋ͷ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z

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  109. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ
    $POOFDUJPO
    “ConnectionͳͲΛอ࣋͢Δ΋ͷ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    "QQ/
    ʜ
    $POOFDUJPO
    $POOFDUJPO
    3FRVFTU
    3FRVFTU
    3FRVFTU
    ʜ

    NBY$POOFDUJPO
    4MPX3FTQPODF

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  110. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ
    $POOFDUJPO
    “ConnectionͳͲΛอ࣋͢Δ΋ͷ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    "QQ/
    ʜ
    $POOFDUJPO
    $POOFDUJPO
    3FRVFTU
    3FRVFTU
    3FRVFTU
    ʜ

    NBY$POOFDUJPO
    4MPX3FTQPODF
    ɾىಈ͕࣌ؒ௕͘ͳΔ
    ɾճආ͢ΔͨΊͷϩδοΫ͕ඞཁʹ
    ͳΔ
    ɾ42-αʔόʔʹ΋ෛՙ͕͔͔Δ

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  111. “ΞʔΩςΫνϟͷTipsͱίετ”
    3FRVFTU
    "QQ
    $POOFDUJPO
    “ConnectionͳͲΛอ࣋͢Δ΋ͷ͸෼཭͠ͳ͍”
    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    DPODVSSFODZΛઃఆ
    3FRVFTU
    3FRVFTU

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  112. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Takeaway”

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  113. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Takeaway”
    “Serverless Architecture”

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  114. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Takeaway”
    “Serverless Architectureͱ͸”
    (ࠓճͰ͸Cloud RunͰ͋Δ͕ʣServerlessͰαʔϏε
    Λ࡞ΔͨΊͷArchitectureͷϕετϓϥΫςΟεɻ
    αʔϏεΛӡ༻͢ΔͨΊͷίετΛ཈͑ͯ
    Serverlessͷ༗༻ੑΛࣔ͢΋ͷɻ

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  115. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Takeaway”
    “Serverless Architectureͱ͸”
    3. ͳΔ΂͘Ұͭͷίϯϙʔωϯτʹ౷߹͢Δ͜ͱ
    1. ίετʹ௚݁͢ΔΠϕϯτ(ϝοηʔδͳͲ)ΛߜΔ͜ͱ
    5. ಉظੑɺ·ͨ͸εςʔτʹΑͬͯ෼཭Λ͢Δ͜ͱ
    4. ଞͷίϯϙʔωϯτΛݺͼग़͞ͳ͍͜ͱ
    2. ωοτϫʔΫͷೖΓޱΛҰͭʹ͢Δ͜ͱ
    6. ৗ࣌ىಈ͍ͯ͠ΔΑ͏ͳΠϯελϯε͸αʔόʔ΋ݕ౼͢Δ͜ͱ

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  116. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Happy Serverless Life”

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  117. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F
    z
    “Thank you”

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