クラウドネイティブをRPGに例えて大冒険！

クラウドネイティブの概念をRPG風の冒険に例えながら、コンテナ騎士団やKubernetes王国、SRE賢者が織り成す運用の物語を紹介します。
モノリス城からの脱却や、Microservicesへの進化、CI/CD魔法によるリリース高速化のコツ、FinOps道化師が導くコスト最適化の秘訣など盛りだくさん！
クイズや選択肢を交えたインタラクティブな進行の中で、明日から使えるクラウドネイティブ・SREのベストプラクティスをまとめて持ち帰っていただきます。

2025.5.23 CloudNativeDayssummerにて登壇しました
アーカイブリンクはこちら:
https://event.cloudnativedays.jp/cnds2025/talks/2607

Transcript

1. PLAYER 2 PLAYER 1 தాܧଠ(chukei)ɹͪΎΒσʔλ Ϋϥ΢υωΠςΟϒΛ 31(ʹྫ͑ͯେ๯ݥʂ HIGHSCORE 2500 ύʔςΟߏ੒͔ΒֶͿ,6#&3/&5&4 SRE, FINOPSͷۃҙ
2. ର৅ऀ: Ϋϥ΢υωΠςΟϒͬͯԿʁͱ͍͏ॳ৺ऀͷ͋ͳͨ ಺༰: RPGͷ๯ݥͷΑ͏ʹ“બ୒”ͰֶͿΫϥ΢υωΠςΟϒ ֶ΂Δ͜ͱ: • γεςϜͷ҆ఆੑΛ֬อ (SRE) • ϦϦʔεͷεϐʔυΛ্͛Δ (CI/CD) • ίετΛ࠷దԽ͢Δ (FinOps) ༐ऀͷӡ໋͸͋ͳͨୡʹҕͶΒΕ·͢ʂʂ ൃදͷΰʔϧ
3. ήʔϜΛ࢝ΊΔલʹ ୈষ ϞϊϦε৓ ୈষ KubernetesԦࠃ ୈষ CI/CDਆ఼ ୈষ FinOpsಓԽࢣ ऴষ Ԧࠃͷ໷໌͚ MAP
4. Έͳ͞Μʂ Cloud Native ͬͯԿͰ͠ΐ͏͔ʁ
5. Ϋϥ΢υ࢖͏΍ͭ Kubernetes, CICD SRE, Container, FinOps...
6. Ϋϥ΢υωΠςΟϒٕज़͸ɺύϒϦοΫΫϥ΢υɺϓϥΠϕʔτΫ ϥ΢υɺϋΠϒϦουΫϥ΢υͳͲͷۙ୅తͰμΠφϛοΫͳ؀ڥ ʹ͓͍ͯɺεέʔϥϒϧͳΞϓϦέʔγϣϯΛߏஙɺ͓Αͼ࣮ߦ͢ ΔͨΊͷೳྗΛ૊৫ʹ΋ͨΒ͠·͢ɻ͜ͷΞϓϩʔνͷ୅දྫʹɺ ίϯςφɺαʔϏεϝογϡɺϚΠΫϩαʔϏεɺΠϛϡʔλϒϧ ΠϯϑϥετϥΫνϟɺ ͓Αͼએݴܕ API ͕͋Γ·͢ɻ͜ΕΒͷख ๏ʹΑΓɺճ෮ੑɺ؅ཧྗɺ͓ΑͼՄ؍ଌੑͷ͋Δૄ݁߹γεςϜ ͕࣮ݱ͠·͢ɻ͜ΕΒΛݎ࿚ͳࣗಈԽͱ૊Έ߹ΘͤΔ͜ͱͰɺΤϯ δχΞ͸ΠϯύΫτͷ͋ΔมߋΛɺ࠷খݶͷ࿑ྗͰɺසൟ͔ͭ༧ଌ Ͳ͓Γʹߦ͏͜ͱ͕Ͱ͖·͢ɻ https://github.com/cncf/toc/blob/main/ DEFINITION.md#%E6%97%A5%E6%9C%AC%E8%AA%9E %E7%89%88
