Upgrade to Pro — share decks privately, control downloads, hide ads and more …

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
Technology
3
1.4k

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
Tweet

More Decks by Keke

See All by Keke
リモートワークを支える勤怠管理 ~プラットフォームとしてのSlackの活用 ~
keisukeyamashita
0
640
Serving GitHub Actions Self-Hosted Runner as a Platform (Part 1: Introduction)
keisukeyamashita
0
360
Serverlessを取り巻く現状とAll Serverlessでプロダクトを構築する苦労
keisukeyamashita
10
3k
Spinnakerで実践するマイクロサービスの 安全なリリースフローとベストプラクティス
keisukeyamashita
3
1.1k
Spinnaker Application management by Terraform Plugins
keisukeyamashita
2
860
Open Policy AgentとSpinnakerで実現するマイクロサービスの安全な継続的デリバリー
keisukeyamashita
8
6.1k
How to develop a custom Terraform provider@Merpay SRE Tech Talk
keisukeyamashita
0
400
Introduction to Spinnaker Managed Pipeline Templates
keisukeyamashita
3
6.5k
Deep Dive HCL@Terraform Meetup #3
keisukeyamashita
1
1.9k

Other Decks in Technology

See All in Technology
2024年にチャレンジしたことを振り返るぞ
mitchan
0
140
DevFest 2024 Incheon / Songdo - Compose UI 조합 심화
wisemuji
0
120
ずっと昔に Star をつけたはずの 思い出せない GitHub リポジトリを見つけたい！
rokuosan
0
150
Amazon VPC Lattice 最新アップデート紹介 - PrivateLink も似たようなアップデートあったけど違いとは
bigmuramura
0
200
NW-JAWS #14 re:Invent 2024（予選落ち含）で 発表された推しアップデートについて
nagisa53
0
270
MLOps の現場から
asei
7
650
KnowledgeBaseDocuments APIでベクトルインデックス管理を自動化する
iidaxs
1
270
どちらを使う?GitHub or Azure DevOps Ver. 24H2
kkamegawa
0
900
Opcodeを読んでいたら何故かphp-srcを読んでいた話
murashotaro
0
280
日本版とグローバル版のモバイルアプリ統合の開発の裏側と今後の展望
miichan
1
130
AWS re:Invent 2024で発表された コードを書く開発者向け機能について
maruto
0
200
5分でわかるDuckDB
chanyou0311
10
3.2k

Featured

See All Featured
Building Better People: How to give real-time feedback that sticks.
wjessup
365
19k
Reflections from 52 weeks, 52 projects
jeffersonlam
347
20k
The Illustrated Children's Guide to Kubernetes
chrisshort
48
48k
Building an army of robots
kneath
302
44k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
95
17k
What's in a price? How to price your products and services
michaelherold
243
12k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
32
2.7k
[RailsConf 2023] Rails as a piece of cake
palkan
53
5k
Keith and Marios Guide to Fast Websites
keithpitt
410
22k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
6
520
Documentation Writing (for coders)
carmenintech
66
4.5k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.3k

Transcript

  1. None

  2. $MPVE3VO͚ͩ͡Όͳͯ͘ 4FSWFSMFTTશൠʹ͍͑Δ࿩ͩΑʂʂʂʂʂ

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

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

  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

  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

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

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

    z

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

  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

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

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

  13. “Cloud Runͱ͸” GCPͰఏڙ͞Ε͍ͯΔKnativeΛϕʔεͱͨ͠Container as a Service Docker ImageΛ࡞ͬͯࢦఆ͢Δ͚ͩͰApplication͕࡞ΕΔ ݺͼग़͠ճ਺ ίϯϐϡʔλϦιʔε

    ˠΞΠυϧ࣌͸՝ۚ͞Εͳ͍ ճͷݺͼग़͠՝ۚ໿ඵͷW$16

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

  15. “ServerlessͷύϥμΠϜ” 3. ։ൃʹूதͰ͖Δ 4. ߴՄ༻ੑ 2. ࣗಈεέʔϧ 1. ϑϧϚωʔδυͳΞϓϦέʔγϣϯ࣮ߦ؀ڥͷఏڙ Serverless

