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AWS Summit Tokyo 2018 gumi Inc. が目指す Less DevOps, More Code -運用を削減して, もっとコードを書こう!!-

AWS Summit Tokyo 2018 gumi Inc. が目指す Less DevOps, More Code -運用を削減して, もっとコードを書こう!!-

gumi では監視ポイント1200以上に及ぶ大規模なインフラ環境を5名のインフラエンジニアが支えています.
2010 年から 8 年間, AWS 活用の最善手を模索し続け, 拡大する事業に合わせながら社内のインフラ提供チームを改善し続けてきた経験をもとに, AWS 活用の要がオペレーションのコード化であることや, それをなす技術や組織の在り方などを解説します.

cooldaemon

June 01, 2018
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  1. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    Less DevOps, More Code
    ʙӡ༻Λ࡟ݮͯ͠ ΋ͬͱίʔυΛॻ͜͏ʙ
    AWS Summit Tokyo 2018 Day 3
    HVNJ*OD͕໨ࢦ͢ʜ
    ೥݄೔
    HVNJ*OD$50زాխਔ

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  2. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ձࣾ঺հ

    View Slide

  3. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ձࣾ঺հ
    ւ֎ల։
    ઃཱ ೥݄೔
    ࠃ಺ࢠձࣾ ࣾ
    ւ֎ࢠձࣾ ࣾ
    ઃཱ ೥݄೔
    ࠃ಺ࢠձࣾ ࣾ
    ւ֎ࢠձࣾ ࣾ
    ˞೥݄ݱࡏ

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  4. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ձࣾ঺հ
    αʔόαΠυٕज़
    Πϯϑϥ
    ڞ௨αʔϏε
    ೝূ ՝ۚ ϩάऩू πʔϧ܈

    "1*

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  5. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ձࣾ঺հ
    αʔόαΠυٕज़
    Πϯϑϥ ˡ࢖༻ྺ
    ೥Ҏ্
    ڞ௨ج൫
    ೝূ ՝ۚ ϩάऩू πʔϧ܈

    "1*

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  6. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ձࣾ঺հ
    gumi TECH Drinkup
    https://gumitech.connpass.com/event/84157/
    ٕज़৘ใΛڞ༗͢ΔҿΈձ
    ୈҰճ͸ ࢀՃऀΛืूத

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  7. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࣗݾ঺հ

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  8. $PQZSJHIU $
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    ࣗݾ঺հ
    زాխਔ
    ͍ͨ͘ ·͞ͻͱ
    زాխਔ
    ͍ͨ͘ ·͞ͻͱ
    HVNJ*OD$50 ݉ϘʔυήʔϜΫϥϒ෦௕
    +BQBO&MJYJS"TTPDJBUJPOཧࣄ
    *%DPPMEBFNPO
    HVNJ*OD$50 ݉ϘʔυήʔϜΫϥϒ෦௕
    +BQBO&MJYJS"TTPDJBUJPOཧࣄ
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    ೥݄
    ύιίϯ௨৴

    αʔό ΫϥΠΞϯτ ϓϩτίϧઃܭ

    ೥݄
    ύιίϯ௨৴

    αʔό ΫϥΠΞϯτ ϓϩτίϧઃܭ

    ೥݄
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    8FCΤϯδχΞ

    ೥݄
    ϙʔλϧαΠτ

    8FCΤϯδχΞ

    ೥݄
    ΫϨδοτΧʔυ

    ܾࡁͷ୺຤΍αʔό։ൃ

    ೥݄
    ΫϨδοτΧʔυ

    ܾࡁͷ୺຤΍αʔό։ൃ

    ೥݄
    ιʔγϟϧήʔϜ
    ΠϚίί

    ೥݄
    ιʔγϟϧήʔϜ
    ΠϚίί

    View Slide

  9. $PQZSJHIU $
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    ࠓ೔ͷ࿩͠

    View Slide

  10. $PQZSJHIU $
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    ࠓ೔ͷ࿩͠

    ؂ࢹର৅
    Ҏ্ͷ

    ਓͷ
    ΠϯϑϥΤϯδχΞ
    Ҏ্ͷ
    "84ΞΧ΢ϯτ
    Ҏ্ͷ
    ؀ڥ
    74

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  11. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ؂ࢹର৅
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    ΠϯϑϥΤϯδχΞ
    Ҏ্ͷ
    "84ΞΧ΢ϯτ
    Ҏ্ͷ
    ؀ڥ
    74
    ߨٛऀϊʔτ
    ͜Ε͕ ͍·ͷHVNJͷঢ়گ

    View Slide

  12. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ؂ࢹର৅
    Ҏ্ͷ
    Ҏ্ͷ
    "84ΞΧ΢ϯτ
    Ҏ্ͷ
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    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻

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  13. $PQZSJHIU $
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    ࠓ೔ͷ࿩͠

    ؂ࢹର৅
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    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻
    ߨٛऀϊʔτ
    ೔ʑͷ೔ৗۀ຿Λߦ͍ͳ͕Β ٸͳ࠶࢓ࠐΈʹରԠͭͭ͠ ৽؀ڥΛϛʔςΟϯά
    ؚΊͯ Ӧۀ೔Ҏ಺ʹ४උ͢Δ͔͠΋ Α͘ݕূ͞Ε͓ͯΓ ো֐ʹڧ͘ ࡞ۀʹ
    ൈ͚࿙Ε͕ͳ͍ཁ͕݅࿙Ε͍ͯ΋ ࠶ߏஙΛେ׻ܴ͍ͯ͠ΔԾʹ 71$ͷ࡞Γ௚
    ͕͠࿈࠯ͯ͠ શͯ࡞Γ௚͠ʹͳͬͯ΋େ׻ܴ

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  14. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻

    View Slide

  15. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻ ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ

    View Slide

  16. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻ ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ
    ߨٛऀϊʔτ
    Ͳ͏࣮ݱ͍ͯ͠Δͷ͔ ·ͣ༨ྗΛ࡞Δͦͷ༨ྗΛ࢖ͬͯௐࠪͱ࣮ݧΛߦ͏ௐ
    ࠪ݁ՌΛݩʹ৘ใڞ༗΍ڭҭ ܾࡋݖऀͷઆಘΛߦ͏࠷ޙʹख࡞ۀΛίʔυԽ͢
    Δͦ͏͢Δͱ ࠶ͼ༨ྗ͕ੜ·ΕΔ͜ΕͰޮ཰ԽͷαΠΫϧ͕ճΔ͔ͩΒ࣮ݱ
    Ͱ͖Δ

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  17. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠

    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻ ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ
    ͦΖͦΖ Έͳ͞Μ΋ʜ
    ΠϯϑϥͰ
    ർฐ͢Δͷ
    ࢭΊ·ͤΜ͔ʁ

    View Slide

  18. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ࠓͷ࿩͠ʜ
    މࢄष͍
    ͱࢥͬͨਓ͸
    ڍखΛ͓ئ͍͠·͢

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  19. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    މࢄष͍
    ष͍ͱ͜Ζʹ
    ֖
    ݟམͱ͠
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    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚

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  20. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ࢲͨͪ΋ࣦഊ͖ͯͨ͠ʜ
    ૢ࡞ϛεͰ%#ফͪ͠Όͬͨ
    ઃఆϛεͰ.2ࢭ·ͬͪΌͬͨ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚

    View Slide

  21. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ

    View Slide

  22. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ߨٛऀϊʔτ
    ·ͩ શͯͷ؀ڥΛίʔυԽͰ͖͍ͯͳ͍ະͩʹچ؀ڥΛϝϯςφϯε͠ͳ͕Β
    গͣͭ͠վળΛଓ͚͍ͯΔ֎෦ͷΠϯϑϥۀऀ΁ख࡞ۀΛґཔ͍ͯ͠ΔήʔϜλ
    Πτϧ΋͋Δ

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  23. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
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    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ

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  24. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ
    ߨٛऀϊʔτ
    ίʔυԽࣗମ΋೉͍͠ίʔυ͕ॻ͚ͳ͍ӡ༻ऀʹίʔυԽΛ͓ئ͍͢Δͱ ԿΛ
    ίʔυԽͯ͠ྑ͍ͷ͔൑அͰ͖ͳ͍Ճ͑ͯ ੍໿৚͕݅ଟ͘ݟ͍͑ͯΔͨΊ ໘౗
    ʹͳͬͯίʔυԽΛఘΊͯ͠·͏݁Ռ ۀ຿֦େͱڞʹ࢓ࣄ͸૿͑ଓ͚ΔͨΊ ӡ
    ༻ίετ͸૿Ճ͠ଓ͚Δ

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  25. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ Ռ׶ʹίʔυԽ
    ෳࡶոحͳ࢓૊Έ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ

    View Slide

  26. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ Ռ׶ʹίʔυԽ
    ෳࡶոحͳ࢓૊Έ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ
    ߨٛऀϊʔτ
    ٯʹ ӡ༻Λ஌Βͳ͍։ൃऀʹίʔυԽΛ͓ئ͍͢Δͱ ΄Ͳྑ͍ཁ݅ఆٛΛͰ͖
    ͣ ແବͳίʔυԽʹ૸Δଟେͳ޻਺ͱҾ͖׵͑ʹ ϝϯςφϯεෆೳͳෳࡶͳ࢓
    ૊Έ͕Ͱ͖͕͋Δ

    View Slide

  27. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ Ռ׶ʹίʔυԽ
    ෳࡶոحͳ࢓૊Έ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ
    ߨٛऀϊʔτ
    ऄ଍͕ͩ ਺஋͸݁ՌͰ͋Γ ཧ೦΍ߦಈͰ͸ͳ͍$50͕؂ࢹϙΠϯτΛ
    ਓͰӡ༻͠Ζͱݴ͍ͨग़ͨ͠Β ඇৗʹةݥͳஹީ

    View Slide

  28. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠ʁʁʁ
    ຊ౰ͷ
    ݱ৔͸
    ໰୊ͩΒ͚
    ࢲͨͪ΋ίʔυԽ͸ࢼߦࡨޡʜ
    ੍໿΍৚݅ʹᝃΉ Ռ׶ʹίʔυԽ
    ෳࡶոحͳ࢓૊Έ
    ࢒Δख࡞ۀ
    ӡ༻ίετ૿େ
    Ͱ͸
    ԿΛ఻͑ʹ
    ͖ͨͷʁ

    View Slide

  29. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    ελʔτΞοϓ Ұ෦্৔اۀ
    ࣄྫ঺հ

