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ISUCON12 事前講習

ISUCON12 事前講習

Sho Kusano

June 07, 2022
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  1. 4IP,64"/0
    *46$0/
    ࣄલߨश

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  2. w ߨٛதͷ࣭໰͸%JTDPSE্ͷࣄલߨशʹ͓ͯئ͍͠·͢ɻ

    %.ɺ5XJUUFSͰͷϦϓϥΠͳͲͰ͸ճ౴͠·ͤΜɻ
    w ߨٛ΁ͷײ૝΍໺࣍ɺ࣮گ͸5XJUUFS্ͰJTVDPOΛ͚ͭΔ͔

    %JTDPSE্ͷࣄલߨशͰ͓ئ͍͠·͢ɻ
    w ը໘ӈԼʹɹ͕͋Δϖʔδ͸5XFFUνϟϯεϖʔδͰ͢ɻ

    ͦΕͬΆ͍͜ͱΛ5XJUUFSͰݴ͍΍͍͢ϖʔδʹͳ͍ͬͯ·͢ɻ
    w ଞͷ৘ใ͕ཉ͍͠৔߹ɺ

    *46$0/ࣄલߨश΍*46$0/ࣄલߨश͕໾ཱͪ·͢ɻ
    ҎԼͷ఺ʹ͝஫ҙ͍ͩ͘͞
    ͜ͷࢿྉͱߨशʹ͍ͭͯ

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  3. 4IP,64"/0!SPTZMJMMZ
    ॴଐ

    ɹӉ஦ւ଑߹ಉձࣾ୅ද

    ɹגࣜձࣾϋϯϚʔΩοτ$50

    ɹגࣜձࣾ5FDI$POTJHMJF$50

    ɹגࣜձࣾϓϩϞʔλϧࣥߦ෦ࣥߦ໾

    ɹ*15FDIಛڐۀ຿๏ਓٕज़ސ໰

    ɹ43&ཆ੒ߨ࠲#6345ߨࢣ

    ɹגࣜձࣾ,"%0,"8"$POOFDUFE*OGSB"SDIJUFDU෦
    ͍ͭ΋ͷ΍ͭ
    ࣗݾ঺հ

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  4. *46$0/ͱͷؔΘΓ

    ɹ*46$0/༧બಥഁɺຊબ'BJM

    ɹ*46$0/ग़୊ ༧બɾຊબ


    ɹ*46$0/४༏উ

    ɹ*46$0/༧બഊୀ

    ɹ*46$0/༧બಥഁɺຊબ'BJM

    ɹ*46$0/༧બഊୀ

    ɹ*46$0/༏উ

    ɹ*46$0/ग़୊ ຊબ
    ɾଞཪํ

    ɹ*46$0/࡞໰ΞυόΠβϦɾଞཪํ

    ɹ*46$0/ཪํ
    ͍ͭ΋ͷ΍ͭ
    ࣗݾ঺հ

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  5. ୡਓ͕ڭ͑Δ8FCύϑΥʔϚϯενϡʔχϯά

    ʙ*46$0/͔ΒֶͿߴ଎Խͷ࣮ફʙ

    ౻ݪढ़Ұ࿠ɼഅ৔ढ़জɼத੢ݐొɼ

    ௕໺խ޿ɼۚࢠୡ࠸ɼ૲໺ᠳɹஶ
    ٕज़తͳ࿩͸ͿͬͪΌ͚͜ͷຊΛಡΉͷ͕

    Ұ൪ମܥతʹ·ͱ·ָ͍ͬͯͯͰ͢ɻ
    ೥݄೔ɺٕज़ධ࿦ࣾ͞Μ͔Βग़൛Ͱ͢
    ຊΛॻ͖·ͨ͠

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  6. *46$0/ͱ͸Կ͔
    *JLBOKJOJ4QFFE6Q$0/UFTUͱ͔Կ͕͍͍ײ͡ͳͷ͔

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  7. w 8FCαʔϏεͷڍಈΛมߋͤͣʹύϑΥʔϚϯεվળ͢Δ
    w ϕϯνϚʔΧʔͱ͍͏ιϑτ΢ΣΞ͕ੑೳࢼݧΛ࣮ࢪ͠ɺ

