「そのコンテナ、安全ですか？」〜AWS x DevSecOpsで実践するコンテナセキュリティ〜 / Is that container safe?

2020-10-20 AWS DevDay Online Japanでの登壇資料になります。
https://aws.amazon.com/jp/about-aws/events/2020/devday/

# AWSご担当者様より承諾頂いた上でアップロードしています

Transcript

1. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with 「そのコンテナ、安全ですか？」 〜AWS x DevSecOpsで実践するコンテナセキュリティ〜 C - 4 新井 雅也 - Masaya ARAI 株式会社野村総合研究所 – Nomura Research Institute, Ltd.
2. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ৽Ҫ խ໵ r .BTBZB
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3. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with Agenda なぜ DevSecOps が求められるのか？ DevSecOps を実現するためのプラクティスとツール AWS × DevSecOps の歩み寄り方 よりセキュアなコンテナ運用を目指して まとめ
4. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with
5. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
   ͷඞཁੑΛ͓࿩͢ΔલʹɺલఏΛ੔ཧ͍ͯ͘͠ %FW0QT ͱ͸ʁ %FW0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝ %FW4FD0QT ͱ͸ʁ %FW4FD0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝
6. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
   ͷඞཁੑΛ͓࿩͢ΔલʹɺલఏΛ੔ཧ͍ͯ͘͠ %FW0QT ͱ͸ʁ %FW0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝ %FW4FD0QT ͱ͸ʁ %FW4FD0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝
7. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
   ͸։ൃνʔϜͱӡ༻νʔϜ͕ڠྗͯ͠ϏδωεՁ஋ΛߴΊΔ׆ಈͷ֓೦ ݫີͳఆٛ͸ଘࡏ͠ͳ͍͕ɺ%FW0QT
   ͸૊৫ͷจԽɺϓϥΫςΟεɺπʔϧͰߏ੒ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ ͳͥ %FW4FD0QT
   ͕ٻΊΒΕΔͷ͔ʁ 
   %FW0QT
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8. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
   ͸։ൃνʔϜͱӡ༻νʔϜ͕ڠྗͯ͠ϏδωεՁ஋ΛߴΊΔ׆ಈͷ֓೦ ݫີͳఆٛ͸ଘࡏ͠ͳ͍͕ɺ%FW0QT
   ͸૊৫ͷจԽɺϓϥΫςΟεɺπʔϧͰߏ੒ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ ΞδϟΠϧ $*$%
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   ॎׂΓ ͳͥ %FW4FD0QT
   ͕ٻΊΒΕΔͷ͔ʁ 
   %FW0QT
   ͱ͸ʁ
9. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
   ͷඞཁੑΛ͓࿩͢ΔલʹɺલఏΛ੔ཧ͍ͯ͘͠ %FW0QT ͱ͸ʁ %FW0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝ %FW4FD0QT ͱ͸ʁ %FW4FD0QT
   ͕ ඞཁͱ͞ΕΔ ཧ༝
10. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW0QT
    ͕ඞཁͱ͞ΕΔཧ༝ *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
    %9 ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ
11. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW0QT
    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε ։ൃఏڙ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
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12. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
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    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ *5
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13. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
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    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ *5
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14. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ *5
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15. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ར༻ऀʹ Ձ஋ͷ͋Δ ಺༰Λ ૉૣ͘ఏڙ ͢Δ͜ͱ͕ॏཁ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
    %9
16. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
    ͸ඞཁ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW0QT
    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ར༻ ར༻ऀʹ Ձ஋ͷ͋Δ ಺༰Λ ૉૣ͘ఏڙ ͢Δ͜ͱ͕ॏཁ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ։ൃఏڙ ϑΟʔυόοΫ *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
    %9
17. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
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    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW0QT
    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ར༻ ར༻ऀʹ Ձ஋ͷ͋Δ ಺༰Λ ૉૣ͘ఏڙ ͢Δ͜ͱ͕ॏཁ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ։ൃఏڙ ϑΟʔυόοΫ %FW #VJME
    