7. Ϋϥ΢υωΠςΟϒٕज़͸ɺύϒϦοΫΫϥ΢υɺϓϥΠϕʔτΫ ϥ΢υɺϋΠϒϦουΫϥ΢υͳͲͷۙ୅తͰμΠφϛοΫͳ؀ڥ ʹ͓͍ͯɺεέʔϥϒϧͳΞϓϦέʔγϣϯΛߏஙɺ͓Αͼ࣮ߦ͢ ΔͨΊͷೳྗΛ૊৫ʹ΋ͨΒ͠·͢ɻ͜ͷΞϓϩʔνͷ୅දྫʹɺ ίϯςφɺαʔϏεϝογϡɺϚΠΫϩαʔϏεɺΠϛϡʔλϒϧ ΠϯϑϥετϥΫνϟɺ ͓Αͼએݴܕ API ͕͋Γ·͢ɻ͜ΕΒͷख ๏ʹΑΓɺճ෮ੑɺ؅ཧྗɺ͓ΑͼՄ؍ଌੑͷ͋Δૄ݁߹γεςϜ ͕࣮ݱ͠·͢ɻ͜ΕΒΛݎ࿚ͳࣗಈԽͱ૊Έ߹ΘͤΔ͜ͱͰɺΤϯ δχΞ͸ΠϯύΫτͷ͋ΔมߋΛɺ࠷খݶͷ࿑ྗͰɺසൟ͔ͭ༧ଌ Ͳ͓Γʹߦ͏͜ͱ͕Ͱ͖·͢ɻ https://github.com/cncf/toc/blob/main/ DEFINITION.md#%E6%97%A5%E6%9C%AC%E8%AA%9E %E7%89%88 ͳΜ͔Α͘Θ͔ΒΜʂ
8. Cloud Native ͬͯ Կ͔ΒखΛ͚ͭͨΒ͍͍ʁ
9. ͜ͷॱʹษڧ ͨ͠Β͍͍Αʂ
10. ←ࠓճͷൃදൣ ғ
11. CloudɹNativeΛ ήʔϜʹྫ͑ͯ ΍ͬͯΈΔͱ໘ന͍ʁʂ
12. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ͸͡Ί͔Β ଓ͖͔Β ๯ݥΛ։࢝͠·͢
13. ԕ͍େ஍ͷதԝʹͦͼ͑ΔڊେͳϞϊϦε৓ɻ ͔ͭͯ͸ൟӫΛࢧ͑ͨͦͷޫ΋ɺ “ϨΨγʔͷढ͍”ͷલͰ͸่ΕڈΔɻ ʮখ͞ͳվम͕શମΛ่མͤ͞Δʯ ৓ͷൿີ͸ґଘͷ໎ٶʹ෧͡ΒΕ͍ͯΔɻ ΤϯδχΞͷ͋ͳͨ͸ɺ ޷ح৺Ͱ৓ʹೖΔͷͰ͋ͬͨɻɻɻ
14. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ୈষ ϞϊϦε৓
15. PLAYER 2 PLAYER 1 HIGHSCORE 2500 Կͱ͔ϞϊϦε৓ͷ࠷஍Լ֊ʹͨͲΓண͍ͨ͋ͳͨ ʁʁʁʮ͝͝͝ʯ ৼΓฦΔͱഎ෦ʹ͸ Legacy Dragon͕ഭ͖͍ͬͯͯͨʂ ࠓʹ΋๫Εͩͦ͠͏ͩ Legacy Dragon͕๫ΕΔͱɺ ʮগ͠௚͚ͨͩ͠ͰɺγεςϜશମʹେ͖ͳτϥϒϧ͕޿͕Γ·͢ɻ ͋͞ɺͲ͏͢Δʁʯ
16. 01 12 07 LEGACY DRAGON͕େ๫Εͦ͠͏ͳ࣌ɺ ͋ͳͨͷબ୒͸ʁ