    είΞͱ͍͏୯ҰͷࢦඪͰఆྔతʹൺֱ͞ΕΔ
    w ఆΊΒΕͨϨΪϡϨʔγϣϯͷதͰ͋Ε͹ԿΛ΍ͬͯ΋ྑ͍
    w ېࢭࣄ߲͸ېࢭ͞ΕΔλΠϓͷେձ
    w ʰ΍͍͍ͬͯ͜ͱʱ͸໌ݴ͞Ε͍ͯͳ͍
    w Կ͕ޮ͘ͷ͔Θ͔Βͳ͚Ε͹खΛଧͯͳ͍
    *JLBOKJOJ4QFFE6Q$0/UFTU
    *46$0/ͱ͸Կ͔

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  8. w ެࣜੜ์ૹΛ։͍ͯ!͞Μͷݩؾͳ੠Λฉ͘
    w ໰୊ެ։ϜʔϏʔ͕ྲྀΕΔͷͰҰস͍͢Δ
    w ڝٕ։࢝
    w ͲΜͳαʔϏε͔೺Ѳͯ͠
    w ϕϯνϚʔΫΛ࣮ߦͯ͠
    w είΞͱղੳ݁Ռ͔Βमਖ਼ΛೖΕΔ
    w ڝٕऴྃ
    ಄͔Β࠷ޙ·Ͱͷͬ͘͟Γͱͨ͠ྲྀΕ
    ڝٕͷ͓͓·͔ͳྲྀΕ

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  9. w ҎԼɺΫϥΠΞϯτ͔ΒޙΖ͢΂ͯ
    *46$0/Ͱඞཁͱ͞ΕΔٕज़ྖҬ
    *46$0/ͷٕज़ྖҬ
    6"
    ΫϥΠΞϯτ
    )5.-
    $44
    +BWB4DSJQU
    )551
    H31$
    FUD
    04,FSOFM
    4FSWFS"QQMJDBUJPO
    4UPSBHF
    3FMBUJPOBM
    %BUBCBTF
    ,FZ7BMVF4UPSF
    $BDIJOH
    ௨৴ αʔόʔ ετϨʔδ

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  10. w ҎԼɺΫϥΠΞϯτ͔ΒޙΖ͢΂ͯ
    *46$0/Ͱඞཁͱ͞ΕΔٕज़ྖҬ
    *46$0/ͷٕज़ྖҬ
    6"
    ΫϥΠΞϯτ
    )5.-
    $44
    +BWB4DSJQU
    )551
    H31$
    FUD
    04,FSOFM
    4FSWFS"QQMJDBUJPO
    4UPSBHF
    3FMBUJPOBM
    %BUBCBTF
    ,FZ7BMVF4UPSF
    $BDIJOH
    ௨৴ αʔόʔ ετϨʔδ
    ͜͜શ෦

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  11. w GEރׇͨ͠ͷͰ্͛ͯཉ͍͠
    w %#ͷΠϯσοΫεுͬͨʁ
    w ύπΠνԯ఺+0*/͍ͨ͠
    w ΋͏ઐ༻)551ϓϩΩγॻ
    ͜͏
    w ͜ͷΤϯυϙΠϯτNT͘
    Β͍͔͔ͬͯͯΧεΈ͍ͨʹ
    ॏ͍
    w OHJOYDPOGΈͯ͘Εʙ
    w .Z42-Πϯετʔϧό
    τϧ͠·͔͢
    w SVCZIFBEϏϧυํ๏NKJU
    ༗ޮ
    w ΦϯϝϞϦΩϟογϡ͍ͨ͠
    w ΦϯϝϞϦΩϟογϡͨ͠Β