    5FTU
    
    3FMFBTF 0QT .POJUPS
    
    1MBO *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
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18. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with มԽʹରͯ͠ॊೈ͔ͭ඼࣭ͷྑ͍αʔϏεΛఏڙ͢ΔͨΊʹ %FW0QT
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    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ར༻ऀʹ Ձ஋ͷ͋Δ ಺༰Λ ૉૣ͘ఏڙ ͢Δ͜ͱ͕ॏཁ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ %FW0QT
    ͸ %9
    ͷΞδϦςΟΛߴΊΔͨΊͷॏཁͳཁૉ %FW #VJME
    
    5FTU
    
    3FMFBTF 0QT .POJUPS
    
    1MBO *5
    ͸ޮ཰Խͷखஈ͚ͩͰ͸ͳࠩ͘ผԽͷखஈ 
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19. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
    ͷඞཁੑΛ͓࿩͢ΔલʹɺલఏΛ੔ཧ͍ͯ͘͠ %FW0QT ͱ͸ʁ %FW0QT
    ͕ ඞཁͱ͞ΕΔ ཧ༝ %FW4FD0QT ͱ͸ʁ %FW4FD0QT
    ͕ ඞཁͱ͞ΕΔ ཧ༝
20. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
    ʹηΩϡϦςΟΛڠௐͤ͞Δͷ͕ %FW4FD0QT %FW0QT
    ͱಉ༷ʹ૊৫ͷจԽɺϓϥΫςΟεɺπʔϧΛηΩϡϦςΟͷ໨ઢͰऔΓೖΕΔ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW4FD0QT
    ͱ͸ʁ
21. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
    ʹηΩϡϦςΟΛڠௐͤ͞Δͷ͕ %FW4FD0QT %FW0QT
    ͱಉ༷ʹ૊৫ͷจԽɺϓϥΫςΟεɺπʔϧΛηΩϡϦςΟͷ໨ઢͰऔΓೖΕΔ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ ͳͥ %FW4FD0QT
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    ͱ͸ʁ γϑτϨϑτɺ $*$%
    ౳ 044
    ౳ શһ͕ηΩϡϦςΟʹ ੹຿Λ࣋ͭ
22. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
    ͷඞཁੑΛ͓࿩͢ΔલʹɺલఏΛ੔ཧ͍ͯ͘͠ %FW0QT ͱ͸ʁ %FW0QT
    ͕ ඞཁͱ͞ΕΔ ཧ༝ %FW4FD0QT ͱ͸ʁ %FW4FD0QT
    ͕ ඞཁͱ͞ΕΔ ཧ༝
23. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ηΩϡϦςΟΠϯγσϯτ͸ϏδωεͷࠜװΛ༳Δ͕͢͜ͱʹͳΓ͔Ͷͳ͍ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ
24. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ηΩϡϦςΟΠϯγσϯτ͸ϏδωεͷࠜװΛ༳Δ͕͢͜ͱʹͳΓ͔Ͷͳ͍ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW4FD0QT
    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ։ൃఏڙ ར༻ ϑΟʔυόοΫ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ੬ऑੑ౳ʹΑΔ߈ܸ ݸਓ৘ใ΍ػີ৘ใͷࡡऔ ෆਖ਼ͳૢ࡞౳ʹΑΔͳΓ͢·͠
25. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ηΩϡϦςΟΠϯγσϯτ͸ϏδωεͷࠜװΛ༳Δ͕͢͜ͱʹͳΓ͔Ͷͳ͍ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ վળ͕Ͱ͖ͳ͍ ར༻͞Ε ͳ͘ͳΔ ϑΟʔυόοΫ͕ಘΒΕͳ͘ͳΔ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ੬ऑੑ౳ʹΑΔ߈ܸ ݸਓ৘ใ΍ػີ৘ใͷࡡऔ ෆਖ਼ͳૢ࡞౳ʹΑΔͳΓ͢·͠
26. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ϑΟʔυόοΫ͕ಘΒΕͳ͘ͳΔ վળ͕Ͱ͖ͳ͍ ηΩϡϦςΟΠϯγσϯτ͸ϏδωεͷࠜװΛ༳Δ͕͢͜ͱʹͳΓ͔Ͷͳ͍ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
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    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ ར༻͞Ε ͳ͘ͳΔ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ੬ऑੑ౳ʹΑΔ߈ܸ ݸਓ৘ใ΍ػີ৘ใͷࡡऔ ෆਖ਼ͳૢ࡞౳ʹΑΔͳΓ͢·͠ %FW
    º 4FD #VJME
    