17. ʢਖ਼ղʣ CONTAINERٍ࢜ஂͱڠྗʢCONTAINERԽ͠ ػೳΛখ͘͞੾Γग़͠ ʣ • ϞϊϦε͸ɺҰ͔ॴΛ௚͚ͩ͢Ͱଞͷ෦෼ʹ·ͰӨڹ͕޿͕Γ΍͘͢ɺτϥϒϧ͕࿈࠯͕ͪ͠ • ίϯςφԽͯ͠ɺػೳ͝ͱʹখ͘͞෼͚ΔʢϚΠΫϩαʔϏεԽʣϝϦοτ ⚬ ҰͭͷػೳΛ௚ͯ͠΋ɺଞʹ͸Өڹͮ͠Β͘ͳΔ ⚬ ໰୊ͷ͋Δ෦෼͚ͩݸผʹमਖ਼ɾ࠶ىಈͰ͖Δ ⚬ খ͘͞෼͚Δ͜ͱͰɺ։ൃɾςετɾϦϦʔε΋଎͘ͳΔ ⚬ ඞཁͳ෦෼͚ͩ૿΍ͨ͠ΓॖΊͨΓͰ͖ΔʢεέʔϥϏϦςΟʣ PLAYER 2 HIGHSCORE 2500
18. ༻ޠ આ໌ RPGతͳ۩ମྫ ϞϊϦε ͢΂͕ͯҰͭʹ·ͱ·ͬͨେ͖ͳΞϓϦɻҰ͔ॴ ͷมߋ͕શମʹӨڹ͠΍͍͢ɻ ͻͱͭͷڊେͳ͓৓ɻͲ͔͜ͷนΛ௚͢ͱશମ͕ ༳Εͯ͠·͏ɻ Container ΞϓϦ΍ػೳΛখ͞ͳശʢೖΕ෺ʣʹ෼͚ͯಈ͔ ٕ͢ज़ɻ Ͳ͜Ͱ΋ಉ͡Α͏ʹಈ͘ɻ ͨ͘͞Μͷʮ༐׶ͳٍ࢜ஂʯɻͦΕͧΕͷ໾ׂΛ ࣋ͪɺ޷͖ͳ৔ॴͰઓ͑Δɻ ϚΠΫϩαʔϏε ػೳ͝ͱʹখ͞ͳαʔϏεʹ෼͚ͯ࡞Δઃܭํ ๏ɻಠཱͯ͠࡞ͬͨΓ௚ͨ͠ΓͰ͖Δɻ ͨ͘͞Μͷʮখ͞ͳՈʯ͕ू·ͬͨଜɻյΕͨՈ ͚ͩमཧ͢Ε͹0,ɻ εέʔϥϏϦςΟ ඞཁʹԠͯ͡ɺγεςϜͷن໛Λେ͖ͨ͘͠Γখ ͨ͘͞͠ΓͰ͖Δྗɻ ఢ͕૿͑ͨΒٍ࢜ஂͷਓ਺΋૿΍ͤΔɻฏ࿨ͳͱ ͖͸গਓ਺ͰकΔɻ ΦʔτεέʔϦϯά ར༻ऀ͕૿͑ͨΒࣗಈͰαʔόʔ਺Λ૿΍͢࢓૊ ΈɻݮͬͨΒݮΒͯ͠ίετઅ໿ɻ Ϟϯελʔͷ܈Ε͕དྷͨΒࣗಈͰʮ৽ٍ͍࢜͠ʯ ͕ঌשʂීஈ͸߇͑Ίͳฤ੒ɻ ༻ޠදʢίϯςφʣ
19. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ― LEGACY DRAGONΛଧͪ౗͠ɺԦࠃʹฏ࿨͕໭ͬͨ ― ͕ͩɺཱྀ͸·ͩऴΘΒͳ͍ɻ ࣍ͳΔ໨త஍͸,6#&3/&5&4Ԧࠃɻ
20. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ୈষ KubernetesԦࠃ
21. ͦ͜͸ɺແ਺ͷ$0/5"*/&3ٍ࢜ஂ͕׆༂͢Δ৽࣌୅ͷ৓࠹౎ࢢɻ KUBERNETESԦࠃͰ͸ʮٍ࢜ʢίϯςφʣʯ͕ͨͪࣗ༝ʹߦ͖དྷ͠ɺ KUBERNETESԦͷྗͰࣗಈతʹ഑උɾ૿һɾճ෮͕ͳ͞Ε͍ͯΔɻ ͔͠͠ɺԦࠃͰ͸৽ͨͳࢼ࿅͕଴ͪड͚͍ͯͨʕʕ
22. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ͋ͳͨ͸,6#&3/&5&4Ԧࠃʹ౸ண͠ɺ৽͍͠γεςϜͷӡ༻Λ೚͞Ε·ͨ͠ɻ ͱ͜Ζ͕ಥવɺར༻ऀ͕ٸ૿ʂɹ Ұ෦ͷٍ࢜ஂʢίϯςφʣ͕ർฐ࢝͠Ί͍ͯ·͢ɻ ͜͜Ͱ͋ͳͨ͸Ͳ͏ಈ͘΂͖ʁ
23. 01 12 07 Ұ෦ͷٍ࢜ஂʢίϯςφʣ͕ർฐ࢝͠Ίͯ ͍·͢ɻ ͜͜Ͱ͋ͳͨ͸Ͳ͏ಈ͘΂͖ʁ
24. ʢਖ਼ղʣ ΦʔτεέʔϦϯάΛ͓ئ͍͢Δ • KubernetesͰ͸ɺΞϓϦέʔγϣϯΛʮίϯςφʯͱ͍͏খ͞ͳ୯Ґʹ෼͚ͯ؅ཧ͠·͢ɻ • ͞Βʹɺ,VCFSOFUFTͷΦʔτεέʔϦϯάʢࣗಈεέʔϧௐ੔ʣػೳΛ࢖͑͹ ⚬ ΞΫηε͕૿͑ͨ࣌ɺࣗಈͰඞཁͳ͚ͩίϯςφΛ૿΍͢͜ͱ͕Ͱ͖·͢ ⚬ αʔόʔʹෛՙ͕͔͔Γ͗͢ΔͷΛ๷͗ɺαʔϏεΛࢭΊͣʹӡ༻Ͱ͖·͢ ⚬ ैདྷͷΑ͏ʹʮਓ͕ؾ͍ͮͯରԠʯ͢Δඞཁ͕ͳ͘ɺγεςϜશମͷ৴པੑ΋Ξοϓ͠·͢ • KubernetesʹΑΔӡ༻ͷࣗಈԽ͸ɺେن໛αʔϏεͰ΋࢖ΘΕ͍ͯ·͢ PLAYER 2 HIGHSCORE 2500
25. ༻ޠ આ໌ ۩ମྫ Kubernetes ίϯςφΛ·ͱΊͯࣗಈ؅ཧ͢ΔϓϥοτϑΥʔ Ϝɻ ࢦྩΛग़͢ʮ౷࣏ऀʯ ΦʔτεέʔϦϯά ෛՙʹԠͯࣗ͡ಈͰίϯςφ΍αʔόʔ਺Λ૿ݮ ͢Δ࢓૊Έɻ ٍ࢜ͷ૿һɾݮһ Pod 1ͭ·ͨ͸ෳ਺ͷίϯςφΛ·ͱΊͯಈ͔͢୯Ґɻ খୂύʔςΟ Service ֎෦΍ଞͷαʔϏεͱͷ௨৴ޱʢೖޱɾग़ޱʣɻ ৓໳ ReplicaSet ಉ͡ߏ੒ͷ1PEΛෳ਺ࣗಈͰ؅ཧ͢Δ࢓૊Έɻ ಉ͡૷උͷ෦ୂ ༻ޠදʢ,6#&3/&5&4ʣ
26. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ― KUBENETESԦͷྗΛआΓɺແࣄCONTAINERٍ࢜ஂΛ౷੍͢Δ͜ͱʹ੒ޭͨ͠ ― Ԧࠃͷ໳Λग़Δͱɺ໨ͷલʹ͸ ʮ$*$%ਆ఼ʯ΁ͷ·͙ͬ͢ͳಓ͕ଓ͍͍ͯͨɻ
27. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ୈষ CI/CDਆ఼
28. ͜͜͸$*$%ਆ఼ ಓ୺ʹ͸େ͖ͳҊ಺൘ཱ͕ͪɺ ʮ͜ͷઌɺ໎ΘͣਐΊ͹ࣗಈԽͷྗ͕खʹೖΔʯͱه͞Ε͍ͯΔɻ
29. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ̑ͭͷ؃൘ͷ࣭໰ʹର͠ɺਖ਼͍͠ͱࢥ͏ํ޲ʹਐΉ͜ͱʹͨ͠ ΋͠ਖ਼ղͷબ୒Ͱ͋ΔͳΒ͹ɺ࠷ޙʹ43&ݡऀʹग़ձ͑ΔͩΖ͏