    View Slide

  30. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    ελʔτΞοϓ Ұ෦্৔اۀ
    ࣄྫ঺հ
    ߨٛऀϊʔτ
    ελʔτΞοϓ͔Β্৔اۀ΁੒௕͢Δ·ͰʹຯΘͬͨΠϯϑϥӡ༻ͷ੒௕௧ͷ
    ࿩͠Λ͢Δ͜ͷ੒௕௧͸ࠓ΋มΘΒͣʹײ͍ͯ͡Δ͜ͷ࿩͔͠Β ʮͦΜͳঢ়گ
    ͔ΒվળΛଓ͚͖ͯͨͷ͔ʁʯʮͳΒ΢νͰ΋Ͱ͖Δʂʯͱࢥ͍ͬͯͨͩ͘ͷ͕ࠓ
    ೔ͷ࡞ઓ

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  31. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ

    View Slide

  32. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ߨٛऀϊʔτ
    ࠓ೔ͷ࿩͠͸ ҰਓͷΠϯϑϥ୲౰ऀ͕ख࡞ۀΛߦ͍ͬͯͨ࿩͔͠Β࢝ΊΔ࿩͠
    ͷ࠷ޙʹ͸νʔϜ૊৫ͱͳΓ ख࡞ۀ͕ίʔυԽ͞ΕΔΑͬͯຊߨԋͷର৅ऀͷ
    ؒޱ͸޿͍طʹߴ౓ͳࣗಈԽ͕׬͍ྃͯ͠Δํ͸ର৅֎શͯͷݱ৔͕ಉ͡ಓΛ
    ḷΔΘ͚Ͱ͸ͳ͍͕ Έͳ͞Μͷ৬৔ͱHVNJͷࣅ͍ͯΔͱ͜ΖΛ୳ͯ͠΄͍͠

    View Slide

  33. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ˓✕ϝιουͰେ੒ޭ ˘˚πʔϧͰେվળ
    ࣋ͪؼͬͯ΄͍͜͠ͱ

    View Slide

  34. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ˓✕ϝιουͰେ੒ޭ ˘˚πʔϧͰେվળ
    ࣋ͪؼͬͯ΄͍͜͠ͱ

    View Slide

  35. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ˓✕ϝιουͰେ੒ޭ ˘˚πʔϧͰେվળ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    ߨٛऀϊʔτ
    ࢒೦ͳ͕Β ʮԿͱ͔ϝιουΛಋೖͯ͠େ੒ޭʯ΍ʮԿͱ͔πʔϧΛೖΕͯେվ
    ળʯͱ͍͏࿩͠͸࣋ͪؼΕͳ͍͔͠͠ ҆৺ͯ͠΄͍͠ʮҎ্ͷ؂ࢹϙΠ
    ϯτΛਓͰӡ༻͍ͯ͠Δʯ࿩͠ʹܨ͕Δ΋ͷΛ࣋ͪؼΓՄೳ

    View Slide

  36. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  37. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ࠓ೔ͷ࿩͠
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!
    ߨٛऀϊʔτ
    Πϯϑϥӡ༻ͷޮ཰Խ͸ ࣦഊͱվળͷ܁Γฦ͕͠Ԇʑͱଓ࣮͘ݧΛ໘౗͕Γ ࣦ
    ഊΛڪΕ͍ͯΔͱ ͍ͭ·Ͱ΋ख࡞ۀ஍ࠈ͔Βൈ͚ग़ͤͳ͍

    View Slide

  38. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ
    ෼૝ఆ

    ෼૝ఆ

    ඵ૝ఆ

    View Slide

  39. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ
    ෼૝ఆ

    ෼૝ఆ

    ඵ૝ఆ

    ߨٛऀϊʔτ
    ࠓ೔ͷ໨࣍HVNJͷվળͷาΈΛฉ͍ͯ ΞϨͳΒ΢νʹ΋Ͱ͖Δʂͱࢥͬͯ΄͠
    ͍૊৫తͳΤϞ͍࿩͠Ͱ͢·͵ͦͷޙ ։ൃ΍πʔϧͷ࿩͠Λ͢ΔΈͳ͞Μ͕
    ࢖͍ͬͯΔπʔϧͱൺֱͯ͠΄͍͠࠷ޙʹ ؆୯ʹ·ͱΊΛ࿩͢

    View Slide

  40. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ

    View Slide

  41. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ೥ ೥ ೥ ೥

    View Slide

  42. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔

    View Slide

  43. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔
    ॳ୅$50ʹΑΔ௽ͷҰ੠
    ίετ؅ཧ͕༰қ
    ίʔυԽ͕Մೳ
    ࢼߦ

    View Slide

  44. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔
    ॳ୅$50ʹΑΔ௽ͷҰ੠
    ίετ؅ཧ͕༰қ
    ίʔυԽ͕Մೳ
    "84ઐ೚ऀ೚໋
    I’m a HERO
    ઐ໳Ոʹݖݶͱ੹೚Λूத
    ࢼߦ

    View Slide

  45. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔
    ॳ୅$50ʹΑΔ௽ͷҰ੠
    ίετ؅ཧ͕༰қ
    ίʔυԽ͕Մೳ
    "84ઐ೚ऀ೚໋
    I’m a HERO
    ઐ໳Ոʹݖݶͱ੹೚Λूத
    ࢼߦ
    ߨٛऀϊʔτ
    ҰਓʹΠϯϑϥͷݖݶͱ੹೚Λूதͤ͞ Ұఆͨ͠඼࣭Λอͭ"84ͷૢ࡞͸
    "84ʹਫ਼௨ͨ͠ઐ໳Ո ώʔϩʔ
    ͕੹೚Λ࣋ͬͯߦ͏ͨΊ ࣄނͳͲ͓͖ͳ͍ʂ

    View Slide

  46. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔ ՝୊
    "84ઐ೚ऀ೚໋
    I’m a HERO
    ઐ໳Ոʹݖݶͱ੹೚Λूத

    View Slide

  47. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔ ՝୊
    "84ઐ೚ऀ೚໋
    I’m a HERO
    ઐ໳Ոʹݖݶͱ੹೚Λूத
    ۀ຿ྔ૿Ճ
    λεΫফԽෆྑ
    ஌ࣝͷภΓ
    ੟ҬԽ
    υΩϡϝϯτෆ଍
    τϥοΫφϯόʔ

    View Slide

  48. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ώʔϩʔొ৔ ՝୊
    "84ઐ೚ऀ೚໋
    I’m a HERO
    ઐ໳Ոʹݖݶͱ੹೚Λूத
    ۀ຿ྔ૿Ճ
    λεΫফԽෆྑ
    ஌ࣝͷภΓ
    ੟ҬԽ
    υΩϡϝϯτෆ଍
    τϥοΫφϯόʔ
    ߨٛऀϊʔτ
    ҰਓͰॲཧͰ͖Δۀ຿ʹݶք͕͋Δۀ຿ྔ͕૿͑Δͱ ͙͢ʹۀ຿ফԽෆྑͱͳ
    Δ·ͨ ۀ຿͕Ұਓʹด͍ͯ͡ΔͨΊ Ҿ͖ܧ͗Λҙࣝͨ͠υΩϡϝϯτ͕ଘࡏͤ
    ͣ ஌͕ࣝҰਓʹภ͍ͬͯΔ͜ͷҰਓʹԿ͔͕͋Δͱ ۀ຿͕ࢭ·Δঢ়ଶ

    View Slide

  49. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔

    View Slide

  50. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔

    ߨٛऀϊʔτ
    ࣄۀ͕֦େ͢Δͱ ҰਓͰΠϯϑϥΛӡ༻͢Δͷ͸ਏ͍

    View Slide

  51. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ೥ ೥

    View Slide

  52. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒ ࢼߦ

    View Slide

  53. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻ऀ
    ࢼߦ

    View Slide

  54. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    ࢼߦ

    View Slide

  55. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    ࢼߦ
    ߨٛऀϊʔτ
    ౰࣌ͷӡ༻୲౰ऀͷԼʹӡ༻νʔϜΛ݁੒ͨࣾ͠಺֎͔Β"84ʹৄͦ͠͏ͳӡ
    ༻ऀΛ࠾༻͢Δํ਑

    View Slide

  56. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    λεΫ؅ཧ
    υΩϡϝϯτ੔උ
    ࢼߦ

    View Slide

  57. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    λεΫ؅ཧ
    υΩϡϝϯτ੔උ
    ࢼߦ
    ߨٛऀϊʔτ
    ҰਓͰ͸ͳ͘ νʔϜͰ࢓ࣄΛ͢ΔͨΊ λεΫ؅ཧπʔϧͱ υΩϡϝϯτ؅ཧπʔ
    ϧΛಋೖ

    View Slide

  58. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    λεΫ؅ཧ
    υΩϡϝϯτ੔උ
    ڞ௨։ൃνʔϜ
    ࢼߦ

    View Slide

  59. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    λεΫ؅ཧ
    υΩϡϝϯτ੔උ
    ڞ௨։ൃνʔϜ
    ࢼߦ
    ߨٛऀϊʔτ
    ։ൃνʔϜͱӡ༻νʔϜͷ伱ؒΛຒΊͨΓ αʔόෛՙ໰୊Λղܾ͢Δڞ௨αʔϏ
    ε։ൃͷνʔϜΛ݁੒೥౰࣌ͷٞࣄ࿥ʹ ӡ༻νʔϜͱڞ௨αʔϏε։ൃͷ
    ྆νʔϜ͸ কདྷతʹۀ຿ͷ͕֞ࠜফ͑ ؇΍͔ʹ͍ࠞͬͯ͘͟ͱهࡌ͍ͯ͞Δ

    View Slide

  60. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ΤϯδχΞट೴ਞ
    ʹΑΔ߹ٞ
    νʔϜ݁੒
    ӡ༻νʔϜ
    λεΫ؅ཧ
    υΩϡϝϯτ੔උ
    ڞ௨։ൃνʔϜ
    ࢼߦ
    ߨٛऀϊʔτ
    ͜ͷνʔϜͷ݁੒ʹΑΓ ֤ήʔϜ͕ڞ௨Ͱར༻͢ΔαʔϏε΍ϥΠϒϥϦ ϑϨʔ
    ϜϫʔΫͷ։ൃ΍ ศརͳ֎෦αʔϏε΍πʔϧͷಋೖ͕ੵۃखʹߦΘΕΔΑ͏ʹ
    ͳͬͨো֐΍ෛՙʹڧ͍αʔόઃܭͳͲ΋ ͜ͷνʔϜͷޭ੷