    5FTU
    
    3FMFBTF 0QT
    º 4FD .POJUPS
    
    1MBO
27. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ηΩϡϦςΟΠϯγσϯτ͸ϏδωεͷࠜװΛ༳Δ͕͢͜ͱʹͳΓ͔Ͷͳ͍ ͳͥ %FW4FD0QT
    ͕ٻΊΒΕΔͷ͔ʁ 
    %FW4FD0QT
    ͕ඞཁͱ͞ΕΔཧ༝ ۚ༥ػؔɺ 'JOUFDI
    اۀͳͲ 'JOUFDI
    αʔϏε αʔϏεར༻ऀ վળ͕Ͱ͖ͳ͍ ར༻͞Ε ͳ͘ͳΔ ϑΟʔυόοΫ͕ಘΒΕͳ͘ͳΔ ˞ొஃऀ͸ओʹۚ༥ۀքͷ͓٬༷Λ୲౰͓ͯ͠Γɺ ͜͜Ͱ͸ 'JOUFDI
    αʔϏεΛྫʹ͝঺հ͍ͯ͠·͢ɻ ੬ऑੑ౳ʹΑΔ߈ܸ ݸਓ৘ใ΍ػີ৘ใͷࡡऔ ෆਖ਼ͳૢ࡞౳ʹΑΔͳΓ͢·͠ %FW
    º 4FD #VJME
    
    5FTU
    
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31. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
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32. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
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33. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͔ΒίϯςφΠϝʔδʹؚ·ΕΔϦεΫΛ၆ᛌͯ͠ΈΔ %FW4FD0QT
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    ϦεΫ ΞϝϦΧࠃཱඪ४ٕज़ݚڀॴʢ/*45ʣ͕ఏڙ͢ΔίϯςφͷϦεΫͱରࡦ಺༰Λ·ͱΊͨ΋ͷ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
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    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻
34. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
    ϦεΫ ΞϝϦΧࠃཱඪ४ٕज़ݚڀॴʢ/*45ʣ͕ఏڙ͢ΔίϯςφͷϦεΫͱରࡦ಺༰Λ·ͱΊͨ΋ͷ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
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    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ ࠓճରॲΛ໨ࢦ͢ϦεΫ ʙ
    ͸ޙड़ͷτϐοΫʹͯɻ /*45
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    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
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36. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
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37. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ IUUQTDMPVETFDVSJUZBMMJBODFPSHBSUJGBDUTEFWTFDPQTBVUPNBUJPO ˞্ه͸ҎԼ಺༰Λࢀߟʹొஃऀ͕ಠࣗʹ௥هͨ͠΋ͷɻ ˞঎༻πʔϧΛؚΊΔͱ͞Βʹࡉ෼Խ͞ΕΔ͕ɺ ͜͜Ͱ͸جຊతͳ಺༰ͷΈྻڍ͍ͯ͠Δɻ %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
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38. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ IUUQTDMPVETFDVSJUZBMMJBODFPSHBSUJGBDUTEFWTFDPQTBVUPNBUJPO ˞্ه͸ҎԼ಺༰Λࢀߟʹొஃऀ͕ಠࣗʹ௥هͨ͠΋ͷɻ ˞঎༻πʔϧΛؚΊΔͱ͞Βʹࡉ෼Խ͞ΕΔ͕ɺ ͜͜Ͱ͸جຊతͳ಺༰ͷΈྻڍ͍ͯ͠Δɻ %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
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39. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ IUUQTDMPVETFDVSJUZBMMJBODFPSHBSUJGBDUTEFWTFDPQTBVUPNBUJPO ˞্ه͸ҎԼ಺༰Λࢀߟʹొஃऀ͕ಠࣗʹ௥هͨ͠΋ͷɻ ˞঎༻πʔϧΛؚΊΔͱ͞Βʹࡉ෼Խ͞ΕΔ͕ɺ ͜͜Ͱ͸جຊతͳ಺༰ͷΈྻڍ͍ͯ͠Δɻ %FW4FD0QT
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40. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
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41. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ IUUQTDMPVETFDVSJUZBMMJBODFPSHBSUJGBDUTEFWTFDPQTBVUPNBUJPO ˞্ه͸ҎԼ಺༰Λࢀߟʹొஃऀ͕ಠࣗʹ௥هͨ͠΋ͷɻ ˞঎༻πʔϧΛؚΊΔͱ͞Βʹࡉ෼Խ͞ΕΔ͕ɺ ͜͜Ͱ͸جຊతͳ಺༰ͷΈྻڍ͍ͯ͠Δɻ %FW4FD0QT
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42. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφࢹ఺ͰඞཁͳηΩϡϦςΟରࡦΛ၆ᛌͯ͠ΈΔ #VJME 5FTU 3FMFBTF .POJUPS 1MBO ίϯςφ ࢹ఺Ͱɻ IUUQTDMPVETFDVSJUZBMMJBODFPSHBSUJGBDUTEFWTFDPQTBVUPNBUJPO ˞্ه͸ҎԼ಺༰Λࢀߟʹొஃऀ͕ಠࣗʹ௥هͨ͠΋ͷɻ ˞঎༻πʔϧΛؚΊΔͱ͞Βʹࡉ෼Խ͞ΕΔ͕ɺ ͜͜Ͱ͸جຊతͳ಺༰ͷΈྻڍ͍ͯ͠Δɻ ࣗಈԽՄೳͳ؍఺ %FW4FD0QT
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43. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with IBEPMJOU
    
