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Aamazonを支えるクラウドとは?

kawaji
September 19, 2019

 Aamazonを支えるクラウドとは?

kawaji

September 19, 2019
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  1. "NB[POΛࢧ͑ΔΫϥ΢υͱ͸
    &4%ձһྫձ

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  2. ࣗݾ঺հ
    • ॴଐ

    ༗ݶձࣾεΫϥονιϑτ
    • ໊લ

    ઒࿏ོٛʢ͔Θ͡Α͔ͨ͠ʣ
    • ࢓ࣄ

    γεςϜडୗ։ൃ

    AWSߏஙɾӡ༻Ҋ݅ͷαϙʔτ

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  3. ࠓ೔ͷλʔήοτ
    w ʮΫϥ΢υʯͱ͍͏ϑϨʔζ͸ཧղ͍ͯ͠Δ͕ྑ͕͞Θ͔Βͳ͍
    w طଘͷγεςϜΛΫϥ΢υ΁Ҡߦ͢ΔϝϦοτ͕Θ͔Βͳ͍
    w 4*ϕϯμʔʹ૬ஊͨ͠ΒʮΫϥ΢υ͸ةͳ͍ʯɺʮΫϥ΢υ͸ߴ͍ʯͱݴ
    ΘΕͨ
    ͱ͍͏Α͏ͳํ޲͚Ͱ͢

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  4. ඼ἧ͑
    ސ٬ମݧ
    ސ٬਺
    ग़ళࣾ
    ௿ίετମ
    ࣭ɾߏ଄
    ௿Ձ֨
    ੒ ௕

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  5. Amazon Go : ৽͍͠ܗͷళฮͷελΠϧ
    • Ϩδͷͳ͍ίϯϏχ
    • ͓٬͞·͸঎඼ΛϐοΫΞοϓ
    ͠ɺͦͷ··͓ళͷ֎ʹग़͍ͯ
    ͨͩ͘͜ͱͰങ͍෺͕׬ྃ
    • Amazon.comͷΞΧ΢ϯτʹν
    ϟʔδ
    • ը૾ೝࣝΛத৺ͱͨ͠͞·͟·
    ͳςΫϊϩδʔͰखʹऔͬͨ঎
    ඼Λ೺Ѳ

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  6. Amazon Robotics ɾAmazonͷ૔ݿͷޮ཰ԽΛRobotͰߦ͏͜ͱΛݚڀ͢Δ
    ͨΊʹઃཱ
    ɾ഑ૹηϯλʔ಺ͷ࡞ۀΛɺϩϘοτ޻ֶΛ༻͍ͯࣗಈԽ
    ͢Δ͜ͱΛݚڀ
    ʮࣗ཯Ҡಈʯ
    ʮݴޠೝࣝʯ
    ʮ෺ମೝࣝʯ
    ͳͲΛػցֶशςΫϊϩδΛ༻͍࣮ͯࢪ
    ɾਆಸ઒ݝ઒࡚ࢢͷ৽෺ྲྀڌ఺
    ʮΞϚκϯ઒࡚FCʯʢϑϧϑΟϧϝϯτηϯλʔʣͰಋೖ

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  7. ࠓ೔͸͜ͷΑ͏ʹ੒௕Λଓ͚Δ
    "NB[PO͕ख͕͚͍ͯΔ"84Λ঺հ͠·͢

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  8. ॳظͷ"NB[PODPNͷ՝୊
    wγεςϜ͕εέʔϧ͠ͳ͍
    wࣗࣾ·ͨ͸σʔληϯλʔձࣾͷ૿ઃ͕௥͍͔ͭͳ͍
    wߴ͍ϋʔυ΢ΣΞɾιϑτ΢ΣΞߪೖඅ༻
    wαʔϏεͷ௥Ճ΍վળ͕Πϯϑϥཁ݅Ͱ஗Ԇ

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  9. "NB[PO8FC4FSWJDFT "84

    BNB[PODPNͷ՝୊Λղܾ͢ΔͨΊʹੜ·ΕͨςΫϊϩδʔ͕"84
    w ༧Ίେن໛ʹ౤ࢿ͠४උ͢Δ
    w σʔληϯλʔɺαʔόʔɺετϨʔδػث
    wඞཁͳ࣌ʹɺඞཁͳͱ͖͚ͩɺ௿Ձ֨Ͱ