    View Slide

  61. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ νʔϜ໰୊
    +

    View Slide

  62. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ νʔϜ໰୊
    +
    ߨٛऀϊʔτ
    νʔϜԽͨ͜͠ͱͰґཔফԽͷฒྻ౓্͕͔ͬͨ͠͠ ࣄۀ֦େʹ൐͏ۀ຿ྔ૿
    Ճ͸ࢭ·Βͣ Ճ͑ͯ ෳ਺ͷਓ͕ؒڞʹಇ͘ͱඞͣ໰୊͕ൃੜ͢Δ

    View Slide

  63. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +

    View Slide

  64. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ߨٛऀϊʔτ
    ಛఆͷۀ຿Λ ͦΕΛҰ൪ಘҙͱ͢Δਓʹ౉͠ଓ͚ΔͨΊ νʔϜ಺ͰҰਓͻͱΓ
    ͕ผʑͷ͜ͱʹूத͍ͯͨ݁͠Ռ Ұਓ͕౗ΕΔͱ ۀ຿ʹࢧো͕ͰΔ

    View Slide

  65. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    αΠϩԽ

    View Slide

  66. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    αΠϩԽ
    ߨٛऀϊʔτ
    ॎׂΓͷνʔϜ͕૿͑ͨӨڹͰ ίϛϡχέʔγϣϯϩε͕૿͑ͨԿ͔Ұͭͷऔ
    Γ૊ΈΛߦ͏ࡍ ಉҙΛಘΔίετ͕ߴ͍ঢ়ଶ

    View Slide

  67. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    αΠϩԽ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ

    View Slide

  68. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    αΠϩԽ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ
    ߨٛऀϊʔτ
    ख࡞ۀ͕ओମͷͨΊ ઃఆ͕߱Γੵ΋ͬͨṖαʔό͕ྔ࢈͞Εͨ

    View Slide

  69. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ݸਓೳྗࠩ
    αΠϩԽ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ

    View Slide

  70. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ݸਓೳྗࠩ
    αΠϩԽ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ
    ߨٛऀϊʔτ
    ख࡞ۀ͕ओମͩͱ ਓͷೳྗࠩ΋ग़΍͍͢

    View Slide

  71. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ઃఆ࿙Ε
    ݸਓೳྗࠩ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ ࡞ۀϛε
    ख໭Γ
    αΠϩԽ
    ஗Ԇ

    View Slide

  72. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ઃఆ࿙Ε
    ݸਓೳྗࠩ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ ࡞ۀϛε
    ख໭Γ
    αΠϩԽ
    ஗Ԇ
    ߨٛऀϊʔτ
    ਓʹΑͬͯ ૢ࡞ϛε ઃఆ࿙Ε͕ଟൃ͢Δͦ͏ͳΔͱख໭Γ͕ൃੜ͢ΔͨΊ Π
    ϯϑϥߏஙͷ༧ఆ͕஗Ε͍ͯ͘

    View Slide

  73. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ࢒ۀͰΧόʔ
    ઃఆ࿙Ε
    ݸਓೳྗࠩ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ ࡞ۀϛε
    ख໭Γ
    αΠϩԽ
    ஗Ԇ

    View Slide

  74. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
    νʔϜ݁੒
    ӡ༻νʔϜ
    ۀ຿ྔ૿Ճ
    ଐਓԽ Χ΢ϘʔΠ

    νʔϜ໰୊
    +
    ࢒ۀͰΧόʔ
    ઃఆ࿙Ε
    ݸਓೳྗࠩ
    εϊʔϑϨʔΫྔ࢈
    ߏ੒υϦϑτଟൃ ࡞ۀϛε
    ख໭Γ
    αΠϩԽ
    ஗Ԇ
    ߨٛऀϊʔτ
    ͜ͷ஗ΕΛऔΓ໭ͨ͢Ίʹ ࢒ۀͰΧόʔ࢝͠ΊΔ࢓ࣄ͕ଟ্͍ʹ पғ͔Βʮ࢓
    ࣄ͕஗͍࿩͕͠௨͡ͳ͍ϛε͕ଟ͍ʯͱౖΒΕΔຊ౰ʹਏ͍৬৔ͱͳͬͨ

    View Slide

  75. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ೥ ೥

    View Slide

  76. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ೥ ೥
    ߨٛऀϊʔτ
    ۀ຿͕૿͔͑ͨΒͱ͍ͬͯ ୯७ʹਓΛ૿΍ͨ͠Γ ࠓ·Ͱݱ৔ͷώʔϩʔͩͬͨ
    ऀΛνʔϜϦʔμʔʹ೚໋ͯ͠΋ ৽ͨͳ໰୊͕ൃੜ͢Δ

    View Slide

  77. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ೥ ೥ ೥

    View Slide

  78. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ೥ ೥ ೥
    ߨٛऀϊʔτ
    ͜͜ʹ͖ͯ ΍ͬͱγϧΤοτͷਓ෺͕ಓ۩Λखʹ࣋ͭ

    View Slide

  79. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ӡ༻؅ཧऀ
    ʹΑΔ߹ٞ
    ଐਓԽΛղফ
    αΠϩԽΛղফ
    ۀ຿Λޮ཰Խ
    ࢼߦ

    View Slide

  80. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ࢼߦ ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ

    View Slide

  81. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ࢼߦ ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ߨٛऀϊʔτ
    ༷ʑͳҊ͕͋Γ ࣮ࢪ͞Εͨ·ͣ Πϯϑϥʹؔ͢Δ૬ஊͱґཔ͕ϓϥΠϕʔτ
    νϟοτ΍ޱ಄ͰߦΘΕ͓ͯΓ νʔϜશମ͕஌Βͳ͍λεΫΛ Ұਓͷϝϯόʔ͕
    ๊͑ࠐΜͰۤ͠ΜͰ͍ͨͦ͜Ͱʜ

    View Slide

  82. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ

    View Slide

  83. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ߨٛऀϊʔτ
    ϓϥΠϕʔτνϟοτͰ૬ஊΛड͚ͨࡍ ΦʔϓϯνϟοτͰ૬ஊ͢ΔΑ͏ ૬ஊऀ
    Λଅ͢Α͏ʹͨ͠Ճ͑ͯʜ

    View Slide

  84. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ

    View Slide

  85. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ߨٛऀϊʔτ
    ૬ஊ͔Βґཔ͕ൃੜͨ͠৔߹ ඞͣνέοτԽ͢ΔΑ͏పఈͨ͠·ͨʜ

    View Slide

  86. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ؅ཧऀͷঝೝపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ

    View Slide

  87. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ؅ཧऀͷঝೝపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ߨٛऀϊʔτ
    ґཔ νέοτ
    ʹରͯ͠ ؅ཧऀʹΑΔ֬ೝͱঝೝΛపఈͨ͠͞Βʹ ϓϥΠϕʔ
    τνϟοτېࢭ νέοτԽపఈͳͲʹΑΓ ૬ஊ΍ґཔ͕͠೉͍ʜͱ͍͏ҙݟ͕
    ग़Δ͜ͱΛ༧ଌ͠ʜ

    View Slide

  88. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ؅ཧऀͷঝೝపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ
    Ҋ݅ຖʹ୲౰੍
    ۀ຿Λޮ཰Խ
    ࢼߦ

    View Slide

  89. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    νέοτԽͷపఈ
    ؅ཧऀͷঝೝపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ
    Ҋ݅ຖʹ୲౰੍
    ۀ຿Λޮ཰Խ
    ࢼߦ
    ߨٛऀϊʔτ
    ӡ༻νʔϜͷதͰ ήʔϜλΠτϧຖͷઐ೚૭ޱͱͳΔ୲౰ऀΛ೚໋ͨ͠୲౰ऀ
    ͸ ֤ήʔϜλΠτϧຖͷഎܠ ࣾ಺ͷཱͪҐஔ ϦʔυΤϯδχΞͷੑ֨ͳͲ ༷ʑ
    ͳࣄฑ
    Λཧղ͠ ήʔϜλΠτϧͷӡӦʹدΓఴ͍ʜ

    View Slide

  90. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ

    View Slide

  91. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ
    ߨٛऀϊʔτ
    ґཔͷཪʹӅΕͨഎܠΛӡ༻νʔϜʹ࣋ͪؼΔྫ͑͹ ʮ·Ͱʹ8αʔό
    Λ୆૿΍ͯ͠ʯͱ͍͏ґཔ͕͋ͬͨͱ͢ΔԿނͰ͔͢ʁͱਘͶΔͱʮΠϕϯ
    τ͕͋Γ·͢ʯͱճ౴͕͋Δͦͷ৔߹ ΞΫηε਺͕૿Ճͨ͠৔߹ͷຊ౰ͷϘτ
    ϧωοΫΛ୳Δඞཁ͕͋ΔͨΊʜ

    View Slide

  92. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ
    ߨٛऀϊʔτ
    ʮෛՙࢼݧ؀ڥΛ༻ҙ͢Δʯͱ͍͏ґཔνέοτ͕৽ͨʹ௥ՃͱͳΔ·ͨ ෛՙ
    ࢼݧͷޙ ຊ౰ͷϘτϧωοΫ͕%#Ͱ͋Ε͹ 8αʔό૿ઃ͕%#αʔόͷ
    Ұ࣌తͳ૿ڧʹมߋͱͳΔ·ͨ എܠΛ୳Δͱʜ

    View Slide

  93. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ
    ߨٛऀϊʔτ
    ґཔͷ༏ઌॱҐ͕໌֬ʹͳΔͦͷ݁Ռ ༏ઌॱҐͷ௿͍ґཔ͸ ґཔݩ΁ͷઆ໌ͷ
    ࣌ؒΛઃ͚ ظ೔ΛԆ͹ͯ͠΋Β͏ͳͲͷௐ੔͕Մೳͱͳͬͨ࣍ʹ ӡ༻νʔϜ͸
    શһ͕ӡ༻ΦϖϨʔλʔͰ͋ͬͨͨΊʜ

    View Slide

  94. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    δϣϒϩʔςʔγϣϯ
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ

    View Slide

  95. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    δϣϒϩʔςʔγϣϯ
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ
    ߨٛऀϊʔτ
    ݱ৔Λܦݧͨ͠։ൃऀΛνʔϜ΁ট͖ೖΕ "OTJCMFಋೖͳͲͷ௅ઓΛߦͬͨ։
    ൃνʔϜ͔ΒਓΛট͖ೖΕͨͨΊ αΠϩԽͷղফʹ΋໾ཱͬͨ·ͨʜ