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44. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with IBEPMJOU
    
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45. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %PDLMF 㾎 044
    Ͱఏڙ͞Ε͍ͯΔίϯςφΠϝʔδνΣοΫπʔϧ 㾎 ίϯςφΠϝʔδͷϕετϓϥΫςΟενΣοΫͱ $*4
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46. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %PDLMF $*4
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47. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with 5SJWZ 㾎 "RVB
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    )VC %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
    ରࡦ
52. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with Ұ෦ϦεΫʹର֤ͯ͠πʔϧΛۦ࢖ͯ͠ίϯςφηΩϡϦςΟΛߴΊΔ %FW4FD0QT
    Λ࣮ݱ͢ΔͨΊͷϓϥΫςΟεͱπʔϧ 
    ରࡦ ߲൪ ߲໨ ରࡦ  Πϝʔδͷ੬ऑੑ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑ ੑΛؚΜͩΠϝʔδΛσϓϩ Π͠ͳ͍Α͏ʹ͢Δ  Πϝʔδͷઃఆෆඋ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ৴པ͞ΕͨΠϝʔδ΍Ϩδε τϦΛར༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱ อଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ৴པ͞ΕͨΠϝʔδ΍Ϩδε τϦΛར༻͢Δ ੬ऑੑεΩϟϯ %PDLFSGJMFνΣοΫ ϕετϓϥΫςΟε νΣοΫ ੬ऑੑͷ؅ཧ ϦεΫ ରࡦ
53. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with
54. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
    ʹηΩϡϦςΟΛڠௐͤ͞Δͷ͕ %FW4FD0QT %FW0QT
    ͱಉ༷ʹ૊৫ͷจԽɺϓϥΫςΟεɺπʔϧΛηΩϡϦςΟͷ໨ઢͰऔΓೖΕΔ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ γϑτϨϑτɺ $*$%
    ౳ 044
    ౳ શһ͕ηΩϡϦςΟʹ ੹຿Λ࣋ͭ ࠶ʑܝ
55. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %FW0QT
    ʹηΩϡϦςΟΛڠௐͤ͞Δͷ͕ %FW4FD0QT %FW0QT
    ͱಉ༷ʹ૊৫ͷจԽɺϓϥΫςΟεɺπʔϧΛηΩϡϦςΟͷ໨ઢͰऔΓೖΕΔ IUUQTBXTBNB[PODPNKQEFWPQTXIBUJTEFWPQT ˞ਤͷҰ෦ΛҾ༻ γϑτϨϑτɺ $*$%
    ౳ 044
    ౳ શһ͕ηΩϡϦςΟʹ ੹຿Λ࣋ͭ ࠶ʑܝ º "84
    $*$%
    ܥαʔϏεͰ͋Δ $PEF
    γϦʔζ΁ͷ૊ΈࠐΈΛݕ౼ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ
56. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "NB[PO
    &$4
    