    ॳظ౤ࢿෆཁɺ࣮ࡍ࢖༻෼ͷΈࢧ෷͍ɺ༰қͳεέʔϧΞοϓμ΢ϯɺ
    ఆֹͷมಈඅɺεϐʔυɺࢢ৔ಋೖͱढ़හੑͷվળ

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  10. "84ͷϏδωεͷݱঢ়
    wࡢ೥౓ൺͷ੒௕
    w਺ඦສΛ௒͑Δར༻Ϣʔβʔ਺

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  11. "NB[POશମͷ७རӹ "84͚ͩͷച্ɾརӹਪҠ
    རӹਪҠ 2

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  12. རӹਪҠ 2

    "NB[POશମͷ७རӹ "84͚ͩͷച্ɾརӹਪҠ
    21ԯ7700ສυϧ
    ̏̌ԯ̎̓̌̌ສυϧ ԯ̓̌̌ສυϧ

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  13. "84ͷػೳվળɺ৽نαʔϏεఏڙεϐʔυ






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  14. Ҏ্ͷαʔϏε܊

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  15. ͳͥ"84Λར༻͢Δ͔
    w ϏδωεՁ஋Λग़͢։ൃʹ஫ྗ͍ͨ͠

    ͦ͏Ͱͳ͍΋ͷ͸"84ʹ೚ͤΔ
    w Մ༻ੑ

    ΦϯϓϨϛεΛར༻͢ΔͱਓతϦιʔε΁ͷඅ༻͕ߴֹʹͳΔ্ʹɺ

    ࣭΋"NB[POͷαϙʔτମ੍ΑΓԼʹͳΔ
    w ίετ࠷దԽ

    ॳظ౤ࢿෆཁɺϥϯχϯάίετ෦෼ʹ͍ͭͯ"84͸ܧଓతͳ஋Լ͛Λ͢ΔจԽ
    w ηΩϡϦςΟҡ࣋ίετΛԼ͍͛ͨ

    ˞ޙ΄Ͳ͓࿩͠·͢

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  16. ϏδωεՁ஋Λग़͢։ൃʹ஫ྗ͍ͨ͠

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  17. Ҏ্ͷαʔϏε܊

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  18. Ҏ্ͷαʔϏε܊
    ΞϓϦέʔγϣϯ
    "84ͷ֤छαʔϏεΛར༻্ͨ͠Ͱɺ
    ϏδωεՁ஋ΛੜΈग़͢ΞϓϦέʔγϣϯΛࡌ͍ͤͯ͘ɻ

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  19. ίετ
    ॳظ౤ࢿෆཁɺࣄલͷαΠδϯάʢݟੵʣʹ͔͚Δਓతίετେ෯࡟ݮ

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  20. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ

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  21. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ
    ͍͍ͩͨޙͰมߋɾ௥Ճ

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  22. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ
    ͍͍ͩͨޙͰมߋɾ௥Ճ
    ࠜڌʹ๡͍͠ئ๬Λྻڍ

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  23. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ
    ͍͍ͩͨޙͰมߋɾ௥Ճ
    ࠜڌʹ๡͍͠ئ๬Λྻڍ
    ·ͩݟ͵׬੒ޙͷγεςϜͷύϑΥʔϚϯε

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  24. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ
    ͍͍ͩͨޙͰมߋɾ௥Ճ
    ࠜڌʹ๡͍͠ئ๬Λྻڍ
    ·ͩݟ͵׬੒ޙͷγεςϜͷύϑΥʔϚϯε
    ཁ݅ઈରมΘΒͳ͍ͳΒ͹ɾɾɾ

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  25. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ཁ݅ఆٛΛߦ͍
    ཁ͔݅ΒඇػೳཁٻΛચ͍ग़͠
    $16ੑೳɺϝϞϦαΠζΛݕ౼
    σʔλϕʔε͸ͲΕ͙Β͍ͷσʔλ͕஝ੵ͞ΕΔ͔
    ϐʔΫ࣌ʹͲͷఔ౓ΞΫηε͕༗Δ͔ʁ
    ͍͍ͩͨޙͰมߋɾ௥Ճ
    ࠜڌʹ๡͍͠ئ๬Λྻڍ
    ·ͩݟ͵׬੒ޙͷγεςϜͷύϑΥʔϚϯε
    ཁ݅ઈରมΘΒͳ͍ͳΒ͹ɾɾɾ
    ෼͔ΔΘ͚͕ͳ͍ɻ·ͩϦϦʔε͍ͯ͠ͳ͍γεςϜͳͷ͔ͩΒ