    View Slide

  96. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    δϣϒϩʔςʔγϣϯ
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    "84૭ޱʹ։ൃऀ௥Ճ
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ

    View Slide

  97. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    Ҋ݅ຖʹ୲౰੍
    δϣϒϩʔςʔγϣϯ
    ۀ຿ͷഎܠΛ୳Δ
    νέοτԽͷపఈ
    ඇެ։૬ஊΛඇਪ঑
    "84૭ޱʹ։ൃऀ௥Ճ
    ଐਓԽΛղফ
    αΠϩԽΛղফ ۀ຿Λޮ཰Խ
    ࢼߦ
    ؅ཧऀͷঝೝపఈ
    ߨٛऀϊʔτ
    ։ൃͱӡ༻ ೋͭͷଆ໘͔Β"84ͱ޲͖߹͏Α͏ʹͳΓ "84ͷ৽نαʔϏεΛ
    ૣ͍ஈ֊Ͱબఆ͠ ۀ຿ʹऔΓࠐΊΔΑ͏ʹͳͬͨ

    View Slide

  98. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  99. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    νʔϜͱͯ͠ޮՌతʹಇ͚ΔΑ͏ʹ ༷ʑͳࢪࡦΛߦ͕ͬͨ ӡ༻νʔϜͷ؅ཧऀʹ
    ෛ୲͕ूதͯ͠͠·͍ ؅ཧऀ͕ۀ຿ͷϘτϧωοΫͱͳͬͨྫ͑͹ ख࡞ۀͷൈ
    ͚࿙Ε͕ൃੜ͢Δͨͼ ͦΕΛ๷͝͏ͱʜ

    View Slide

  100. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ௕ظͷܭըϑΣʔζ
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  101. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ௕ظͷܭըϑΣʔζ
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    ࣄલʹೖ೦ͳώΞϦϯάΛߦ͍ खݎ͍ܭըΛཱͯΔ͜ͱʹେ͖ͳ޻਺Λׂ͘Α͏
    ʹͳͬͨܭըʹରͯ͠੹೚Λ࣋ͭͷ͸؅ཧऀͰ͋ΔͨΊ ؅ཧऀͷෛ୲͕૿͑ͯ
    ͍ͬͨ

    View Slide

  102. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  103. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    ૣ͍ஈ֊ͰώΞϦϯάΛͯ͠΋ ϓϩδΣΫτॳظஈ֊Ͱ͸ෆ֬ఆཁૉ͕ଟ͘ ֬
    ఆ͕ઌૹΓͱͳΔཁ͕݅ଟ͋ͬͨ͘·ͨ ֬ఆ͍ͯ͠Δཁ݅Ͱ͋ͬͯ΋ ঢ়گͷม
    ԽͱڞʹมߋͱͳΔ͜ͱ΋͋Δ݁Ռ ख໭Γ͕ൃੜ͢Δ

    View Slide

  104. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  105. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    ख໭Γ͕ൃੜͨ͠ࡍͷ޻਺ΛԼ͛ΔͨΊ ؅ཧऀ͕೉қ౓ͷߴ͍ۀ຿Λελοϑ͔
    ΒऔΓ্͛ ࣗΒͦͷۀ຿Λߦ͍࢝ΊΔͦ͏͢Δͱ ঃʑʹελοϑ͸؅ཧऀ͕࢒
    ͨ͠ۀ຿ͷ੔ཧͷΈ͕࢓ࣄͱͳ͍͖ͬͯʜ

    View Slide

  106. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ϝϯόʔݖݶෆ଍

    View Slide

  107. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    มԽʹऑ͍
    ஗Ԇ
    ՝୊
    ӡ༻؅ཧऀ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ϝϯόʔݖݶෆ଍
    ߨٛऀϊʔτ
    ঃʑʹελοϑ͔Β੹೚ͱݖݶ͕ࣦΘΕ ԿͰ΋؅ཧऀʹ૬ஊ͠ͳ͍ͱ෼͔Γ·ͤ
    Μͱ͍͏ঢ়ଶͱͳͬͨ·ͨʜ

    View Slide

  108. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

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    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    த్൒୺ͳίʔυԽ
    มԽʹऑ͍
    ஗Ԇ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ϝϯόʔݖݶෆ଍
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  109. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    த్൒୺ͳίʔυԽ
    มԽʹऑ͍
    ஗Ԇ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ϝϯόʔݖݶෆ଍
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    δϣϒϩʔςʔγϣϯʹΑΓऔΓࠐΜͩ։ൃܦݧऀ͸ӡ༻ʹ๩ࡴ͞Ε ίʔυԽ͕
    த్൒୺ͳͱ͜ΖͰࢭ·͍ͬͯͨҰ࣌తʹϔϧϓͰ։ൃܦݧऀΛ৽ͨʹૹΓࠐΜ
    Ͱ΋ े෼ͳӡ༻ݖݶ͕༩͑ΒΕͣ ྗΛൃشͰ͖ͳ͔ͬͨίʔυԽ͕ਐΊΒΕͳ
    ͍ঢ়ଶͰ͋ΔͨΊʜ

    View Slide

  110. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    த్൒୺ͳίʔυԽ
    มԽʹऑ͍
    ஗Ԇ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ߏ੒υϦϑτଟൃ
    ϝϯόʔݖݶෆ଍
    ՝୊
    ӡ༻؅ཧऀ

    View Slide

  111. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ؅ཧ౷੍
    վળͷาΈ ೥

    ؅ཧऀͷ੹೚૿Ճ
    ؅ཧऀ͚ͩ௅ઓ
    ௕ظͷܭըϑΣʔζ
    த్൒୺ͳίʔυԽ
    มԽʹऑ͍
    ஗Ԇ
    ԿͰ΋ΤεΧϨʔγϣϯ
    ߏ੒υϦϑτଟൃ
    ϝϯόʔݖݶෆ଍
    ՝୊
    ӡ༻؅ཧऀ
    ߨٛऀϊʔτ
    ख࡞ۀʹΑΔߏ੒؅ཧΛଓ͚Δ͜ͱͱͳΓ εϊʔϑϨʔΫͷྔ࢈͸ࢭ·Βͳ͍υ
    ΩϡϝϯτΛ࡞੒ͯ͠΋ϝϯςφϯε࣌ؒΛ֬อͰ͖ͳ͍ͨΊ ࣌ؒͱڞʹ࣮؀ڥ
    ͷߏ੒ͱဃ཭͍ͯ͘͠

    View Slide

  112. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ೥ ೥ ೥

    View Slide

  113. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
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    ؅ཧ౷੍
    ೥ ೥ ೥
    ߨٛऀϊʔτ
    ؅ཧऀʹΑΔ౷੍ΛڧΊ͕ͨ ؅ཧऀͷෛ୲૿ՃʹΑΓ৽ͨͳ໰୊͕ൃੜͨ͠

    View Slide

  114. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ࣗݾ૊৫Խ
    ೥ ೥ ೥ ೥

    View Slide

  115. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ʹΑΔ߹ٞ
    ࣗݾ૊৫Խ

    View Slide

  116. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ӡ༻ऀ։ൃऀ
    ʹΑΔ߹ٞ
    ࣗݾ૊৫Խ ଞࣾࣄྫʁ

    View Slide

  117. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ʹΑΔ߹ٞ
    ࣗݾ૊৫Խ ଞࣾࣄྫʁ
    ӡ༻ऀΛ૿΍͢

    View Slide

  118. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ӡ༻ऀΛ૿΍͢
    ελοϑݖݶෆ଍
    ฒྻ౓͸্͍ͬͯΔ͕
    ؅ཧऀͷෛ୲૿

    View Slide

  119. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ࣗݾ૊৫Խ ଞࣾࣄྫʁ

    View Slide

  120. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ʹΑΔ߹ٞ
    ࣗݾ૊৫Խ ଞࣾࣄྫʁ

    View Slide

  121. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ߨٛऀϊʔτ
    HVNJͰ͸ ෳ਺ͷ৬छ͕ҰͭͷνʔϜʹॴଐ͠ ήʔϜ։ൃΛߦ͍ͬͯΔΠϯϑ
    ϥӡ༻ऀ͸ྫ֎తʹ ήʔϜ։ൃνʔϜʹॴଐ͍ͯ͠ͳ͍ͦ͜Ͱʜ

    View Slide

  122. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ։ൃνʔϜ͕ӡ༻

    View Slide

  123. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ࣗݾ૊৫Խ ଞࣾࣄྫʁ
    ։ൃνʔϜ͕ӡ༻
    ߨٛऀϊʔτ
    ଞͷ৬छͱಉ͡Α͏ʹ Πϯϑϥӡ༻ऀ΋ॴଐΛήʔϜ։ൃνʔϜʹ͢Δͱޮ཰͕
    ྑ͘ͳΔ͜ΕͰۀ຿վળͰ͖ͨଞࣾࣄྫ΋͋ΔΑ͠ ίϨͰߦ͜͏

    View Slide

  124. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ࣗݾ૊৫Խ ଞࣾࣄྫʁ
    ։ൃνʔϜ͕ӡ༻
    ඼࣭ͷ୲อ͕
    ඇৗʹେม

    View Slide

  125. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ඼࣭ͷ୲อ͕
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    ߨٛऀϊʔτ
    νʔϜ͝ͱʹΠϯϑϥӡ༻εΩϧͷߴ௿͕ࠩग़ΔͨΊ Πϯϑϥͷ඼࣭͕୲อͰ͖
    ͳ͍

    View Slide

  126. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ཁ݅
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    View Slide

  127. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ཁ݅
    վળͷาΈ ೥

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    View Slide

  128. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ཁ݅
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    ࣗݾ૊৫Խ
    ඼࣭ ޮ཰
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    ͱ͍͏ແ஡ৼΓʜ

    View Slide

  129. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ཁ݅
    վળͷาΈ ೥

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    ඼࣭
    ޮ཰
    Πϯϑϥʹ੹೚Λ࣋ͭνʔϜΛҡ࣋
    "84׆༻Ͱ΋ͬͱίʔυԽ
    νέοτԽ ୲౰੍ Φʔϓϯͳձ࿩ 

    എܠΛ୳Δ δϣϒϩʔςʔγϣϯ
    ͦͷଞ
    Λຬͨͨ͢Ίʜ

    View Slide

  130. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ཁ݅
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    ඼࣭
    ޮ཰
    Πϯϑϥʹ੹೚Λ࣋ͭνʔϜΛҡ࣋
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    νέοτԽ ୲౰੍ Φʔϓϯͳձ࿩ 