    'BSHBUF
    Λϕʔεͱͯ͠ $*$%
    ΛΠϯςάϨʔγϣϯ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ
57. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "NB[PO
    &$4
    
    'BSHBUF
    Λϕʔεͱͯ͠ $*$%
    ΛΠϯςάϨʔγϣϯ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ Πϝʔδϓογϡ
58. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "NB[PO
    &$4
    
    'BSHBUF
    Λϕʔεͱͯ͠ $*$%
    ΛΠϯςάϨʔγϣϯ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ
59. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "NB[PO
    &$4
    
    'BSHBUF
    Λϕʔεͱͯ͠ $*$%
    ΛΠϯςάϨʔγϣϯ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ
60. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "NB[PO
    &$4
    
    'BSHBUF
    Λϕʔεͱͯ͠ $*$%
    ΛΠϯςάϨʔγϣϯ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ
61. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
62. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
63. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
64. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
65. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
66. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
67. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ϏϧυɾςετϑΣʔζΛ୲͏ $PEF#VJME
    ʹ 044
    ΛγϑτϨϑτͰ૊ΈࠐΉ
68. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with 4FDVSJUZ
    )VC
    ͱ౷߹ͯ͠ܧଓతͳηΩϡϦςΟϞχλϦϯάʹඋ͑Δ "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ಺෦ϓϩάϥϜ࣮ߦʹΑΓ 4FDVSJUZ
    )VC
    ʹ JNQPSU
69. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ಺෦ϓϩάϥϜ࣮ߦʹΑΓ 4FDVSJUZ
    )VC
    ʹ JNQPSU ϝϯόʔγοϓʹΑΔηΩϡϦςΟ৘ใΛू໿ 4FDVSJUZ
    )VC
    ͱ౷߹ͯ͠ܧଓతͳηΩϡϦςΟϞχλϦϯάʹඋ͑Δ
70. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with "84
    º %FW4FD0QT
    ΁ͷาΈدΓํ ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMFʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ಺෦ϓϩάϥϜ࣮ߦʹΑΓ 4FDVSJUZ
    )VC
    ʹ JNQPSU ϝϯόʔγοϓʹΑΔηΩϡϦςΟ৘ใΛू໿ ϞχλϦϯά ϫʔΫϑϩʔߋ৽ 4FDVSJUZ
    )VC
    ͱ౷߹ͯ͠ܧଓతͳηΩϡϦςΟϞχλϦϯάʹඋ͑Δ
71. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with
72. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͷͦͷଞΠϝʔδϦεΫʹͲ͏ཱͪ޲͔͏͔ʁ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͦͷଞͷ ʙ
    ͸ଞͷ "84
    αʔϏεͱͷ࿈ܞ΍ݸผରԠͰຬ͍͔ͨͯ͠ͳ͚Ε͹ͳΒͳ͍ɻ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