    յΕͨ
    ͜ΜͳॴΛݟ͍ͯ·͢
    ྫനۚಈ෺Ԃ಺Ͱͷձ࿩

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  12. w GEރׇͨ͠ͷͰ্͛ͯཉ͍͠
    w %#ͷΠϯσοΫεுͬͨʁ
    w ύπΠνԯ఺+0*/͍ͨ͠
    w ΋͏ઐ༻)551ϓϩΩγॻ
    ͜͏
    w ͜ͷΤϯυϙΠϯτNT͘
    Β͍͔͔ͬͯͯΧεΈ͍ͨʹ
    ॏ͍
    w OHJOYDPOGΈͯ͘Εʙ
    w .Z42-Πϯετʔϧό
    τϧ͠·͔͢
    w SVCZIFBEϏϧυํ๏NKJU
    ༗ޮ
    w ΦϯϝϞϦΩϟογϡ͍ͨ͠
    w ΦϯϝϞϦΩϟογϡͨ͠Β

    յΕͨ
    ͜ΜͳॴΛݟ͍ͯ·͢
    ྫനۚಈ෺Ԃ಺Ͱͷձ࿩
    -JOVY
    .Z42-
    )551
    1SP
    fi
    MJOH
    OHJOY
    .JDSPCFODI
    $BDIJOH
    4USBUFHZ

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  13. େମ*46$0/Ͱ΍Δ͜ͱ͕ͳ͍ͳΜͯͷ͸ӕɻ
    Ͳ͏ߟ͑ͯ΋࣌ؒͰऴΘΒͳ͍͜ͱΛ΍͍ͬͯΔɻ
    ࣌ؒҎ಺ʹຊ౰ʹ΍Δ͜ͱͳ͘ͳͬͨΒ༏উͯ͠Δ

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  14. w ܭࢉϦιʔεͱͯ͠ʙ୆ͷ-JOVYαʔόʔ͕౉͞ΕΔ
    w Ϧιʔε෼഑͸ࣗ༝

    ϝϞϦͷྔ͸໰୊࣍ୈ͚ͩͲ͋Μ·Γଟ͘ͳ͍
    w ҙਤతʹσΟεΫ*0͕஗͘͞ΕͯͨΓɺ୆͚ͩϩʔεϖοΫͩ
    ͬͨΓ͢ΔͷͰɺ౉͞Εͨ΋ͷ͕Ͳ͏͍͏ঢ়ଶ͔஌Δͷ͸େࣄ
    w ͍͖ͳΓ&1:$͕དྷͯϏϏΔͳͲͷग़དྷࣄ͕ى͜Δ

    (SBWJUPO͕͍͖ͳΓׂΓৼΒΕͯ΋ϏϏΒͳ͍Α͏ʹ͠Α͏

    ˞ಛʹ(PͰखݩϏϧυͨ͠ϞϊΛΞοϓϩʔυ͠Α͏ͱͯ͠ΔͳΒBSN͔Y͔Ͱࠞཚ͠ͳ͍ͷ͸େࣄ
    ͜Μͳײ͡ͷߏ੒Ͱ౉͞ΕΔ͜ͱ͕ଟ͍Ͱ͢
    ۙ೥ͷ໰୊ߏ଄

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  15. ڧ͍νʔϜ͕͢Δ͜ͱ
    ΋͏ਖ਼௚ΈΜͳ͜Ε͚ͩฉ͖͍ͨͰ͠ΐ

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  16. ڧ͍νʔϜ͕͠ͳ͍͜ͱ
    Ͱ΋ͬͪ͜Λฉ͍ͯ΋Β͍·͢

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  17. w Կ΋Θ͔Βͳ͍͚ͲͱΓ͋͑ͣ஗͍ͬΆ͍ͱ͜Λ௵͢
    w ύϑΥʔϚϯεʹޮ͘͜ͱΛ͠ͳ͍ͱείΞ্͕͕Βͳ͍
    w ஗͍ͬΆ͍ͱ͕͜Ͳ͜ͰޮՌΛൃش͔ͨ͠Θ͔Βͳ͍ͱ