    എܠΛ୳Δ δϣϒϩʔςʔγϣϯ
    ͦͷଞ
    Λຬͨͨ͢Ίʜ
    ݱঢ়ҡ࣋Ͱ
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    View Slide

  131. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    View Slide

  132. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ࣾ಺֎໰Θͣ ίʔυԽͰ͖Δਓ෺Λ ஸॏʹট͘ஸॏʹট͔͘Βʹ͸ ेશʹྗ
    ΛൃشͰ͖Δ৬৔؀ڥ͕ඞཁ

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  133. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢
    ֶशͱ௅ઓ͕Ͱ͖Δ؀ڥΛ༻ҙ͢Δ

    View Slide

  134. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ਓॿ͚͕େ޷͖
    ࣗ෼΍ଞਓָ͕ʹͳΔ͜ͱʹશྗ

    View Slide

  135. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    Πϯϑϥʹؔ͢Δݖݶͱ੹೚Λ౉͢
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    ͏ෆ҆͸͕͋ͬͨ ͙͢ʹݟ͔ͭΒͳ͘ͱ΋ ख࡞ۀΛ൐͏Πϯϑϥۀ຿ΛΞ΢τ
    ιʔγϯά͠ ࣌ؒՔ͗Λ͠Α͏ͱߟ͍͑ͯͨ

    View Slide

  136. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    "84ϚάωοτFUDʜ

    View Slide

  137. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    "84ϚάωοτFUDʜ
    ߨٛऀϊʔτ
    "84τϨʔχϯάडߨ΍$FSUJpDBUFऔಘ ؔ࿈ॻ੶ͷߪೖ "84ݕূΞΧ΢ϯ
    τͳͲͷ༧ࢉ֬อΛߦͬͨ·ͨʜ

    View Slide

  138. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ͜͜ʹࣸਅΛೖΕΔ

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  139. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    View Slide

  140. $PQZSJHIU $
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  141. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    Λ͚ۙͮΔͳͲ޻෉Λߦͬͨ݁Ռʜ

    View Slide

  142. $PQZSJHIU $
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    վળͷาΈ ೥

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    ʹ
    ੒ޭ
    ˞Ұ೥ޙʹ͞ΒʹҰ໊

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  143. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ

    View Slide

  144. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻

    View Slide

  145. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    ߨٛऀϊʔτ
    ։ൃݱ৔ͩͱ౰ͨΓલͷ͜ͱ͕ͩ 1VMM3FRVFTUӡ༻΍ϦϦʔεϒϥϯνͷ؅ཧ
    Λߦ͍ͬͯΔ։ൃͨ͠πʔϧ͚ͩͰ͸ͳ͘ $MPVE'PSNBUJPOͷςϯϓϨʔτ΍
    "OTJCMF1MBZCPPLͳͲͷ:".-ϑΝΠϧ΋νʔϜ಺ͰϨϏϡʔ͠߹͏

    View Slide

  146. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ
    "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏

    View Slide

  147. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ
    "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏
    ߨٛऀϊʔτ
    શͯͷݖݶΛΠϯϑϥνʔϜ͚ͩͰғ͍ࠐΉͷͰ͸ͳ͘ ෦෼తʹݖݶΛ։ൃνʔ
    Ϝ΁Ҡৡ͠ ۀ຿ͷޮ཰ԽΛܭΔ

    View Slide

  148. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ
    "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏
    .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ
    ߏ੒υϦϑτΛ๷͙

    View Slide

  149. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ
    "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏
    .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ
    ߏ੒υϦϑτΛ๷͙
    ߨٛऀϊʔτ
    ख࡞ۀͷԹচΛ๾໓͢Δ

    View Slide

  150. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ߟ͑ͯߦͬͨ͜ͱ
    .BOBHFNFOU$POTPMFͱ44)͸جຊېࢭ
    πʔϧΛదࡐదॴͰ࢖͍෼͚Δ
    Ұൠతͳ։ൃͱϦϦʔεͷϑϩʔΛಋೖ
    ։ൃνʔϜ΁ͷஈ֊తͳݖݶҠৡ
    ߏ੒υϦϑτΛ๷͙
    ࣍ͷষͰ঺հ
    1VMM3FRVFTUͱϨϏϡʔ ϦϦʔεϒϥϯνͷӡ༻
    "VUP4DBMJOHૢ࡞ͳͲΛ։ൃνʔϜ͕ߦ͏

    View Slide

  151. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ແҙࣝͰߦͬͨ͜ͱ

    View Slide

  152. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ৽ੜΠϯϑϥνʔϜ͕
    ແҙࣝͰߦͬͨ͜ͱ
    ΫΠοΫϛʔςΟϯάΛ࠲੮Ͱසൟʹ։࠵
    ৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍

    View Slide

  153. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
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    ৽ੜΠϯϑϥνʔϜ͕
    ແҙࣝͰߦͬͨ͜ͱ
    ΫΠοΫϛʔςΟϯάΛ࠲੮Ͱසൟʹ։࠵
    ৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍
    ૝ఆҎ্ʹ؅ཧऀ͔ΒݖݶҠৡ͞Ε͍ͯͨ
    ؅ཧऀͷෛ୲ܰݮͱͳΔ

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  154. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ৽ੜΠϯϑϥνʔϜ͕
    ແҙࣝͰߦͬͨ͜ͱ
    ΫΠοΫϛʔςΟϯάΛ࠲੮Ͱසൟʹ։࠵
    ૝ఆҎ্ʹ؅ཧऀ͔ΒݖݶҠৡ͞Ε͍ͯͨ
    ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ
    ৘ใڞ༗ ٙ໰ղফ ҙࢥܾఆ͕ૣ͍
    ؅ཧऀͷෛ୲ܰݮͱͳΔ
    ݖݶͱ੹೚Λ࣋ͬͯର࿩͍ͯ͠Δ

    View Slide

  155. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ
    ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ

    View Slide

  156. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ
    ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ
    ݱ৔ͷҙݟΛฉ͍ͯ΋Β͑Δ
    Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β
    ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ
    ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ

    View Slide

  157. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ
    ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ
    ݱ৔ͷҙݟΛฉ͍ͯ΋Β͑Δ
    ৴པ͞Εͯ೚ͤͯ΋Β͑Δ
    Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β
    ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ
    ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ
    Πϯϑϥ͸ා͍ͱࢥ͓ͬͯΓ ݖݶΛৡ౉͞ΕͨॳΊͷ͜Ζ
    গ͠ؾ࣋ͪʹ఍߅͕࣮͋ͬͨࡍʹӡ༻ͯ͠ΈΔͱ ۀ຿ޮ཰
    ͕֨ஈʹྑ͘ͳͬͯڻ͍ͨ΋ͬͱ ͍Ζ͍Ζ೚ͤͯ΄͍͠

    View Slide

  158. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ
    ։ൃνʔϜ͔Βߴ͍৴པΛಘ͍ͯͨ
    ʙ։ൃݱ৔ͷ5FDIOJDBM%JSFDUPS͔ΒΠϯλϏϡʔʙ
    ݱ৔ͷҙݟΛฉ͍ͯ΋Β͑Δ
    ৴པ͞Εͯ೚ͤͯ΋Β͑Δ
    Ҏલ͸ ӡ༻νʔϜʹԿ͔૬ஊͯ͠΋ ӡ༻ͷҒ͍ਓ͔Β
    ʮ؅ཧ্ ແཧͰ͢ʯͱ٫Լ͞Ε͍ͯͨ
    ࠓ͸ ҙݟ͕௨Γ΍͘͢ ݱ৔൑அͰ෺ࣄ͕ਐΉҹ৅͕͋Δ
    Πϯϑϥ͸ා͍ͱࢥ͓ͬͯΓ ݖݶΛৡ౉͞ΕͨॳΊͷ͜Ζ
    গ͠ؾ࣋ͪʹ఍߅͕࣮͋ͬͨࡍʹӡ༻ͯ͠ΈΔͱ ۀ຿ޮ཰
    ͕֨ஈʹྑ͘ͳͬͯڻ͍ͨ΋ͬͱ ͍Ζ͍Ζ೚ͤͯ΄͍͠
    ߨٛऀϊʔτ
    ʮΩϟύγςΟϓϥϯχϯάͷඞཁ͕͋Γ ΠϯϑϥνʔϜ΁සൟʹ૬ஊ΁࢕ͬͯ
    ͍Δ͜ΕΛ௨ͯ͡ ࣗ෼ͨͪʹΠϯϑϥ஌͕ࣝඞཁͩͱײ࢝͡Ίͨʯͱͷ͜ͱ൴
    Β΋"84τϨʔχϯάͳͲΛड͚Δ༧ఆ

    View Slide

  159. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ࢼߦ
    ࣗݾ૊৫Խ

    View Slide

  160. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥


    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻ ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ
    ࢼߦ
    ࣗݾ૊৫Խ

    View Slide

  161. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥


    ਓͷ
    ΠϯϑϥΤϯδχΞ
    ϦϏϧυ׻ܴ
    ߴ඼࣭
    ৽؀ڥӦۀ೔಺
    ٸͳࠩ͠ࠐΈରԠ
    ೔ʑͷӡ༻ ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ
    ࢼߦ
    ࣗݾ૊৫Խ
    ߨٛऀϊʔτ
    ๯಄ͷމࢄष͍ਤ΁໭Δ৽نͷ؀ڥߏஙͷ଎౓͸ ώΞϦϯά΍ܭըΛؚΊͯೋϲ
    ֻ݄͔͍͕ͬͯͨ ޒ೔ؒʹ୹ॖ͞Εͨख໭Γ͕͋ͬͯ΋:".-Λগ͠मਖ਼ͯ͠
    ϦϏϧυ͢Δ͚ͩ࢒ۀ͕࣌ؒݮΓ ௐࠪ΍ݕূ࣌ؒΛ֬อͰ͖ ਓΛҭͯΔ͜ͱ͕
    Մೳͱͳ͔ͬͨ͠͠ʜ

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  162. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ

    View Slide

  163. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ

    View Slide

  164. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
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    ։ൃྗʹ༏ΕΔऀ͕٘ਜ਼ͱͳΓ
    ุक ਏ͍ख࡞ۀ
    PSϦϓϨΠε
    ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ

    View Slide

  165. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
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    ڭҭ આಘ
    ޮ཰Խ
    چ؀ڥͱͷઓ͍
    ։ൃྗʹ༏ΕΔऀ͕٘ਜ਼ͱͳΓ
    ุक ਏ͍ख࡞ۀ
    PSϦϓϨΠε
    ίʔυԽ͸
    ίϯςΩετεΠονൃੜͰ
    ޮ཰͕མͪΔͨΊุक໾͕ภΔ
    ૣ͘ෛ࠴Λฦࡁ͍ͨ͠ʜ

    View Slide

  166. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
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    ίʔυԽ
    ༨ྗ
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    ڭҭ આಘ
    ޮ཰Խ
    ༧ଌ

    View Slide

  167. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

    ՝୊
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    ίʔυԽ
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    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ʙ·ͩະମݧʙ

    View Slide

  168. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
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    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ʙ·ͩະମݧʙ
    ͋ͱ͔Βೖࣾ͢Δͱ
    ஌ࣝͰ࡞ۀՄೳ

    View Slide

  169. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
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    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ʙ·ͩະମݧʙ
    ͋ͱ͔Βೖࣾ͢Δͱ
    ஌ࣝͰ࡞ۀՄೳ
    ଟେͳίετΛࢧ෷ͬͯ
    ڊେͰෳࡶͳ࢓૊Έ

    View Slide

  170. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ࣗݾ૊৫Խ
    ίʔυԽ
    ༨ྗ
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    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ʙ·ͩະମݧʙ
    ͋ͱ͔Βೖࣾ͢Δͱ
    ஌ࣝͰ࡞ۀՄೳ
    ଟେͳίετΛࢧ෷ͬͯ
    ڊେͰෳࡶͳ࢓૊Έ
    ৽ͨͳ੟Ҭ͕஀ੜʁ

    View Slide

  171. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
    ௐࠪ ࣮ݧ
    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ͋ͱ͔Βೖࣾ͢Δͱ
    ஌ࣝͰ࡞ۀՄೳ
    ଟେͳίετΛࢧ෷ͬͯ
    ڊେͰෳࡶͳ࢓૊Έ
    ৽ͨͳ੟Ҭ͕஀ੜʁ
    վળ͸ଓ͘
    ʙ·ͩະମݧʙ

    View Slide

  172. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ ೥

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    ίʔυԽ
    ༨ྗ
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    ڭҭ આಘ
    ޮ཰Խ
    ίʔυԽͷ᠘
    ༧ଌ

    ͋ͱ͔Βೖࣾ͢Δͱ
    ஌ࣝͰ࡞ۀՄೳ
    ଟେͳίετΛࢧ෷ͬͯ
    ڊେͰෳࡶͳ࢓૊Έ
    ৽ͨͳ੟Ҭ͕஀ੜʁ
    վળ͸ଓ͘
    ʙ·ͩະମݧʙ
    ߨٛऀϊʔτ
    ·ͩ ະମݧͰ͋Γ૝૾ͷൣғ͔͠͠ ໰୊͕ൃੜ͢ΔͳΒ͹ վળ͢Ε͹ྑ͍

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  173. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ࣗݾ૊৫Խ
    ೥ ೥ ೥ ೥

    View Slide

  174. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    վળͷาΈ
    ώʔϩʔొ৔
    νʔϜ݁੒
    ؅ཧ౷੍
    ࣗݾ૊৫Խ
    ೥ ೥ ೥ ೥

    View Slide

  175. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ

    View Slide

  176. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ

    View Slide

  177. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    View Slide

  178. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒

    View Slide

  179. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ

    View Slide

  180. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ

    View Slide

  181. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ

    View Slide

  182. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ߨٛऀϊʔτ
    ৽͍͠΋ͷ͸ ͙͢ʹௐ΂ͯ ͙͢ʹࢼࣗ͢෼ͳΓͰྑ͍͔Β ٕज़΍πʔϧʹର
    ͢ΔҙݟΛ࣋ͭ͜ͱۀ຿Ͱ࢖͍ͬͯΔ΋ͷ͚ͩʹ௕͚͍ͯΕ͹ྑ͍ʜͱ͍͏ߟ͑
    ͸ࣺͯΔ͜ͱݹ͍΋ͷʹݻࣥ͠ͳ͍͜ͱಉ͡΋ͷͰ΋όʔδϣϯΛ্͛Δ͜ͱ

    View Slide

  183. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ߨٛऀϊʔτ
    ௐࠪ ݕূͯ͠ྑͦ͞͏ͳΒ ૣΊʹ੡඼؀ڥʹಋೖ͢Δ͜ͱ࣮ࡍʹݱ৔Ͱ࢖ͬͯ
    Έͳ͍ͱղΒͳ͍͜ͱ͕ଟ͋͘Δͨͩ͠ ੡඼؀ڥʹಋೖ͢Δࡍ ϦΫεΛ཈͑Δ
    ͨΊ খ͘͞ڱ͍ൣғͰಋೖ͠ ໰୊͕͋Ε͹ ͙͢ʹ໭ͤΔΑ͏ʹ͢Δ͜ͱ

    View Slide

  184. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ

    View Slide

  185. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ
    ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ
    ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ

    View Slide

  186. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ
    ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ
    ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ
    ߨٛऀϊʔτ
    ʮͳͥ ͋ͷݱ৔Ͱ͸ ͋ͷπʔϧΛ࢖͍ͬͯΔͷ͔ʁʯͱ͍͏ݱ৔͝ͱͷഎܠΛ
    ཧղ͢Δ͜ͱ֤ݱ৔͝ͱʹ੍໿΍৚͕݅ҟͳΔͨΊ ߹͏πʔϧ͕ҟͳΔଞࣾࣄ
    ྫΛฉ͘৔߹ ࣗࣾͱଞࣾͷഎܠ ੍໿ͱ৚݅
    Λਅͬઌʹൺֱ͢Δ͜ͱ

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  187. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ
    ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ
    ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ
    దࡐదॴͰ࢖͏͜ͱ

    View Slide

  188. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ
    దࡐదॴͰ࢖͏͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ
    πʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͏
    ૊Έ߹ΘͤͰঢ়گʹରԠ͢Δ
    ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ

    View Slide

  189. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒͢Δࡍʹେ੾ͳ͜ͱ
    ࣮ݧతͰ͋Δ͜ͱ
    ݱ৔͝ͱͷ
    എܠΛ
    ཧղ͢Δ͜ͱ
    దࡐదॴͰ࢖͏͜ͱ
    ֶशҙཉΛ΋ͬͯվળ͠ଓ͚Δ࢟੎ͱ؀ڥ͕େ੾
    ੍໿΍৚͕݅ҟͳΕ͹ద͢Δπʔϧ͸มΘΔ
    πʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͏
    ૊Έ߹ΘͤͰঢ়گʹରԠ͢Δ
    ࢥߟఀࢭͰಉ͡πʔϧΛ࢖͏લʹ എܠΛ୳Δ
    ૉૣ͘ࢼ͢খ͘͞ຊ൪ʹద༻͢Δ
    ߨٛऀϊʔτ
    ͋ΒΏΔશͯͷݴޠ΍πʔϧ αʔϏεʹ޲͖ෆ޲͖͕͋Δຊ࣭Λଊ͑ ਖ਼͘͠࢖
    ͍ ਖ਼͘͠૊Έ߹ΘͤΔ͜ͱ͙͢ʹʮWTʯରཱߏ଄ͰޠΔͷ͸ߟ࡯ෆ଍

    View Slide

  190. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  191. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  192. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ͱͯ΋ྑ͍ʂ

    View Slide

  193. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  194. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  195. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ

    View Slide

  196. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ
    ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯

    View Slide

  197. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ
    ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯
    ߨٛऀϊʔτ
    ґଘؔ܎Λؾʹ͠ͳ͕Β഑ஔ͢Δඞཁ͕ͳ͍ઃஔ͢Δͱ͙͢ಈ͘গͳֶ͍शί
    ετͰ ͙͢ʹίʔυͷಡΈॻ͖͕Ͱ͖ΔΠϯϑϥͷίʔυԽʹదͨ͠ݴޠ

    View Slide

  198. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ
    ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ

    View Slide

  199. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳݴޠͰྑ͍
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ
    ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ

    View Slide

  200. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳݴޠͰྑ͍
    ΫϩείϯύΠϧ γϯάϧόΠφϦ
    ݴޠ࢓༷͕γϯϓϧ
    ഑෍͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ
    ߨٛऀϊʔτ
    ֤ݱ৔ͷഎܠʹ߹ΘͤͨݴޠΛ࠾༻͢Δ͜ͱબఆج४͸ ࣾ಺ʹͦͷݴޠʹਫ਼௨
    ͍ͯ͠ΔΤϯδχΞ͕ଟ਺ࡏ੶͍ͯ͠ΔͳͲͰྑ͍ੈͷதʹ͸ (P͕ඇ஌తͰ͋
    Δ͕Ώ͑ʹ (PͰίʔυΛॻ͘͜ͱ͕ۤ௧ͳਓ΋͍ΔҰํͰ ඇ஌తͳݴޠΛ࠾
    ༻͢Δ͜ͱͰԸܙΛड͚Δݱ৔΋͋Δ

    View Slide

  201. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  202. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  203. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
    ߏ੒͕γϯϓϧ

    View Slide

  204. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯
    தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
    ߏ੒͕γϯϓϧ

    View Slide

  205. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ
    தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
    ߏ੒͕γϯϓϧ

    View Slide

  206. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍
    தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
    ߏ੒͕γϯϓϧ

    View Slide

  207. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ؅ཧ͕؆୯ Ҿ͖ܧ͕͗؆୯
    ӡ༻ίετ௿Լ
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍
    தԝαʔόෆཁ ޻෉࣍ୈͰ44)ෆཁ
    ߏ੒͕γϯϓϧ
    ߨٛऀϊʔτ
    0QT8PSLT͕߹͏ݱ৔΋͋Δ0QT8PSLTͰ΋ಉ༷ͷ͜ͱ͕࣮ݱͰ͖Δޙ΄Ͳ
    HVNJͰͷ"OTJCMFͷ࢖͍ํΛ঺հ͢Δ͕ ͦΕΛࢀর͢ΔͱHVNJʹ"OTJCMF
    ͕߹͏ཧ༝͕෼͔Δऄ଍͕ͩ HVNJւ֎ڌ఺Ͱ͸4BMU4UBDLΛ࠾༻͍ͯ͠Δ

    View Slide

  208. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  209. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒

    View Slide

  210. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ҆৺ͱ৴པͷ
    "84७ਖ਼

    View Slide

  211. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ৽αʔϏεରԠ͕ૣ͍
    ໰͍߹Θ͕ͤ؆୯
    ҆৺ͱ৴པͷ
    "84७ਖ਼