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  26. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ͱ͸͍͑զʑ͸͜ͷ՝୊ʹ௕೥ཱͪ޲͔͖ͬͯ·ͨ͠

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  27. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    Έͳ͞Μ෼͔Γ·͢ΑͶʁ

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  28. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    όοϑΝΛੵΉʂʂ

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  29. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ΤϯδχΞͷݕ౼݁Ռ
    ࣦഊ͸ڐ͞Εͳ͍
    ΤϯδχΞͷఏग़ݟੵΓ
    ࣦഊ͸ڐ͞Εͳ͍
    Ӧۀͷఏग़ݟੵΓ
    ݟੵΓ׬ྃ·Ͱ਺ि͔ؒΒ਺ϲ݄ͱ͔Α͋͘Γ·͢
    ୭΋͕ਅ݋ʹ࣌ؒΛ࢖͍਺ࣈͱ޲͖߹͍ͬͯΔ͕ɺਫ਼౓ΛߴΊΔࠔ೉͞

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  30. ͜ͷΑ͏ͳա৒ͳݟੵͷ݁Ռ
    ى͜Δ͜ͱ

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  31. "84Λར༻ͨ͠৔߹
    ՝୊$16ੑೳɺϝϞϦαΠζ͕ෆ଍ͦ͠͏
    "NB[PO&$
    ਺෼Ͱىಈɺ̍ඵຖͷैྔ՝ۚͰར༻ՄೳͳԾ૝αʔόʔ
    $16 ϝϞϦ *0ɾ(16ͳͲಛ௃Λ࣋ͬͨΠϯελϯεϑΝϛϦʔΛఏڙ
    Քಇޙ΋Ұ࣌ఀࢭ͠ɺඞཁͳੑೳΛ࣋ͬͨΠϯελϯεͱͯ͠εέʔϧΞοϓμ΢ϯ͕Մೳ

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  32. "84Λར༻ͨ͠৔߹
    ՝୊σʔλϕʔεͷετϨʔδαΠζ͕ෆ҆
    "NB[PO3%4
    .Z42- 0SBDMF 42-4FSWFS 1PTUHSF42- .BSJB%# "VSPSB͔Βબ୒Մೳɻ
    όοΫΞοϓ΍ϑΣΠϧΦʔόʔʹରԠͨ͠%#Λ਺ΫϦοΫͰར༻Մೳɻ
    ϝϯςφϯείετΛେ෯ʹ࡟ݮ ύον౰ͯ΍όοΫΞοϓ͸"84͕ߦͬͯ͘ΕΔ

    தͰ΋"VSPSBΛબ୒͍ͯ͠Δ৔߹͸࠷େ5·ͰσΟεΫαΠζࣗಈ֦ு

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  33. "84Λར༻ͨ͠৔߹
    ՝୊ϐʔΫ࣌ʹػձଛࣦͳ͘γεςϜΛՄಈ͍ͤͨ͞
    &MBTUJD-PBE#BMBODJOH
    ෳ਺ͷ"NB[PO&$Πϯελϯεʹෛՙ෼ࢄ
    ෳ਺ͷΞϕΠϥϏϦςΟκʔϯʹލͬͯɺߴϨϕϧͷ଱ো֐ੑΛ࣮ݱ
    &-#ࣗମ͕ࣗಈతʹΩϟύγςΟΛ૿ݮ
    "VUP4DBMJOH
    ࣄલʹࢦఆͨ͠ᮢ஋ɾ৚݅ʹΑΓ"NB[PO&$Λ૿ݮͤ͞Δ͜ͱ͕Մೳ
    ಛఆͷ͚࣌ؒͩαʔόʔΛ୆ɺਂ໷͸̑୆ͳͲͷίϯτϩʔϧ΋Մೳ