    ר͖໭ͨ͠ΓͰ͖ͳ͍
    w উརऀΠϯλϏϡʔͰʰԿ͕ޮ͍ͨͷ͔Θ͔Γ·ͤΜʱ

    ͱ͍͏νʔϜ͸աڈҰ੾ଘࡏ͠ͳ͍
    w Θ͔Βͳ͍͜ͱ΍ͬͯΔ΢ν͸উͯͳ͍
    ΍Δ΂͖͜ͱ͸ແݶʹ͋Δ͚Ͳɺ΍Δ΂͖Ͱͳ͍͜ͱ͸ͦ͏ଟ͘ͳ͍
    ڧ͍νʔϜ͕͠ͳ͍͜ͱ

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  18. w σϓϩΠʹ෼Ҏ্͔͚ͳ͍
    w ʰσϓϩΠ͠·͢ʱʰ͠·ͨ͠ʱͷϦʔυλΠϜΛ෼Ҏ಺ʹ
    w ͑ͬͱʙHJUͷίϚϯυͰʙͱ͔΋͍ͨͭͯΔՋ͸ͳ͍
    w -JOVYαʔόʔʹ(6*ͷHJU͸ೖͬͯͳ͍
    w σϓϩΠ͢Δճ਺ϕϯνϚʔΫճͤΔճ਺
    w ࢼߦճ਺͕ݮΕ͹ݮΔ͚ͩ৘ใྔ͕ݮΔ
    ΍Δ΂͖͜ͱ͸ແݶʹ͋Δ͚Ͳɺ΍Δ΂͖Ͱͳ͍͜ͱ͸ͦ͏ଟ͘ͳ͍
    ڧ͍νʔϜ͕͠ͳ͍͜ͱ

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  19. w ࢖͍׳Εͨϛυϧ΢ΣΞͷDPO
    fi
    HΛ͔Βॻ͔ͳ͍
    w େ఍ͷࢀՃऀ͸ࣗ෼༻ͷൿ఻ͷλϨΛ͍࣋ͬͯΔ
    w γεςϜ࣍ୈͰ੾Γସ͑Δͱ͜Ζ͸50%0ϝϞϦ࣍ୈͱ͔

    ஫ऍΛೖΕ͓ͯ͘͜ͱͰ౰೔ͷௐ੔ϊϒΛ࡞͍ͬͯΔ
    w શ෦ோΊͯΔՋ͸ͳ͍
    w ௐ੔ϊϒΛ͍ͬͯ͡ϕετύϑΥʔϚϯεͷঢ়ଶΛ໨ࢦ͢
    ΍Δ΂͖͜ͱ͸ແݶʹ͋Δ͚Ͳɺ΍Δ΂͖Ͱͳ͍͜ͱ͸ͦ͏ଟ͘ͳ͍
    ڧ͍νʔϜ͕͠ͳ͍͜ͱ

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  20. w ΍ͬͨ͜ͱ͕ͳ͍͜ͱΛ΍Βͳ͍
    w ࣌ؒΛ৽ٕज़शಘʹॆͯͯΔ࣌ؒ͸ͳ͍
    w ࿅शͤͣʹྟΉͳΒ͍ͭ΋࢓ࣄͰ࢖ͬͯΔελοΫΛ
    w ࢓ࣄ஥ؒͰͳ͍ਓͱ૊ΉͳΒ࿅शΛͯ͠ʰ͍ͭ΋ͷ΍ͭʱͷ

    ڞ௨ೝࣝΛ࡞Ζ͏
    w Ͳ͏ͯ͠΋΍ͬͨ͜ͱ͕ͳ͍͜ͱΛ͠ͳͪ͘Ό͍͚ͳ͍ͳΒ

    ΍ͬͨ͜ͱ͕ͳ͍͜ͱΛ΍Δ͜ͱΛ্ख͘ͳΖ͏
    ΍Δ΂͖͜ͱ͸ແݶʹ͋Δ͚Ͳɺ΍Δ΂͖Ͱͳ͍͜ͱ͸ͦ͏ଟ͘ͳ͍
    ڧ͍νʔϜ͕͠ͳ͍͜ͱ

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  21. *46$0/λΠϜϥΠϯ
    *46$0/Ͱ΍Δ΂͖͜ͱΛλΠϜϥΠϯܗࣜͰ·ͱΊ·ͨ͠