    View Slide

  212. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ৽αʔϏεରԠ͕ૣ͍
    ໰͍߹Θ͕ͤ؆୯
    ҆৺ͱ৴པͷ
    "84७ਖ਼
    ߨٛऀϊʔτ
    Կ͔໰୊͕ൃੜͨ͠ࡍ Ϋϥ΢υαʔϏεଆͷ໰୊ͳͷ͔ʁπʔϧଆͷ໰୊ͳͷ͔ʁ
    ͳͲͷ੾Γ෼͚Λͤͣ ͙͢ʹ"84ʹ໰͍߹ΘͤͰ͖Δ৽αʔϏε΁ͷରԠ͸
    ಉ͡༻్ͷπʔϧͷதͰ࠷΋ૣ͍

    View Slide

  213. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ৽αʔϏεରԠ͕ૣ͍
    ໰͍߹Θ͕ͤ؆୯
    ӡ༻ίετ௿Լ
    ҆৺ͱ৴པͷ
    "84७ਖ਼

    View Slide

  214. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ৽αʔϏεରԠ͕ૣ͍
    ໰͍߹Θ͕ͤ؆୯
    ӡ༻ίετ௿Լ
    ҆৺ͱ৴པͷ
    "84७ਖ਼
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍

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  215. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    πʔϧΛબ୒
    ৽αʔϏεରԠ͕ૣ͍
    ໰͍߹Θ͕ͤ؆୯
    ӡ༻ίετ௿Լ
    ҆৺ͱ৴པͷ
    "84७ਖ਼
    खؒΛ੯͠·ͣίʔυԽ͢Δ޷͖ͳπʔϧͰྑ͍
    ߨٛऀϊʔτ
    "84ΤϯλʔϓϥΠζαϙʔτΛܖ໿͍ͯ͠ΔͳΒ͹ $MPVE'PSNBUJPOΛڧ͘
    ਪ঑͢Δऄ଍͕ͩ &MBTUJD#FBOTUBMLͱ͍͏બ୒ࢶ΋͋Δ&MBTUJD#FBOTUBML
    ʹΑͬͯෑ͔ΕͨϨʔϧʹ৐ΕΔͳΒ͹ ྑ͍બ୒ࢶHVNJͰ͸Ϩʔϧ͔Β୤ઢ͠
    ͨͨΊ $MPVE'PSNBUJPOΛ࠾༻ͨ͠

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  216. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒

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  217. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒
    ߨٛऀϊʔτ
    ݱ৔ͷഎܠΛؑΈͯ ӡ༻ίετ͕Լ͕ΔΑ͏ʹπʔϧΛબ୒͢Δ͜ͱ

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  218. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏

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  219. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ

    View Slide

  220. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ

    View Slide

  221. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ
    ං͑ଠͬͨ
    ςϯϓϨʔτ
    େྔൃੜ

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  222. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ

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  223. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ
    ߨٛऀϊʔτ
    ؀ڥͷ਺͕ଟ͘ ҰͭҰͭͷςϯϓϨʔτϑΝΠϧͷߦ਺΋ଟ͘ͳΔ͜ΕͰ͸؅
    ཧίετ্͕͕ͬͯ͠·͏

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  224. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    $MPVE'PSNBUJPOΛૉ௚ʹ࢖͏ʁ
    πʔϧ $MPVE'PSNBUJPO
    Λ

    View Slide

  225. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    සग़ύλʔϯΛϞδϡʔϧԽ
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ

    View Slide

  226. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    සग़ύλʔϯΛϞδϡʔϧԽ
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    ߨٛऀϊʔτ
    ήʔϜҊ݅ͰΑ͋͘Δසग़ύλʔϯ͝ͱʹ $MPVE'PSNBUJPOςϯϓϨʔτͷ෦෼
    ύʔπΛ࡞Δ෼ׂͷཻ౓΍ํ਑͸ "84αʔϏεΞΠίϯͰԿͱͳ͘૝૾ͯ͠ཉ
    ͍͠

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  227. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    සग़ύλʔϯΛϞδϡʔϧԽ
    YAML
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ

    View Slide

  228. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    සग़ύλʔϯΛϞδϡʔϧԽ
    YAML
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    ߨٛऀϊʔτ
    ؀ڥຖʹখ͞ͳ:".-Λهड़͢Δ͜ΕΛࣗࣾ։ൃͨ͠πʔϧʹ౉͢ͱ πʔϧ͸
    ࣄલʹ४උͯ͋͠Δখ͞ͳςϯϓϨʔτύʔπΛ :".-ʹैͬͯॱ൪ʹ
    $MPVE'PSNBUJPOʹద༻͍ͯ͘͠

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  229. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ

    View Slide

  230. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    ߨٛऀϊʔτ
    ؀ڥຖʹ༻ҙ͞Εͨ:".-͸ ͜ͷΑ͏ͳهࡌͱͳΔωοτϫʔΫ %#αʔό
    8FCαʔόͷଘࡏ͕ಡΈऔΕΔ

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  231. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    feature1
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    create

    View Slide

  232. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    feature1
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    create
    feature1

    View Slide

  233. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    feature1
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    create
    feature1

    View Slide

  234. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    feature1
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    create
    feature1

    View Slide

  235. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  236. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    - name: default
    type: network
    resources:
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    ߨٛऀϊʔτ
    :".-ʹهࡌ͞Εͨ಺༰Λॱʹద༻͢Δ͜ͱͰ GFBUVSF؀ڥͷߏங͕ߦΘΕͨ
    ࣍ʹ ͜ͷ؀ڥʹΩϟογϡΛ௥Ճ͢Δ

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  237. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  238. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    update
    feature1
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  239. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    update
    feature1
    feature1

    View Slide

  240. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  241. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    ߨٛऀϊʔτ
    ࣍ʹ ΠϯελϯεαΠζΛ্͛Δ

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  242. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  243. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    update
    feature1
    feature1

    View Slide

  244. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    update
    feature1
    feature1

    View Slide

  245. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    update
    feature1
    feature1

    View Slide

  246. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  247. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    properties:
    - name: InstanceType
    type: m4.16xlarge
    ߨٛऀϊʔτ
    ࣍ʹ ΠϯελϯεαΠζΛݩʹ໭͠ ίϯςφΛ௥Ճ͢Δ

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  248. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  249. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    update
    feature1

    View Slide

  250. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    update
    feature1

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  251. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    update
    feature1

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  252. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  253. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: game-server
    type: application
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    ߨٛऀϊʔτ
    ฒߦӡ༻͠ ಈ࡞֬ೝ͕ऴΘͬͨͷͪ &$ଆΛ࡟আ͢Δ

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  254. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

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  255. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    update
    feature1
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  256. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    update
    feature1
    feature1

    View Slide

  257. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  258. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    resources:
    - name: default
    type: network
    - name: player-db
    type: aurora
    - name: player-cache
    type: elasticache
    - name: game-container
    type: container
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1
    ߨٛऀϊʔτ
    ࠷ޙʹ GFBUVSF؀ڥશͯΛ࡟আ͢Δ

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  259. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    feature1

    View Slide

  260. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ
    delete
    feature1
    feature1

    View Slide

  261. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    ίʔυͰิ͏
    πʔϧ $MPVE'PSNBUJPO
    Λ

    View Slide

  262. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏

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  263. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏ ίʔυͰ઀ண

    View Slide

  264. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண

    View Slide

  265. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண

    View Slide

  266. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண

    View Slide

  267. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ߨٛऀϊʔτ
    44)ϩάΠϯ͕ඞཁͳͨΊ 伴؅ཧίετ͕ߴ͍

    View Slide

  268. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ႈ౳ੑ

    View Slide

  269. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ႈ౳ੑ
    ߨٛऀϊʔτ
    ӡ༻தͷઃఆ͕߱Γੵ΋ͬͨෳ਺୆ͷαʔόΛ؅ཧ͢ΔͨΊ ႈ౳ੑΛߟྀͯ͠
    1MBZCPPLΛهड़͢Δඞཁ͕͋Δ

    View Slide

  270. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ႈ౳ੑ ࣮ߦࣦഊ

    View Slide

  271. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ႈ౳ੑ ࣮ߦࣦഊ
    ߨٛऀϊʔτ
    ԿΒ͔ͷࣄ৘ʹΑΓ كʹ਺୆ 1MBZCPPLͷద༻ʹࣦഊ͢Δ

    View Slide

  272. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ႈ౳ੑ ࣮ߦࣦഊ
    ΦϯϓϨ೴

    View Slide

  273. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண

    View Slide

  274. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    Make



    View Slide

  275. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ӡ༻தͷ
    &$͸
    Ұ੾มߋ͠ͳ͍
    มߋͨ͘͠ͳͬͨΒ
    Πϯελϯε͝ͱࣺͯΔ
    Make



    View Slide

  276. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    "OTJCMFΛૉ௚ʹ࢖͏ʁ
    ίʔυͰ઀ண
    ӡ༻தͷ
    &$͸
    Ұ੾มߋ͠ͳ͍
    มߋͨ͘͠ͳͬͨΒ
    Πϯελϯε͝ͱࣺͯΔ
    Make



    ߨٛऀϊʔτ
    "84Λ࢖༻͍ͯ͠ΔͨΊ ෋߽తʹ&$ΠϯελϯεΛ࡞ΓࣺͯՄೳႈ౳ੑΛ
    ߟྀ͢Δඞཁ͸ͳ͍ӡ༻ʹೖͬͨ&$Πϯελϯεͷઃఆมߋ͸ઈରʹߦΘͳ
    ͍44)΋ېࢭ͢Δ

    View Slide

  277. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண
    Version=v1
    aws s3 cp ✔


    v1
    Make



    View Slide

  278. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண
    Version=v1
    aws s3 cp ✔


    v1
    Make



    ߨٛऀϊʔτ
    1MBZCPPLΛ4ʹઃஔ͢Δਤʹ͋Δ௨Γ BXTίϚϯυΛ࣮ߦ͢Δγϯϓϧͳ
    .BLFpMFΛ࡞੒ͨ͠

    View Slide

  279. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1

    View Slide

  280. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    ߨٛऀϊʔτ
    ͖͞΄Ͳ঺հͨ͠πʔϧͷ:".-ʹ".*΍1MBZCPPLͷόʔδϣϯΛࢦఆ͠
    $MPVE'PSNBUJPOʹద༻͢Δ