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  34. "84Λར༻ͨ͠৔߹
    ՝୊όονॲཧͷෛՙɾίετΛԼ͍͛ͨ
    "84#BUDI
    ࢦఆͨ͠εέδϡʔϧʹىಈͤ͞ɺॲཧ͕׬ྃ࣌఺ͰαʔόʔΛഁغ͢Δ͜ͱ͕Մೳ
    ॲཧ͢Δࡍʹར༻͢Δ"NB[PO&$ͷΠϯελϯεछผ͸ࣗ༝ʹࢦఆͰ͖Δҝɺ
    ϋΠεϖοΫͳϚγϯΛόονॲཧத͚ͩར༻͢Δ͜ͱ͕ग़དྷΔ

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  35. Մ༻ੑ
    Մ༻ੑͱ͸ʮγεςϜ͕ܧଓͯ͠ՔಇͰ͖Δೳྗʯͷ͜ͱ

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  36. ·ͣ஌͓ͬͯ͘΂͖ࣄ

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  37. ϦʔδϣϯͱΞϕΠϥϏϦςΟκʔϯ
    Ϧʔδϣϯ͸ෳ਺ͷΞϕΠϥϏϦςΟκʔϯ ";
    Ͱߏ੒
    ";͸ɺෳ਺ͷσʔληϯλʔʹΑͬͯߏ੒͞Εɺߴ͍ରো֐ੑΛఏڙ
    ͷϦʔδϣϯɺ̍ͷϩʔΧϧϦʔδϣϯɺ̒̍ͷΞϕΠϥϏϦςΟκʔϯɺͷΤοδϩέʔγϣϯ
    ೔ຊʹ͍ͳ͕Βશੈք΁αʔϏεల։Մೳ

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  38. ΦϯϓϨϛεͷΑ͋͘Δߏ੒
    '8
    '8
    ϧʔλʔ
    ϧʔλʔ
    %#
    ετϨʔδ
    -#
    8
    "1
    -#
    8
    "1
    %#
    ετϨʔδ
    ֤ϋʔυ΢ΣΞΛ৑௕Խ͠
    ϋʔυ΢ΣΞো֐ͳͲʹඋ͑Δߏ੒
    σʔληϯλʔ
    ۚ༥ػؔɺҰ෦େن໛αʔϏεΛআ͖
    Ұൠతʹσʔληϯλʔશମ΁ͷো֐
    ʹ͸ରԠͰ͖ͳ͍ɻ ༧ࢉతʹ

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  39. "84ʹஔ͖׵͑ͯ͠ΈΔ
    Ϧʔδϣϯ
    ΞϕΠϥϏϦςΟκʔϯ ΞϕΠϥϏϦςΟκʔϯ
    8 8
    "1 "1
    %# %#
    -#
    σʔληϯλʔΛލ͍ͩܗͰͷ৑௕Խ͕ઃ
    ఆͷΈͰߦ͑Δ
    ো֐ൃੜ࣌ʹ͸"84ଆͷαʔϏεͱͯ͠੾
    Γସ͕͑ߦΘΕΔ
    &-# ϩʔυόϥϯαʔ

    &$ Ծ૝αʔόʔ

    3%4 σʔλϕʔε

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  40. ྨࣅͳ؀ڥΛ༻ҙͰ͖Δ
    '8
    '8
    ϧʔλʔ
    ϧʔλʔ
    %#
    ετϨʔδ
    -#
    8
    "1
    -#
    8
    "1
    %#
    ετϨʔδ
    σʔληϯλʔ
    Ϧʔδϣϯ
    ΞϕΠϥϏϦςΟκʔϯ ΞϕΠϥϏϦςΟκʔϯ
    8 8
    "1 "1
    %# %#
    -#

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  41. ྨࣅͳ؀ڥΛ༻ҙͰ͖Δ
    '8
    '8
    ϧʔλʔ
    ϧʔλʔ
    %#
    ετϨʔδ
    -#
    8
    "1
    -#
    8
    "1
    %#
    ετϨʔδ
    σʔληϯλʔ
    Ϧʔδϣϯ
    ΞϕΠϥϏϦςΟκʔϯ ΞϕΠϥϏϦςΟκʔϯ
    8 8
    "1 "1
    %# %#
    -#
    ྨࣅͳ؀ڥΛ࣮ݱ͢Δ͚ͩͰ͸ͳ͘ɺ
    Մ༻ੑ্͕͕͍ͬͯΔɻ
    Ϧʔδϣϯ
    ΞϕΠϥϏϦςΟκʔϯ
    ϙΠϯτ͸