30. 01 12 07 CIͱCDͷ“ओͳΰʔϧ”͸ʁ
31. ʢਖ਼ղʣ CI͸ίʔυ඼࣭ͷࣗಈݕূɺCD͸ਝ଎ ͔ͭ҆શͳϦϦʔε • CI͸ʮ։ൃऀ͕খ·ΊʹίʔυΛ౷߹͠ɺϏϧυ΍ςετΛࣗಈԽͯ͠඼࣭ΛकΔ࢓૊Έʯ ⚬ όά΍ίϯϑϦΫτͷ“ૣظൃݟ”͕࠷େͷ໨తɻ • CDʢܧଓతσϦόϦʔ/σϓϩΠϝϯτʣ͸ʮςετࡁΈͷίʔυΛɺຊ൪΍εςʔδϯά؀ڥ΁ਝ଎ɾ ҆શʹಧ͚Δϓϩηεʯ ⚬ σϦόϦʔʢ%FMJWFSZʣ͸“͍ͭͰ΋σϓϩΠՄೳͳঢ়ଶ”Λอͭ͜ͱ ⚬ σϓϩΠϝϯτʢ%FQMPZNFOUʣ͸“ࣗಈͰຊ൪ϦϦʔε·Ͱߦ͏”͜ͱΛࢦ͠·͢ɻ PLAYER 2 HIGHSCORE 2500
32. 01 12 07 CI/CDύΠϓϥΠϯΛઃܭ͢Δͱ͖ɺॏཁ ͳϙΠϯτ͸ͲΕʁ
33. ʢਖ਼ղʣ ϏϧυɾςετɾσϓϩΠ౳Λಠཱͨ͠ εςʔδ/δϣϒͰ෼͚Δ • 1ͭͷδϣϒʹશ෦٧ΊࠐΉͱɺࣦഊݪҼͷಛఆ͕೉͘͠ɺ࠶࣮ߦͷޮ཰΋མͪΔɻ • ϏϧυˠςετˠσϓϩΠͷΑ͏ʹʮ޻ఔ͝ͱʹ෼ׂʯ͢ΔͱɺͲ͜Ͱࣦഊ͔ͨ͠Ұ໨ྎવɻ ⚬ ·ͨฒྻ࣮ߦ΍Ωϟογϡ׆༻΋͠΍͘͢ͳΔɻ PLAYER 2 HIGHSCORE 2500
34. 01 12 07 ύΠϓϥΠϯͷ࣮ߦΛ“ࣗಈԽ”͢ΔτϦ Ψʔྫͱͯ͠ਖ਼͍͠΋ͷ͸ʁ
35. ʢਖ਼ղʣ ίʔυϦϙδτϦ΁ͷϓογϡ΍Ϛʔδ • CI/CDͷࣗಈԽͷຊ࣭͸ʮਓखΛհͣ͞ɺҰ؏ੑΛ࣋ͬͯಈ͔͢͜ͱʯɻ • Push΍ϚʔδͳͲͷ“ίʔυΠϕϯτ”͕τϦΨʔʹͳΔ͜ͱͰɺৗʹ࠷৽ͷঢ়ଶͰςετɾϏϧυ͕ճ Δɻ ⚬ खಈ΍ো֐͚࣌ͩͰ͸ࣗಈԽͷϝϦοτΛ׆͔͖͠Εͳ͍ɻ • λΠϚʔ࣮ߦʢεέδϡʔϧ࣮ߦʣ΋τϦΨʔͱͯ͠༗ޮͳ৔߹͋Γʢྫɿຖ൩όονॲཧʣ PLAYER 2 HIGHSCORE 2500
36. 01 12 07 CI/CDύΠϓϥΠϯͷ“એݴܕ”ͱ “खଓ͖ܕ”ͷҧ͍Ͱਖ਼͍͠ͷ͸ʁ
37. ʢਖ਼ղʣ એݴܕ͸“ԿΛ͢Δ͔”Λهड़͠ɺखଓ͖ ܕ͸“Ͳ͏΍Δ͔”Λهड़͢Δ • એݴܕύΠϓϥΠϯ͸ʮϏϧυˠςετˠσϓϩΠʯͷ“શମ૾ͱྲྀΕ”ΛγϯϓϧʹఆٛͰ͖Δɻ • खଓ͖ܕύΠϓϥΠϯ͸ʮ֤εςοϓͷࡉ͔͍ॲཧɾ৚݅෼ذʯͳͲ“΍Γํ”·Ͱॊೈʹ੍ޚ͍ͨ͠ͱ͖ ʹ༗ޮɻ • ͲͪΒʹ΋ڧΈ͕͋Γɺશମઃܭ͸એݴܕʴҰ෦͚ͩखଓ͖ܕͰิ͏ PLAYER 2 HIGHSCORE 2500