    View Slide

  281. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1

    View Slide

  282. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1

    View Slide

  283. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1

    View Slide

  284. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1
    ߨٛऀϊʔτ
    ͜ΕͰ 1MBZCPPLWͷద༻Λߦͬͨ&$Πϯελϯε͕ىಈ͢ΔHVNJͰ͸
    "84͕഑෍͍ͯ͠Δ".*ʹखΛՃ͑ͣʹ࢖༻͓ͯ͠Γ ߏ੒؅ཧ͸શͯ
    1MBZCPPLͰ؅ཧ͍ͯ͠Δىಈ͕࣌ؒ஗͍ͳͲͷ໰୊͕ൃੜ͢ΔͳΒ͹ݟ௚͕͢
    ݱঢ়͸ ͜ͷ؅ཧํ๏Ͱ໰୊͸ͳ͍

    View Slide

  285. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1
    v2
    Version=v2



    aws s3 cp



    Make

    View Slide

  286. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v1
    v2
    Version=v2



    aws s3 cp



    Make
    ߨٛऀϊʔτ
    1MBZCPPLΛมߋ͠ Wͱͯ͠4ʹઃஔ͢Δ

    View Slide

  287. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  288. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  289. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2
    ߨٛऀϊʔτ
    :".-ͷ1MBZCPPLόʔδϣϯͷΈมߋͨ͜͠ͱͰ "VUP4DBMJOHͷ
    -BVODI$POpHVSBUJPOͷ6TFS%BUBͷΈ͕มߋͱͳΔ

    View Slide

  290. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  291. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  292. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  293. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2
    ߨٛऀϊʔτ
    ͜ΕͰ 1MBZCPPLW͕ద༻͞Εͨ&$Πϯελϯε͕ىಈ͢Δ͠͹Β༷͘ࢠ
    Λݟͯ໰୊͕ͳ͚Ε͹ 1MBZCPPLW͕ద༻͞Εͨ&$ΠϯελϯεΛఀࢭ͢Δ

    View Slide

  294. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  295. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2
    ߨٛऀϊʔτ
    BXTDMJܦ༝Ͱ"VUP4DBMJOHΛૢ࡞͠ Πϯελϯεͷ୆਺ΛݮΒ͢༧Ίऴྃϙ
    ϦγʔΛ0MEFTU*OTUBODFʹ͓ͯ͘͠ͱ ݹ͍Πϯελϯε͔Β࡟আ͞ΕΔ

    View Slide

  296. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2

    View Slide

  297. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    πʔϧ "OTJCMF
    ͱπʔϧ $MPVE'PSNBUJPO
    Λ
    ίʔυԽ
    ίʔυͰ઀ண



    Make



    v1
    resources:
    - name: IMAGE_ID
    value: ami-0d74386b
    - name: PLAYBOOKVERSION
    value: v2



    v2
    ߨٛऀϊʔτ
    Ұ࿈ͷྲྀΕͷதͰ BXTDMJͳͲͷෳ਺ͷπʔϧΛ࢖͍෼͚͍ͯΔશͯΛ·ͱΊΒ
    Εͳ͍͔ʁͱߟ͑Δ͔΋͠Εͳ͍͕ ࣮ࡍʹ·ͱΊΑ͏ͱ͢Δͱ ਓͷ൑அ͕ඞཁ
    ͳͱ͜ΖΛίʔυԽ͢Δࡍʹۤ࿑͢Δͨͩ͠ վળͷ༨஍͸͋ΔͨΊ ࠓޙͷ՝୊
    ͱ͍ͯ͠Δ

    View Slide

  298. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏ ίʔυͰ઀ண

    View Slide

  299. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏ ίʔυͰ઀ண
    ߨٛऀϊʔτ
    طଘπʔϧͷຊ࣭Λཧղ͠ ਖ਼͘͠࢖͍ͭͭ ͦΕΒͷ伱ؒΛຒΊΔ͜ͱʹ஫ྗ͢
    Δ͜ͱ伱ؒΛຒΊΔͨΊʹ ϧʔϧΛ࡞Γ ίʔυΛॻ͘͜ͱ

    View Slide

  300. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏ ίʔυͰ઀ண

    View Slide

  301. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ίʔυԽ
    Make



    πʔϧΛબ୒ ίʔυͰิ͏ ίʔυͰ઀ண
    ߨٛऀϊʔτ
    ࠓճ঺հͨ͠Ҏ֎ʹ σϓϩΠπʔϧͳͲ΋ΠϯϑϥνʔϜ͕։ൃ͍ͯ͠ΔͦΕ
    Β͸ผͷػձʹ঺հ͍ͨ͠

    View Slide

  302. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ

    View Slide

  303. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ໨࣍
    ѱઓۤಆͨ͠
    վળͷาΈ
    ͸೥͔͚ͯ΋ऴΘΒͳ͍
    վળΛଅਐ͢Δ
    ίʔυԽ
    ͷਐΊํ͸ࢼߦࡨޡͷ࿈ଓ
    ·ͱΊ

    View Slide

  304. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ

    View Slide

  305. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    Ұਓ νʔϜ ૊৫
    ελʔτΞοϓ Ұ෦্৔اۀ
    ख࡞ۀ ίʔυԽ
    ࣄྫ঺հ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  306. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  307. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!
    ߨٛऀϊʔτ
    ʮ࣮ݧࣦͯ͠ഊֶͯ͠Ϳʯͱ͍͏ߦಈ͸ πʔϧ͚ͩʹݶͬͨ࿩͠Ͱ͸ͳ͘ ૊৫ͷ
    ମ੍΍νʔϜ׆ಈͳͲ ͋ΒΏΔ΋ͷΛର৅ͱ͍ͯ͠Δ

    View Slide

  308. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    ౰ࣄऀͷํʑ΁
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  309. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    খ͘͞ࢼ͠ খࣦ͘͞ഊ
    ࣦഊ͕લఏͰྑ͍
    ͔ͳΒͣվળ͢Δ͜ͱ
    ͨͩ͠ݠڏʹֶͿ͜ͱ
    ౰ࣄऀͷํʑ΁
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  310. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    খ͘͞ࢼ͠ খࣦ͘͞ഊ
    ࣦഊ͕લఏͰྑ͍
    ͔ͳΒͣվળ͢Δ͜ͱ
    ͨͩ͠ݠڏʹֶͿ͜ͱ
    ౰ࣄऀͷํʑ΁ ར༻ऀ΍֎໺ͷํʑ΁
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

    View Slide

  311. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    খ͘͞ࢼ͠ খࣦ͘͞ഊ
    ࣦഊ͕લఏͰྑ͍
    ͔ͳΒͣվળ͢Δ͜ͱ
    ͨͩ͠ݠڏʹֶͿ͜ͱ
    ౰ࣄऀͷํʑ΁ ར༻ऀ΍֎໺ͷํʑ΁
    ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁
    લͷΊΓͷࣦഊʹ͸׮༰ʹ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!

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  312. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    খ͘͞ࢼ͠ খࣦ͘͞ഊ
    ࣦഊ͕લఏͰྑ͍
    ͔ͳΒͣվળ͢Δ͜ͱ
    ͨͩ͠ݠڏʹֶͿ͜ͱ
    ౰ࣄऀͷํʑ΁ ར༻ऀ΍֎໺ͷํʑ΁
    ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁
    લͷΊΓͷࣦഊʹ͸׮༰ʹ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!
    ߨٛऀϊʔτ
    ݮ఺ํࣜͰӡ༻ऀΛ੹ΊΔͱ कΓʹೖΓ ແବͳ๷ޚߦಈͰଟେͳ޻਺Λ࿘අ͢
    ΔʮલͷΊΓͷࣦഊʯ͸ ׮༰ʹड͚ࢭΊΔ͜ͱ

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  313. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    খ͘͞ࢼ͠ খࣦ͘͞ഊ
    ࣦഊ͕લఏͰྑ͍
    ͔ͳΒͣվળ͢Δ͜ͱ
    ͨͩ͠ݠڏʹֶͿ͜ͱ
    ౰ࣄऀͷํʑ΁ ར༻ऀ΍֎໺ͷํʑ΁
    ݮ఺ํ͔ࣜΒՃ఺ํࣜ΁
    લͷΊΓͷࣦഊʹ͸׮༰ʹ
    ࣮ݧతͰ͋Δ͜ͱ ࣦഊ͔ΒֶͿ͜ͱ
    ࣋ͪؼͬͯ΄͍͜͠ͱ
    First to Try, First to Fail, First to Recover!
    ͍΍ ·ͯʜ
    Less DevOps, More Code
    Ͳ͜΁ߦͬͨ

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  314. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    Less Ops, More Code
    ࠓ೔ͷ࿩͠͸
    Less DevOps, More Code
    ΠϯϑϥΤϯδχΞͷࢹ఺͔ΒͳΒ

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  315. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    Less DevOps, More Code
    ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β
    ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ

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  316. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    Less DevOps, More Code
    ɹࢲୡ͸ ήʔϜͷ໘ന͞ʹ௚݁͠ͳ͍%FWͱ0QTΛ
    Ҿ͖ड͚ օ͞ΜʹήʔϜͷ໘ന͞ʹ௚݁͢ΔίʔυΛ
    ΋ͬͱͨ͘͞Μॻ͍ͯ΋Β͑ΔΑ͏ ܧଓతʹۀ຿վળ
    ͠ଓ͚·͢
    ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β
    ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ

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  317. $PQZSJHIU $
    HVNJ*OD"MM3JHIUT3FTFSWFE
    ·ͱΊ
    Less DevOps, More Code
    ɹࢲୡ͸ ήʔϜͷ໘ന͞ʹ௚݁͠ͳ͍%FWͱ0QTΛ
    Ҿ͖ड͚ օ͞ΜʹήʔϜͷ໘ന͞ʹ௚݁͢ΔίʔυΛ
    ΋ͬͱͨ͘͞Μॻ͍ͯ΋Β͑ΔΑ͏ ܧଓతʹۀ຿վળ
    ͠ଓ͚·͢
    ΠϯϑϥνʔϜͱڞ௨։ൃνʔϜ͔Β
    ήʔϜ։ൃνʔϜ΁ͷϝοηʔδ
    ߨٛऀϊʔτ
    ͜ͷΑ͏ͳ࢟੎͕Πϯϑϥӡ༻ʹඞཁͩͱHVNJͰ͸ߟ͍͑ͯΔΈͳ͞Μͷࢀߟ
    ʹͳΔ͜ͱΛئ͍ͬͯΔ

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