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  22. ✅ ىচ͢Δ
    ✅ νʔϜؒͷίϛϡχέʔγϣϯख๏͕ܾ·͍ͬͯΔ
    ✅ (JU)VCͷϦϙδτϦ
    ✅ 4MBDL΍%JTDPSE
    ✅ ;PPN΍(PPHMF.FFU
    ✅ ϖΞϓϩ͍ͨ͠ͱ͖ͷํ๏
    ͓͸Α͏͍͟͝·͢











    ΠϚίίˠ

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  23. ✅ ϨΪϡϨʔγϣϯͱϚχϡΞϧΛಡΉ
    ✅ ͱΓ͋͑ͣϒϥ΢βͰαʔϏεΛݟͯ

    ͲΜͳΞϓϦέʔγϣϯ͔೺Ѳ͢Δ
    ✅ ֤ίϯϙʔωϯτ OHJOYBQQEC
    ͕Ͳ͏ىಈ͞Ε͍ͯΔ͔ͷ

    ઃఆ΍ίϯϑΟάͷҐஔΛ೺Ѳ͢Δ
    ✅ ϓϩϑΝΠϦϯάʹඞཁͳπʔϧΛΠϯετʔϧ͢Δ
    ✅ ࣗ෼ͨͪͷ࢖͏ݴޠͷϥϯλΠϜΛΠϯετʔϧ͢Δ
    ڝٕ։࢝











    ΠϚίίˠ

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  24. ✅ %#εΩʔϚ͕Ͳ͏ఆٛ͞Ε͍ͯΔ͔ௐ΂Δ
    ✅ σϓϩΠΛͲͷΑ͏ʹ͢Δ͔ܾΊΔɾߏங։࢝
    ✅ ࢖ΘΕ͍ͯΔϛυϧ΢ΣΞͷछྨͱόʔδϣϯΛௐ΂Δ
    ✅ ࢖͍ͬͯΔαʔόʔͷεϖοΫΛ֤୆ௐࠪ͢Δ
    ✅ ॳखԿ΋ߟ͑ͣϕϯνϚʔΫΛͱΓ͋͑ͣճ͢
    ڝٕ։࢝











    ΠϚίίˠ

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  25. ✅ υΩϡϝϯτͱαʔϏε͔ΒಘΒΕͨυϝΠϯ஌ࣝΛ

    νʔϜ಺Ͱڞ༗͢Δ
    ✅ ಘ఺ݯ͕ԿͰ͋Δ͔Λೝࣝ͢Δ 1045ͷՃ఺ൺॏ͕ߴ͍ͳͲ

    ✅ ֤छϓϩϑΝΠϦϯάͷ४උΛ੔͑Δ
    ✅ ݮ఺ͱͳΔݪҼΛ೺Ѳ͢Δ
    ✅ ॳظঢ়ଶͷ׬શͳόοΫΞοϓΛ࡞੒͢Δ

    ˞؀ڥΛյͯ͠ॳظԽʹඞཁͳσʔλΛϩετ͢Δͱ

    ɹͲ͏͠Α͏΋ͳ͘ͳΓ·͢
    ϚχϡΞϧಡΜͩʁ











    ΠϚίίˠ

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  26. ✅ ͓ன͝͸ΜΛͪΌΜͱ৯΂Δ
    ✅ ϥϯνϛʔςΟϯάͷͭ΋ΓͰํ਑ͱઓུΛ

    νʔϜ಺Ͱڞ༗ͯ͠ɺಈ͖ํΛ੔ཧ͓ͯ͘͠
    ✅ Θ͔Βͳ͍͜ͱ͕ग़ͨΒΘ͔Βͳ͍͜ͱϦετʹ͓ͯ͘͠
    ✅ ΍Δ͜ͱɾ΍Βͳ͍͜ͱΛग़དྷΔݶΓ໌֬ʹ͢Δ
    ൧͸ϚδͰͪΌΜͱ৯͑











    ΠϚίίˠ

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  27. ✅ ͜ͷࠒʹ͸σϓϩΠ͸ίϚϯυͰग़དྷΔΑ͏ʹ
    ✅ σϓϩΠˠੑೳܭଌˠϓϩϑΝΠϧ·Ͱ