38. એݴܕ (Declarative) खଓ͖ܕ (Scripted) ॻ͖ํ ԿΛ͢Δ͔ Ͳ͏΍Δ͔ ࠶ར༻ੑ ߴ͍ ௿͍ อकੑ ߴ͍ ௿͍ʢෳࡶԽ͠΍͍͢ʣ ॊೈੑ ͋Δ੍͕ݶ͋Γ ඇৗʹߴ͍ ۩ମྫ Jenkins Declarative, Jenkins Scripted, GitHub Actions, CircleCI γΣϧεΫϦϓτ pipeline { agent any stages { stage('Build') { steps { sh 'make build' } } stage('Test') { steps { sh 'make test' } } stage('Deploy') { steps { sh 'make deploy' } } } } node { stage('Build') { sh 'make build' } stage('Test') { try { sh 'make test' } catch (e) { echo 'Tests failed!' throw e } } stage('Deploy') { sh 'make deploy' } } node { stage('Build') { sh 'make build' } stage('Test') { try { sh 'make test' } catch (e) { echo 'Tests failed!' throw e } } stage('Deploy') { sh 'make deploy' } એݴܕ74खଓ͖ܕ pipeline { agent any stages { stage('Build') { steps { sh 'make build' } } stage('Test') { steps { sh 'make test' } } stage('Deploy') { steps { sh 'make deploy' } }
39. ςʔϚ આ໌ ۩ମྫ CI vs CDͷҧ͍ CI: ඼࣭؅ཧ$%: ਝ଎ϦϦʔε CIɿ෢ث஁໶ͷ޻๪ʢ૷උΛ஁͑ΔʣCDɿ๯ݥग़ൃͷ ήʔτʢૉૣ͘๯ݥ΁ग़ൃʣ ύΠϓϥΠϯઃܭ ֤޻ఔͷಠཱੑࣦഊ࣌ͷ੾Γ෼͚΍͢͞ ֊૚͝ͱͷηʔϒϙΠϯτʢ᠘ʹ͔͔ͬͯ΋௚લ͔Β΍ Γ௚ͤΔʣ τϦΨʔɾࣗಈԽ ਓखΛݮΒ͠ਝ଎ˍҰ؏ੑ ࣗಈͰ։͘Ӆ͠൶ʢ༐ऀ͕͚ۙͮͩ͘Ͱ։͘ʣ એݴܕͱखଓ͖ܕ Մಡੑɾอकੑͷόϥϯε ஍ਤʢએݴܕʣʴຐ๏ॻͷढจʢखଓ͖ܕʣ ςετઓུ ଟ૚ςετʴࣗಈԽͰϦϦʔεલʹ඼࣭୲อ ૲ݪઓʢ୯ମʣˠύʔςΟʔઓʢ݁߹ʣˠϥεϘεલͷ ԋशʢ&&ʣ ηΩϡϦςΟࣗಈԽ ૣظݕ஌ˍमਖ਼ϦϦʔεલʹରࡦ ཱཱྀͪલͷ࣋ͪ෺ݕࠪʢढ͍΍ಟ਑ͷࣗಈνΣοΫʣ ·ͱΊදʢ$*/CDʣ
40. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ແࣄ$*$%ਆ఼Λಥഁͨ͋͠ͳͨ SREݡऀ͔ΒࣗಈԽͷྗΛ఻त͞Εͨʂ ࣍ͳΔ໨త஍ʕʕΫϥ΢υͷେ޿ؒ΁ͱਐΉɻ
41. ͪΐͬͱٳܜ
42. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ୈষ Ϋϥ΢υେ޿ؒ
43. ͦ͜ʹݱΕͨͷ͸ɺ೿खͳҥ૷ʹ਎ΛแΜͩ'JO0QTಓԽࢣɻ ൴͸ʹ͜΍͔ͳসإͰɺ͜͏ޠΓ͔͚ͯ͘Δɻ ʮΫϥ΢υͷੈքͰ͸ɺຐ๏ͷΑ͏ʹศརͳ൓໘ɺ ஌Βͳ͍͏ͪʹ“ΰʔϧυ”ʢ͓ۚʣ͕ͲΜͲΜফ͑ͯ͠·͏͜ͱ ΋ଟ͍Μͩɻ ܅͸ݶΒΕͨࢿݯͰԦࠃΛ๛͔ʹ͢Δํ๏ɺ஌͍ͬͯΔ͔ͳʁʯ
44. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ಓԽࢣ͸ɺΫϥ΢υͷ“ແବݣ͍”΍“͓ಘͳ࢖͍ํ”Λݏ͏ ͋ͳͨʹ஌ܙൺ΂ͷΫΠζΛग़͖ͯͨ͠
45. 01 12 07 ԦࠃͷαʔόʔΛຖ೔࢖͏༧ఆɺͲ͏ͨ͠ Βΰʔϧυʢඅ༻ʣΛઅ໿Ͱ͖Δ͔ͳʁ
46. ʢਖ਼ղʣ RESERVEDΠϯελϯε΍SPOTΠϯ ελϯεΛ׆༻͢Δ • ௕ظؒ࢖͏༧ఆͷαʔόʔ͸ɺ3FTFSWFEΠϯελϯεʢ௕ظܖ໿ʣ΍4QPUΠϯελϯεʢಛՁʣͷར༻ Ͱɺେ෯ʹίετΛ཈͑ΒΕ·͢ʂ ⚬ ReservedΠϯελϯε͸ʮ1೥/3೥୯ҐʯͳͲͰར༻Λ໿ଋ͢Δ͜ͱͰɺ௨ৗΑΓ͍҆Ձ֨Ͱಉ͡ αʔόʔΛ࢖͍ଓ͚ΒΕ·͢ɻ ⚬ SpotΠϯελϯε͸ʮ༨ͬͨϦιʔεʯΛҰ࣌తʹ҆ՁͰར༻Ͱ͖·͢ɻ ￭ ్ͨͩ͠தͰఀࢭ͞ΕΔϦεΫ͸͋Δ΋ͷͷɺҰ࣌తͳॲཧ΍ॊೈʹରԠͰ͖ΔϫʔΫϩʔυʹ ࠷దͰ͢ɻ PLAYER 2 HIGHSCORE 2500
47. 01 12 07 ͋Δ೔ɺಥવΫϥ΢υͷΰʔϧυফඅ͕ٸ ʹ૿͑ͯ͠·ͬͨʂ ͍ͪૣ͘ؾ෇ͨ͘Ίʹ࢖͑Δ࢓૊Έ͸ʁ
48. ʢਖ਼ղʣ ίετҟৗݕ஌ʢΞϊϚϦʔݕ஌ʣͷࣗ ಈΞϥʔτΛಋೖ͢Δ • ΞϊϚϦʔݕ஌πʔϧΛ࢖͏ͱɺաڈͷར༻ύλʔϯ͔Β֎Εͨٸܹͳίετ૿Ճ΍࢖ΘΕ͍ͯͳ͍Ϧ ιʔεͷٸ૿Λ͍ͪૣ͘ݕग़͠ɺΞϥʔτΛ্͛ͯ͘Ε·͢ɻ • ྫ͑͹ʮςετ؀ڥͷαʔόʔΛফ͠๨Εͯिؒಈ͖ͬͺͳ͠ʯͳͲɺ“΋͍ͬͨͳ͍ग़අ”ΛൃݟͰ͖· ͢ɻ • ͜ΕʹΑΓɺແବͳίετΛ࠷খݶʹ཈͑ɺԦࠃͷࢿۚΛ͔ͬ͠ΓकΔ͜ͱ͕Ͱ͖·͢ɻ PLAYER 2 HIGHSCORE 2500