    SPPU
    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ $*$%
    ͱ 044
    Λ׆༻͢Δ͜ͱͰରԠ ࠶ܝ
73. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͷͦͷଞΠϝʔδϦεΫʹͲ͏ཱͪ޲͔͏͔ʁ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͦͷଞͷ ʙ
    ͸ଞͷ "84
    αʔϏεͱͷ࿈ܞ΍ݸผରԠͰຬ͍͔ͨͯ͠ͳ͚Ε͹ͳΒͳ͍ɻ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
    SPPU
    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ $*$%
    ͱ 044
    Λ׆༻͢Δ͜ͱͰରԠ ࠶ܝ
74. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ൿີ৘ใ͸ 4FDSFUT
    .BOBHFS
    Λ׆༻͢Δ͜ͱͰ֎෦͔Β஫ೖ͢Δɻ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ίϯςφ Πϝʔδ ίϯςφ಺ʹൿີ৘ใΛฏจͰຒΊࠐΉͱෆਖ਼ʹೖख͞ΕΔϦεΫ͕հࡏɻ
75. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ൿີ৘ใ͸ 4FDSFUT
    .BOBHFS
    Λ׆༻͢Δ͜ͱͰ֎෦͔Β஫ೖ͢Δɻ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ίϯςφ Πϝʔδ ѱҙͷ͋Δ Ϣʔβ ίϯςφ಺ʹൿີ৘ใΛฏจͰຒΊࠐΉͱෆਖ਼ʹೖख͞ΕΔϦεΫ͕಺ࡏɻ
76. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ൿີ৘ใ͸ 4FDSFUT
    .BOBHFS
    Λ׆༻͢Δ͜ͱͰ֎෦͔Β஫ೖ͢Δɻ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ &$4
    λεΫఆ͔ٛΒ֎෦ΫϨσϯγϟϧ৘ใΛࢦఆ͢Δ͜ͱͰ҆શʹ৘ใΛࢀরͰ͖Δɻ λεΫఆٛ 71$ &OEQPJOUT $SFEFOUJBMT ίϯςφ Πϝʔδ λεΫఆٛ 71$ &OEQPJOUT $SFEFOUJBMT ίϯςφ Πϝʔδ ѱҙͷ͋Δ Ϣʔβ
77. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͷͦͷଞΠϝʔδϦεΫʹͲ͏ཱͪ޲͔͏͔ʁ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͦͷଞͷ ʙ
    ͸ଞͷ "84
    αʔϏεͱͷ࿈ܞ΍ݸผରԠͰຬ͍͔ͨͯ͠ͳ͚Ε͹ͳΒͳ͍ɻ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
    SPPU
    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ $*$%
    ͱ 044
    Λ׆༻͢Δ͜ͱͰରԠՄೳ ࠶ܝ
78. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͷͦͷଞΠϝʔδϦεΫʹͲ͏ཱͪ޲͔͏͔ʁ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͦͷଞͷ ʙ
    ͸ଞͷ "84
    αʔϏεͱͷ࿈ܞ΍ݸผରԠͰຬ͍͔ͨͯ͠ͳ͚Ε͹ͳΒͳ͍ɻ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
    SPPU
    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ $*$%
    ͱ 044
    Λ׆༻͢Δ͜ͱͰରԠՄೳ ࠶ܝ
79. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ѱҙͷ͋ΔίϯςφΠϝʔδͷར༻Λ๷͙ͨΊʹॺ໊Λ׆༻͢Δ
80. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͜ͷΠϝʔδ͸৴པͰ͖Δɾɾɾʁ ϕʔεΠϝʔδ ѱҙͷ͋ΔίϯςφΠϝʔδͷར༻Λ๷͙ͨΊʹॺ໊Λ׆༻͢Δ
81. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ѱҙͷ͋ΔίϯςφΠϝʔδͷར༻Λ๷͙ͨΊʹॺ໊Λ׆༻͢Δ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ϕʔεΠϝʔδ QVMM
    