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  42. Մ༻ੑΛ͓Ζ͔ͦʹ͢Δͱ
    ઌ݄ൃੜͨ͠େن໛ো֐Ͱ
    ਺ଟ͘ͷαʔϏε͕Ұ࣌ར༻ෆՄʹ
    ʮ΋ͷ͸յΕΔʯ
    Λલఏͱͨ͠ઃܭ͕ٻΊΒΕΔ

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  43. ౎ࢢ఻આ
    Ϋϥ΢υͱ͍͏ϑϨʔζ͕ਁಁ͖ͯͨ͠ݱࡏͰ΋਺ଟ͘ͷࣄ࣮ͱ͸ҟͳΓޡ
    ղऍ͞Εͨৗࣝͱ͍͏΋ͷ͕͋Γ·͢ɻ
    ೔ʑ͍Ζ͍Ζͳํ͔Β࣭໰Λ͞ΕΔ୅දతͳʮޡղ͞Εͨ಺༰ʯΛ

    ʮ౎ࢢ఻આʯͱͯ͠Ұ෦঺հ͠·͢ɻ

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  44. ͦͷ̍ɿΦϯϓϨϛεͷํ͕Ϋϥ΢υΑΓ҆શͩ

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  45. "84ͷ੹೚ڞ༗Ϟσϧ
    ར༻ऀ͕੹೚Λ࣋ͭൣғ
    "84͕੹೚Λ࣋ͭൣғ

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  46. "84ͷηΩϡϦςΟ

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  47. "84ͷηΩϡϦςΟ
    "84Λར༻͢Δ͜ͱͰ
    ͜ΕΒͷηΩϡϦςΟ͕෇͍ͯ͘Δ
    ݱ࣮໰୊ಉϨϕϧͷୈࡾऀೝূೝఆΛऔಘ͠
    ҡ࣋͠ଓ͚Δ͜ͱ͸ࠔ೉͔ͭߴίετ

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  48. ηΩϡϦςΟؔ࿈"84αʔϏε͕๛෋

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  49. ͦͷ̍ɿΦϯϓϨϛεͷํ͕Ϋϥ΢υΑΓ҆શͩ
    ࣄ࣮
    "84؀ڥͰ͸༷ʑͳೝূ΍ೝఆΛऔಘ͍ͯ͠ΔͨΊɺΦϯϓ
    Ϩϛεͱಉ౳ɺ΋͘͠͸ͦΕҎ্ͷηΩϡϦςΟΛޮ཰తʹ
    ࣮૷͕ՄೳͰ͢ɻ

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  50. ͦͷ̎ɿΫϥ΢υ͸Ծ૝αʔόʔΛି͍ͯ͠Δ͚ͩ

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  51. Ҏ্ͷαʔϏε܊

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  52. Ҏ্ͷαʔϏε܊
    "84ͷαʔϏεΛར༻͢Δ͜ͱͰɺΑΓϏδωεՁ஋ͷ
    ߴ͍෦෼͚ͩʹ஫ྗ͢Δ͜ͱ͕ग़དྷΔɻ
    "84ͷαʔϏεʹଘࡏ͠ͳ͍΋ͷ͚ͩΛ։ൃ͍͚ͯ͠͹Α͍ɻ

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  53. ͦͷ̎ɿΫϥ΢υ͸Ծ૝αʔόʔΛି͍ͯ͠Δ͚ͩ
    ࣄ࣮
    "84Ͱ͸Ծ૝αʔόʔ΋ఏڙ͍ͯ͠Δ͕ɺ๛෋ͳαʔϏεϥ
    ΠϯφοϓΛ૊Έ߹ΘͤͯγεςϜΛߏஙͰ͖Δ఺͕ैདྷͷ
    γεςϜ։ൃͱҟͳΔ఺Ͱ͋Δɻ

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  54. طଘγεςϜҠߦ
    ΦϯϓϨϛεجװγεςϜΛҠߦ͢Δ
    ͓͢͢Ίखॱͷ঺հ

