Aamazonを支えるクラウドとは？

Transcript

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. "NB[POͱ͸
   

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

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

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

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

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12. "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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13. "84ͷϏδωεͷݱঢ়
    wࡢ೥౓ൺͷ੒௕
    w਺ඦສΛ௒͑Δར༻Ϣʔβʔ਺
    

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14. "NB[POશମͷ७རӹ "84͚ͩͷച্ɾརӹਪҠ
    རӹਪҠ 2
    
    

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15. རӹਪҠ 2
    
    "NB[POશମͷ७རӹ "84͚ͩͷച্ɾརӹਪҠ
    21ԯ7700ສυϧ
    ̏̌ԯ̎̓̌̌ສυϧ ԯ̓̌̌ສυϧ
    

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16. "84ͷػೳվળɺ৽نαʔϏεఏڙεϐʔυ
    
    
    
    
    
    
    

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17. Ҏ্ͷαʔϏε܊
    

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18. 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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19. ϏδωεՁ஋Λग़͢։ൃʹ஫ྗ͍ͨ͠
    

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20. Ҏ্ͷαʔϏε܊
    

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

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22. ίετ
    ॳظ౤ࢿෆཁɺࣄલͷαΠδϯάʢݟੵʣʹ͔͚Δਓతίετେ෯࡟ݮ
    

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

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

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

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

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

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28. ै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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29. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    ͱ͸͍͑զʑ͸͜ͷ՝୊ʹ௕೥ཱͪ޲͔͖ͬͯ·ͨ͠
    

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30. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    Έͳ͞Μ෼͔Γ·͢ΑͶʁ
    

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31. ैདྷͷΠϯϑϥߏ੒ͷݟੵΓํ๏
    όοϑΝΛੵΉʂʂ
    

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

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33. ͜ͷΑ͏ͳա৒ͳݟੵͷ݁Ռ
    ى͜Δ͜ͱ
    

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35. "84Λར༻ͨ͠৔߹
    ՝୊$16ੑೳɺϝϞϦαΠζ͕ෆ଍ͦ͠͏
    "NB[PO&$
    ਺෼Ͱىಈɺ̍ඵຖͷैྔ՝ۚͰར༻ՄೳͳԾ૝αʔόʔ
    $16 ϝϞϦ *0ɾ(16ͳͲಛ௃Λ࣋ͬͨΠϯελϯεϑΝϛϦʔΛఏڙ
    Քಇޙ΋Ұ࣌ఀࢭ͠ɺඞཁͳੑೳΛ࣋ͬͨΠϯελϯεͱͯ͠εέʔϧΞοϓμ΢ϯ͕Մೳ
    

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36. "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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37. "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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38. "84Λར༻ͨ͠৔߹
    ՝୊όονॲཧͷෛՙɾίετΛԼ͍͛ͨ
    "84#BUDI
    ࢦఆͨ͠εέδϡʔϧʹىಈͤ͞ɺॲཧ͕׬ྃ࣌఺ͰαʔόʔΛഁغ͢Δ͜ͱ͕Մೳ
    ॲཧ͢Δࡍʹར༻͢Δ"NB[PO&$ͷΠϯελϯεछผ͸ࣗ༝ʹࢦఆͰ͖Δҝɺ
    ϋΠεϖοΫͳϚγϯΛόονॲཧத͚ͩར༻͢Δ͜ͱ͕ग़དྷΔ
    

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39. Մ༻ੑ
    Մ༻ੑͱ͸ʮγεςϜ͕ܧଓͯ͠ՔಇͰ͖Δೳྗʯͷ͜ͱ
    

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40. ·ͣ஌͓ͬͯ͘΂͖ࣄ
    

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

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42. 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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43. "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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44. ྨ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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45. ྨ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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46. Մ༻ੑΛ͓Ζ͔ͦʹ͢Δͱ
    ઌ݄ൃੜͨ͠େن໛ো֐Ͱ
    ਺ଟ͘ͷαʔϏε͕Ұ࣌ར༻ෆՄʹ
    ʮ΋ͷ͸յΕΔʯ
    Λલఏͱͨ͠ઃܭ͕ٻΊΒΕΔ
    

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

    ʮ౎ࢢ఻આʯͱͯ͠Ұ෦঺հ͠·͢ɻ
    

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48. ͦͷ̍ɿΦϯϓϨϛεͷํ͕Ϋϥ΢υΑΓ҆શͩ
    

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49. "84ͷ੹೚ڞ༗Ϟσϧ
    ར༻ऀ͕੹೚Λ࣋ͭൣғ
    "84͕੹೚Λ࣋ͭൣғ
    

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50. "84ͷηΩϡϦςΟ
    

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51. "84ͷηΩϡϦςΟ
    "84Λར༻͢Δ͜ͱͰ
    ͜ΕΒͷηΩϡϦςΟ͕෇͍ͯ͘Δ
    ݱ࣮໰୊ಉϨϕϧͷୈࡾऀೝূೝఆΛऔಘ͠
    ҡ࣋͠ଓ͚Δ͜ͱ͸ࠔ೉͔ͭߴίετ
    

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52. ηΩϡϦςΟؔ࿈"84αʔϏε͕๛෋
    

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

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54. ͦͷ̎ɿΫϥ΢υ͸Ծ૝αʔόʔΛି͍ͯ͠Δ͚ͩ
    

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55. Ҏ্ͷαʔϏε܊
    

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

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

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58. طଘγεςϜҠߦ
    ΦϯϓϨϛεجװγεςϜΛҠߦ͢Δ
    ͓͢͢Ίखॱͷ঺հ
    

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59. 5$0ͷݕ౼Λߦ͏
    w 5$0 5PUBM$PTUPG0XOFSTIJQ
    ͱ͸ʮ૯อ༗ίετʯͷ͜ͱͰɺ͋Δઃ
    උͳͲͷࢿ࢈ʹؔ͢Δߪೖ͔Βഁغ·Ͱʹඞཁͳ࣌ؒͱࢧग़ͷ૯ܭɻ
    w ༧ࢉΛ࡞੒͢Δ࣌ʹɺϥϯχϯάίετͱͯ͠ඞཁʹͳΔܦඅΛߟྀʹೖ
    Εͣॳظ౤ࢿֹ͚ͩʹ஫໨͕ͪ͠ͳͷͰ஫ҙ͕ඞཁɻ
    

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

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61. "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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62. ద੾ͳαΠδϯά
    

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63. ྫجװγεςϜΛΫϥ΢υԽ͍ͨ͠
    γφϦΦ

    ͱ͋Δاۀ༷͕̍̌ʙ̎̌ଘࡏ͢ΔطଘγεςϜΛΫϥ΢υҠߦ͍ͨ͠ͱཁ๬
    w ख࢝Ίʹൺֱతখ͞ͳγεςϜΛҠߦ͢Δ

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

    ίετײ֮Λཆ͔ͬͯΒ͕ྑ͍
    खॱ
    

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

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

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66. "84%JSFDU$POOFDU
    

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67. ͦͷଞ"NB[PO&$#BSF.FUBM
    

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68. ͦͷଞ7.XBSF$MPVEPO"84
    

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

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70. ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠
    

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