49. ༻ޠ આ໌ ۩ମྫ FinOps Ϋϥ΢υͷίετΛ࠷దʹ؅ཧɾվળ͢Δߟ͑ํ΍׆ಈ ಓԽࢣ͕ΈΜͳͷΰʔϧυ؅ཧΛख఻͏ λά෇͚ Ϧιʔε͝ͱʹʮ༻్ʯ΍ʮ࣋ͪओʯͷϥϕϧΛ͚ͭΔ ࢓૊Έ ๅശʹʮ˓˓༻ʯͱϥϕϧΛషΔ ίετՄࢹԽ Ͳͷػೳɾ୭͕ͲΕ͚͓ͩۚΛ࢖͍ͬͯΔ͔Λ“ݟ͑Δ Խ”͢Δ͜ͱ Ԧࠃͷग़අா฽ΛΦʔϓϯʹ͢Δ Ϧιʔε੔ཧ ࢖͍ͬͯͳ͍αʔόʔ΍αʔϏεΛݟ͚ͭͯ࡟আɾఀࢭ ͢Δ͜ͱ ࢖Θͳ͍૔ݿ΍෢ثΛॲ෼ͯ͠ΰʔϧυઅ໿ Reserved/Spot ͓ಘͳʮ௕ظ༧໿ʯ΍ʮҰ࣌తͳಛՁར༻ʯͷྉۚϓϥ ϯ ఆظ݊Ͱཱྀ҆͘Λͨ͠ΓɺಛՁͷ॓Λ࢖͏ ΞϊϚϦʔݕ஌ ٸͳίετ૿ՃͳͲʮҟৗͳग़අʯΛࣗಈͰݟ͚ͭͯ஌ Βͤͯ͘ΕΔ࢓૊Έ ٸʹΰʔϧυ͕ݮͬͨΒಓԽࢣ͕ΞϥʔϜΛ ·ͱΊʢ'*/014ʣ
50. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ͢΂ͯͷ࣭໰ʹ౴͑ऴΘΔͱ FINOPSಓԽࢣ͸େ͖͘স͍ɺ ʮ͜ΕͰԦࠃ͸ίετͷຐ෺͔ΒकΒΕͨʂ͞ΒͳΔ๯ݥʹඋ͑Αʯͱɺ ஌ࣝͷๅശΛत͚Δɻ Ԧࠃͷࡒ੓΋7ࣈճ෮ͨ͠ɻ
51. PLAYER 2 PLAYER 1 HIGHSCORE 2500 ऴষ Ԧࠃͷ໷໌͚
52. ͜͏ͯ͢͠΂ͯͷࠔ೉ͱఢΛ৐Γӽ͑ͨ༐ऀύʔςΟʔɻ Ԧࠃʹ͸ʮ҆ఆੑʢ43&ʣ×ߴ଎ϦϦʔεʢ$*/CDʣ×ίετ࠷ దԽʢ'JO0QTʣʯͱ͍͏ࡾछͷਆث͕ἧ͍ɺ ٕज़ऀͨͪ͸ϫΫϫΫ͢Δ৽ͨͳ๯ݥ΁ͱཱཱྀͭɻ Ϋϥ΢υωΠςΟϒͷே೔͕ԦࠃΛরΒ͠ɺ ʮબ୒ͱ޻෉ʯ͕ະདྷΛ੾Γ୓͘͜ͱΛɺ୭΋͕৴͡Δੈքʹ ͳͬͨŠŠ Ԧࠃͷ໷໌͚ɻ͋ͳͨͷ෺ޠ͸ɺ͔͜͜Β·ͨ࢝·Δɻ
53. Έͳ͞Μɺ Կ໰ਖ਼ղͨ͠Ͱ͠ΐ͏͔ʁ
54. શ໰ਖ਼ղͷਓʂ ͓ΊͰͱ͏͍͟͝·͢ʂ ͥͻͪΎΒϒʔεʹདྷͯ ޠΓ߹͍·͠ΐ͏ʂ
55. ̍ɺ̎ϛεͷਓʂ ໰୊ͷղऍͷҧ͍͕ ͔͋ͬͨ΋͠Εͳ͍Ͱ͢ʂ ͥͻͪΎΒϒʔεʹདྷͯ FB͍ͩ͘͞ʂ
56. ৭ʑؒҧ͑ͨਓʂ ৳ͼ͠Ζ͕͋Γ·͢ʂ ͥͻͪΎΒϒʔεʹདྷͯ ৳ͼ͠ΖΛݟ͚͍ͤͭͯͩ͘͞ʂ
57. ڧ͍ਓ΋৳ͼ͠Ζ͋Δਓ΋ શһू·Εʂ Cloud Nativeʹ͍ͭͯ ޠΓ߹͍·͠ΐ͏ʂ