    Ұؾ௨؏Ͱ΍ΕΔ࢓૊Έ͕ग़ἧ͍ͬͯΔͱ׬ᘳ
    ✅ େ͖ͳ୯ҐͷܭଌϓϩϑΝΠϧ͕ग़དྷΔΑ͏ʹ͢Δ

    OHJOYΞΫηεϩά͔ΒͷΤϯυϙΠϯτ୯ҐͳͲ

    ✅ খ͞ͳ୯ҐͷܭଌϓϩϑΝΠϧ͕ग़དྷΔΑ͏ʹ͢Δ

    ݴޠ͝ͱͷϥΠϯϓϩϑΝΠϥ΍42-ΫΤϦϓϩϑΝΠϧ

    վળαΠΫϧͷ࢝·Γ











    ΠϚίίˠ

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  28. ✅ ίϛοτϕϯν͘Β͍ͷ੎͍ͰϕϯνΛճ͢
    ✅ $16઎༗཰ɾϝϞϦ࢖༻ྔɾϨεϙϯελΠϜͳͲ

    ؾʹ͢Δ΂͖ࢦඪΛ໌֬ʹ೺Ѳͯ͠ϓϩϑΝΠϧ͢Δ
    վળαΠΫϧΛճ͢
    ʙ










    ΠϚίίˠ

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  29. ✅ ࠶ىಈࢼݧΛ࣮ࢪͯ͠࠶ىಈͯ͠΋໰୊ͳ͍͜ͱΛ֬ೝ͢Δ
    ✅ "1.ΛೖΕͯͨΓ͢Δ৔߹͸ͦΕΒΛఀࢭ͢Δ
    ✅ σόοάϩάͷग़ྗΛࢭΊΔ
    ✅ ϓϩϑΝΠϧ༻ʹࠩ͠ࠐΜͩ΋ͷΛࢭΊΔ
    ޙย෇͚











    ΠϚίίˠ

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  30. ✅ खΛࢭΊΔ
    ✅ ࡞ۀϩάΛϒϩάʹॻ͘४උΛ࢝ΊΔ
    ✅ هԱ͕໌֬ͳؒʹৼΓฦΓΛνʔϜͰ͢Δ
    ݁ՌΛ଴ͭ











    ΠϚίίˠ

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  31. ͓͢͢Ίͷ࿅श߲໨
    *46$0/ͷ࿅श͢ΔͳΒ͜ΕΛ΍͓͚ͬͯू

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  32. w ໰୊؀ڥʹϩάΠϯͨ͠Β͙͢ʹσϓϩΠͷ༻ҙΛ࢝ΊΔ
    w (JU)VCʹϓϥΠϕʔτϦϙδτϦΛ࡞ͬͯ
    w HJUJOJUͯ͠
    w ͢΂ͯνΣοΫΠϯͯ͠
    w %FQMPZLFZͰQVTI͢Δ·Ͱ
    w ͜Ε͕·͖ͬ͞ʹॳखԿ΋ߟ͑ͣͰ͖Δ͚ͩͰ͔ͳΓҧ͏
    աڈ໰Λىಈͯ͠σϓϩΠ͕ग़དྷΔΑ͏ʹͳΔ·ͰɺΛߴ଎Խ͢Δ
    σϓϩΠํ๏ηοτΞοϓ

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  33. w BOTJCMFDIFGJUBNBFΛ࠷଎ͰճͤΔΑ͏ʹͳ͓ͬͯ͘
    w ϛυϧ΢ΣΞ͕ೖͬͯΔͱ͔ೖͬͯͳ͍ͱ͔ؔ܎ͳ͠Ͱ