    QVTI
    ࣌ʹ Πϝʔδʹର͢Δ ॺ໊Λݕূ ؀ڥม਺ %0$,&3@$0/5&/5@53645 Ληοτ͢Δ͜ͱͰॺ໊ͷݕূΛ࣮ࢪ ४ڌνΣοΫ %PDLFS
    $POUFOU
    5SVTU
    %$5
    Λར༻͢Δ͜ͱͰɺΠϝʔδͷͳΓ͢·͠ͱվ͟Μ͔ΒอޢՄೳ
82. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with %PDLMF $*4
    ϕϯνϚʔΫͰ΋ %$5
    ͷ༗ޮԽ͸νΣοΫର৅ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ࠶ܝ
83. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ pull 対象の dockerhub は DCT 利用可能だが、push 対象の ECR は未対応 ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ϕʔεΠϝʔδ &$3
    ͷ৔߹ɺ%$5
    Λແޮʹ͢Δ ॺ໊͞Εͨίϯςφͷ QVTI
    ͕ෆՄ
84. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ pull 対象の dockerhub は DCT 利用可能だが、push 対象の ECR は未対応 ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ϕʔεΠϝʔδ &$3
    ͷ৔߹ɺ%$5
    Λແޮʹ͢Δ ॺ໊͞Εͨίϯςφͷ QVTI
    ͕ෆՄ IUUQTHJUIVCDPNBXTDPOUBJOFST SPBENBQQSPKFDUT ˞ࢀߟ
85. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ϕʔεΠϝʔδ 代替その１：pull の時だけ DCT を有効にする &$3
    ʹ QVTI
    ͢Δલʹ%$5ΛແޮԽ͢Δ͜ͱͰΤϥʔΛճආͰ͖Δ %$5
    ༗ޮԽ %$5
    ແޮԽ
86. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ίϯςφ Πϝʔδ ίϯςφ Πϝʔδ λεΫఆٛ Πϝʔδϓογϡ σϓϩΠࢦࣔ Πϝʔδऔಘ ίϯςφσϓϩΠ IBEPMJOU
    ʹΑΔ %PDLFSGJMF
    νΣοΫ ΞϓϦέʔγϣϯͷ Ϗϧυ 
    ςετ ίϯςφΠϝʔδͷ Ϗϧυ EPDLMF
    ʹΑΔ ϕετϓϥΫςΟε νΣοΫ USJWZ
    ʹΑΔ ΠϝʔδεΩϟϯ ϓϥΠϕʔτ ϨδετϦ΁ͷ Πϝʔδొ࿥ 代替その２：DCT は利用せずに事前に信頼済みのベースイメージを作成する ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ϕʔεΠϝʔδ ݸผͷϕʔεΠϝʔδΛࣄલݕূ͓ͯ͘͠ ৴པࡁΈͱΈͳ͢ $*4%*
    ͷ νΣοΫΛআ֎ ࣄલʹϕʔεΠϝʔδΛ࡞੒
87. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with /*45
    41
    ͷͦͷଞΠϝʔδϦεΫʹͲ͏ཱͪ޲͔͏͔ʁ ΑΓηΩϡΞͳίϯςφӡ༻Λ໨ࢦͯ͠ ͦͷଞͷ ʙ
    ͸ଞͷ "84
    αʔϏεͱͷ࿈ܞ΍ݸผରԠͰຬ͍͔ͨͯ͠ͳ͚Ε͹ͳΒͳ͍ɻ ߲൪ ߲໨ ϦεΫ಺༰ ରࡦ  Πϝʔδͷ੬ऑੑ Πϝʔδ಺ίϯϙʔωϯτͷηΩϡ ϦςΟΞοϓσʔτ࿙Ε౳ʹΑΓɺ ੬ऑੑؚ͕·Ε͍ͯΔ ੬ऑੑΛഉআ͢Δɺ͔ͭ੬ऑੑΛؚΜ ͩΠϝʔδΛσϓϩΠ͠ͳ͍Α͏ʹ͢ Δ  Πϝʔδͷઃఆෆඋ Πϝʔδͷઃఆ͕ෆద੾Ͱ͋Δ ྫ
    SPPU
    ϢʔβʹΑΔ࣮ߦ ϕετϓϥΫςΟεʹैͬͨ Πϝʔδ࡞੒Λߦ͏  ຒΊࠐ·ΕͨϚϧ΢ΣΞ ѱҙͷ͋ΔϑΝΠϧ͕Πϝʔδʹؚ ·Ε͍ͯΔ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ  ຒΊࠐ·Εͨฏจͷൿີ৘ใ ΠϝʔδϑΝΠϧ಺ʹ༧Ίൿີ৘ใ ΛฏจͰؚΜͰ͠·͏͜ͱͰɺηΩ ϡϦςΟϦεΫ͕ੜ͡Δ ൿີ৘ใΛΠϝʔδͷ֎෦Ͱอଘ͢Δ  ৴པͰ͖ͳ͍Πϝʔδͷ࢖༻ ֎෦ͷ৴པͰ͖ͳ͍ΠϝʔδΛར༻ ͯ͠͠·͏ ৴པ͞ΕͨΠϝʔδ΍ϨδετϦΛར ༻͢Δ IUUQTOWMQVCTOJTUHPWOJTUQVCT4QFDJBM1VCMJDBUJPOT/*4541QEG ˞ίϯςφΠϝʔδʹؔ͢Δ಺༰ΛҰ෦Ҿ༻ $*$%
    ͱ 044
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89. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with ·ͱΊ 㾎 %FW4FD0QT
    ͸૊৫ͷจԽɺϓϥΫςΟεɺπʔϧʹηΩϡϦςΟΛڠௐͤͨ͞΋ͷ 㾎 044
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    41
    ͱরΒ͠߹ΘͤͨରԠ͕Մೳ
90. Thank you! © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. In Partnership with Masaya ARAI @msy78