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  55. 5$0ͷݕ౼Λߦ͏
    w 5$0 5PUBM$PTUPG0XOFSTIJQ
    ͱ͸ʮ૯อ༗ίετʯͷ͜ͱͰɺ͋Δઃ
    උͳͲͷࢿ࢈ʹؔ͢Δߪೖ͔Βഁغ·Ͱʹඞཁͳ࣌ؒͱࢧग़ͷ૯ܭɻ
    w ༧ࢉΛ࡞੒͢Δ࣌ʹɺϥϯχϯάίετͱͯ͠ඞཁʹͳΔܦඅΛߟྀʹೖ
    Εͣॳظ౤ࢿֹ͚ͩʹ஫໨͕ͪ͠ͳͷͰ஫ҙ͕ඞཁɻ

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  56. ॳظ౤ࢿ̌ԁ
    ϥϯχϯάίετ
    "84
    ॳظ౤ࢿ
    ϥϯχϯάίετ
    ݟམͱ͕ͪ͠
    ΦϯϓϨϛε
    ೥ ೥
    "84͸ϥϯχϯάίετੵࢉΦϯϓϨϛεͷॳظ౤ࢿ
    ݁Ռ"84͕ߴ͍ʂͱ͍͏ݟੵΓ͕ग़ͨΒཁ஫ҙ

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  57. "84ͷྉۚʹؚ·ΕΔ΋ͷ
    w σʔληϯλʔඅ༻
    w αʔόػث ୅ସػؚΉ

    w ωοτϫʔΫػث
    w ػثอकඅ༻
    w ిݯඅ༻
    w 04අ༻
    w ӡ༻ਓ݅අ
    w όοΫΞοϓιϑτ΢ΣΞ
    w σʔλ҉߸Խػೳ
    w ಛݖ؅ཧػೳ
    w Ϧιʔε؂ࢹϞδϡʔϧ

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  58. ద੾ͳαΠδϯά

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  59. ྫجװγεςϜΛΫϥ΢υԽ͍ͨ͠
    γφϦΦ

    ͱ͋Δاۀ༷͕̍̌ʙ̎̌ଘࡏ͢ΔطଘγεςϜΛΫϥ΢υҠߦ͍ͨ͠ͱཁ๬
    w ख࢝Ίʹൺֱతখ͞ͳγεςϜΛҠߦ͢Δ

    ·ͣ͸͓٬༷ʹ"84Λཧղɾମײͯ͠΋Β͏
    w Ҡߦ͢ΔதͰϖʔεΛ্͛ɺத֩ͱͳΔγεςϜͷҠߦ΋ݕ౼

    ίετײ֮Λཆ͔ͬͯΒ͕ྑ͍
    खॱ

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  60. খ͘͞Ҡߦ͕Ͱ͖ͳ͍έʔεͷରॲ๏
    Ҡߦܭը͕೉͍͠έʔε
    γεςϜ"
    γεςϜ#
    γεςϜ$
    ෳ਺ͷγεςϜ͕ີʹ࿈ܞΛͱ͍ͬͯΔͨΊɺ
    ݸผͷ੾Γ཭͕͠೉͍͠

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  61. খ͘͞Ҡߦ͕Ͱ͖ͳ͍έʔεͷରॲ๏
    γεςϜ"
    γεςϜ$
    "84
    ΦϯϓϨϛε
    γεςϜ#
    ߴ଎ͳઐ༻ճઢ
    ߴ଎ͳઐ༻ճઢΛར༻͠ɺωοτϫʔΫ஗ԆΛۃྗ཈͑γες
    Ϝͷ෦෼੾Γग़͠Λߦ͏͜ͱ͕Մೳɻ
    ͜ͷҠߦظʹൃੜ͢Δঢ়گΛʮϋΠϒϦοτΫϥ΢υʯͱݺͿ

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  62. "84%JSFDU$POOFDU

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  63. ͦͷଞ"NB[PO&$#BSF.FUBM

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  64. ͦͷଞ7.XBSF$MPVEPO"84

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  65. ʮΫϥ΢υԽ͠ͳ͍ʂʯ
    PS
    ʮҰؾʹҰେϓϩδΣΫτͱͯ͠Ҡߦ͠Α͏ʂʯ
    ͷ྆ऀ୒ҰͰ͸ͳ͘ܭըతҠߦΛߦ͍·͠ΐ͏ɻ

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  66. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠

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