    ࣗ෼ͨͪͷཧ૝ͷ؀ڥʹग़དྷΔΑ͏ʹͳ͓ͬͯ͘
    w ͨͩ͠ɺ04ͷҧ͍΍͢ͰʹΠϯετʔϧࡁΈͷ΋ͷͱͷ

    όοςΟϯάͳͲ΋ى͜Γ΍͍͢ͷͰ෼ׂద༻Ͱ͖Δͱͳ͓ྑ͍
    *OGSBTUSVDUVSFBTB$PEFΛߴ଎ʹճͦ͏
    *BB$ద༻ηοτΞοϓ

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  34. w *46$0/ϕϯνϚʔΫ͸େମ෼࣮ߦ
    w ϕϯνϘλϯԡ͢ˠXBJUNJOˠूܭ

    ͷΑ͏ͳ࢓૊Έʹͳ͍ͬͯΔͱूܭ͠๨Ε͕๷͛Δ
    w σϓϩΠɺϕϯνɺूܭ͕ίϚϯυʹͳ͍ͬͯΔͱঘྑ
    ϕϯνϚʔΫΛճͨ͠ΒࣗಈͰ࣮ߦ͞ΕΔ͘Β͍͕ཧ૝
    ϕϯνˠूܭΛίϚϯυʹ

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  35. w ୆͚ͩOHJOY͕͋ͬͯɺͦͷVQTUSFBN୆͸ΞϓϦ͚ͩͳͲ
    w ඞཁͷͳ͍αʔϏεΛىಈͤͨ͞··Ͱ͍ΒΕΔϝϞϦత༨༟͸

    *46$0/ͷαʔόʔͰ͸͋·Γظ଴Ͱ͖ͳ͍
    w ىಈΛࢭΊΒΕΔɾ઀ଓઌΛมߋͰ͖Δɺ͸͔ͳΓେࣄ
    w TZTUFNDUMͳΒTUPQ͢Δ͚ͩͩͱ࠶ىಈ͢Δͱ͕͋ͬͯ͘Δ

    ͖ͪΜͱEJTBCMFͯ͠ࢭΊ͓ͯ͘ඞཁ͕͋Δ
    ୆Λ࢖͍੾ΔͨΊͷߏ੒มߋʹ׳Ε͓ͯ͘
    αʔόʔͷ໾ׂมߋ

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  36. w BMQ΍QURVFSZEJHFTUͳͲͳͲ
    w ࢖͍͍ͨπʔϧ͸ҰൃͰೖΕΒΕΔΑ͏ʹඋ͓͑ͯ͘ͷ͕٢
    w ಛʹଞਓ͕࡞ͬͨπʔϧ͸Ϗϧυํ๏͕Α͘Θ͔Βͳ͍ͳͲͷ

    τϥϒϧʹݟ෣ΘΕΔ͜ͱ͕ଟ͍ͷͰ஫ҙ
    w QSFCVJMUCJOBSZ͕༻ҙग़དྷΔͳΒ༻ҙ͓ͯ͘͠ͷ΋ͭͷख
    ղੳπʔϧͷΠϯετʔϧํ๏Λ͍͍ͪͪάάΒͳ͍
    ࢖͍͍ͨπʔϧͷΠϯετʔϧ

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  37. *46$0/Λ೔ʑʹ໾ཱͯΔ
    *46$0/͚͕ͩਓੜ͡Όͳ͍Α

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  38. w ΋͸΍ࠓͲ͖ਬ൧ثͰ͢ΒΠϯλʔωοτͱ௨৴͢Δ
    w ೔ຊੈଳ͢΂ͯͷਬ൧ث͕௨৴͢ΔͳΒສ୆ͷਬ൧ث͕

    ͋ͳͨͷαʔόʔʹԡ͔͚͠Δ
    w ʰ͝൧͕ਬ͚·ͨ͠ʱͷ௨஌Ͱαʔόʔ͕ࢮ͵࣌୅
    w ੈଳ͕࣋ͭΫϥΠΞϯτͷฏۉ୆਺͸೥ʑ૿Ճ͍ͯ͠Δ
    w ϦΫΤετNTͰॲཧͰ͖Δαʔόʔɺ