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

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

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

  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

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

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

  21. None

  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

  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

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

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

    Architecture”

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

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

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

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

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

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

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

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

  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”

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

  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

  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

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

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

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

  41. “2019೥8݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z ($&Ͱ࢖͏ͱສ͘Β͍ʹऩ·Δͱࢼࢉɻ 4FSWFSMFTTͰ΋ͬͱ҆͘Ͱ͖Δͱࢥͬͨͷʹʜ

  42. “҆௚ͳࢥ͍ࠐΈ” l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z

  43. 3. ։ൃʹूதͰ͖Δ 4. ߴՄ༻ੑ 2. ࣗಈεέʔϧ 1. ϑϧϚωʔδυͳΞϓϦέʔγϣϯ࣮ߦ؀ڥͷఏڙ Serverless PaaSͷಛ௃

    l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z ͳͲʜ “҆௚ͳࢥ͍ࠐΈ”

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

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

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

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

  48. “2019೥11݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z

  49. “2019೥11݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT Ϣʔβʔ̍ਓ͋ͨΓ໿ԁ݄ શମίετΛ໿Χοτ l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z

  50. “2019೥11݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT Ϣʔβʔ̍ਓ͋ͨΓ໿ԁ݄ શମίετΛ໿Χοτ %FW 1SPE؀ڥ߹Θͤͯ l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F

    z

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

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

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

  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

  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

  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

  57. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z “2019೥8݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT

  58. l4FWFSMFTT%BZT'VLVPLB,FLF 5XJUUFS!@L@F@L@F z “2019೥8݄ͷίετ” $MPVE3VO 1VC4VC 'VODUJPOT ৗʹΠϕϯτʢΞΫηεʣ͕ൃੜ͍ͯ͠Δ

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

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

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

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

  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/

  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

  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

  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

  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

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

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

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

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

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

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

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

    z

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

    z

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

    z

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

    z

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

    z

  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

  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৅

  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৅

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

  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

  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

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

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

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

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

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

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

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

    5XJUUFS!@L@F@L@F z

  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

  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

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

    1VTI 3FTVMUSFTQPOTF λΠϜΞ΢τ͕͋Δ8FCIPPLͳͲ $PME4UBSUʹΑΔλΠϜΞ΢τ΋ආ͚ΒΕΔ

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

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

    z

  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

  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

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

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

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

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

    3FRVFTU 3FRVFTU ʜ "QQ ʜ "QQ. εύήοςΟ ՝ۚ਺㲈৐਺Ͱ͔͔ͬͯ͘Δ

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

    "QQ "QQ "QQ/ ʜ

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

    "QQ "QQ "QQ/ ʜ ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ

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

    "QQ "QQ "QQ/ ʜ ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ

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

    "QQ "QQ "QQ/ ʜ ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ 3FRVFTUʹΑΔ͕"QQ3PPU͸4FSWFS ʹ͓͖͔͑Δબ୒ࢶ΋ ɾݺͼग़͠ճ਺Ͱͷ՝ۚ͸ͳ͘ͳΔ

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

    "QQ "QQ "QQ/ ʜ ɾ"QQ3PPUʹ͔͔Δෛՙ͕ߴ͘ͳ Δ͕"QQ/͕੔ཧ͠΍͘͢ͳΔ ɾݺͼग़͠αΠΫϧ͕গͳ͘ͳΔ 3FRVFTUʹΑΔ͕"QQ3PPU͸4FSWFS ʹ͓͖͔͑Δબ୒ࢶ΋ ɾݺͼग़͠ճ਺Ͱͷ՝ۚ͸ͳ͘ͳΔ

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

  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

  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

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

    3FRVFTU

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

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

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

    Serverlessͷ༗༻ੑΛࣔ͢΋ͷɻ

  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

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

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