    ສϦΫΤετ͞ΕͨΒ͔͔࣌ؒΔ
    Πϯλʔωοτʹͭͳ͕ΔϞϊ͕૿͍͑ͯ͘
    ੈքதʹΫϥΠΞϯτ͕૿͍͑ͯ͘

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  39. w ͦΜͳ͜ͱͳ͍Μ͡Όͳ͍Ͱ͔͢Ͷ
    w ࠓͲ͖44)ͰೖͬͯσϓϩΠͱ͔͠ͳ͘Ͷ
    w ͍ͯ͏͔TTIEΛαʔόʔʹೖΕͯΔ͔͢Βո͍͠Α
    w ϩάͩͬͯϑΝΠϧʹॻ͍ͯΔ͜ͱͳΜͯ΋͏ͳ͘ͳ͍ʁ
    ೔ʑͷ໾ʹཱͭ*46$0/
    *46$0/͸࣮ફతʁ

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  40. w ͦΕͰ΋*46$0/͸೔ʑͷۀ຿ͷ໾ʹཱͭ
    w ʰਫฏ෼ࢄͰ͖ΔίʔυΛॻ͘ೳྗʱʰϘτϧωοΫΛ໌Β͔ʹ
    ग़དྷΔௐࠪೳྗʱʰ։ൃ؀ڥΛηοτΞοϓͰ͖Δߏஙೳྗʱ
    w ͲΕΛͱͬͯ΋୯७ʹ໾ʹཱͭ
    w σʔλߏ଄΍ΞϧΰϦζϜɺίʔσΟϯά଎౓͕

    ࣮຿ʹ໾ཱͭͷͱಉ͡ཧ۶
    ೔ʑͷ໾ʹཱͭ*46$0/
    *46$0/͸࣮ફతʁ

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  41. w ΋͸΍ϘτϧωοΫ͸ޫͷ଎౓͕஗͍ͱ͔ͷੈք
    w ଠฏ༸ԟ෮͢Δͱ࠷௿Ͱ΋NT͔͔Δ
    w GQT؀ڥʹ͓͍ͯNT͸ϑϨʔϜ
    w G͋ͬͨΒ((Ͱιϧͷཱͪ1͕ग़Δ ൃੜG

    w ࣮ࡍ͸εΠονͱ͔௨ΔͷͰ΋ͬͱ͔͔Δ
    w ੈքதʹϢʔβʔ͕͍Δͱͨ͠ΒɺͲ͜ʹಧ͚Δʹ΋஗Ԇ͕ೖΔ
    w ͦͷ্࣌୅͸େΫϥ΢υ࣌୅ʂ

    ΋͏௨৴ͯ͠Δαʔόʔ͸ྡͷ୨ʹଘࡏ͠ͳ͍ʂ
    ࣌୅͕ਐΊ͹ύϑΥʔϚϯε͕վળ͢ΔͳͲͱ͍͏φΠʔϒͳߟ͑͸ࣺͯΖ
    ੑೳվળ͸͍ͭͰ΋ඞཁ

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  42. w ͱ͋ΔߦͷվળͰ͸γεςϜશମ͕ૣ͘ͳΒͳ͍
    w %#ͱΞϓϦ͕૬ޓʹϘτϧωοΫΛԡ͠෇͚͍͋ͬͯΔ
    w ࢓૊Έ΍ػߏ͕վળ͞ΕΔ͜ͱͰ͔͠औΓআ͚ͳ͍ϘτϧωοΫ
    w ·ͣ΋ͬͯଈ࣌Ͱ͸ॻ͖ࠐ·ͳ͍
    w Ωϟογϡ͢Δ͜ͱͰ࠷৽ͷσʔλΛಡΈࠐ·ͳ͍
    w ܭࢉ݁Ռ΍ूܭ݁Ռ͸อ࣋͢Δ͜ͱͰܭࢉ͠ͳ͍
    w ୯ମͷ଎౓ͱγεςϜͷ଎౓͕טΈ߹͏Α͏ʹγεςϜઃܭ͢Δ
    ϚΠΫϩϕϯνϚʔΫͰ͸ͳ͘γεςϜϕϯνϚʔΫ
    ୯ମ଎౓ͷݶք

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  43. w ΍ͬͯΈΔͱΘ͔Δ͕*46$0/͸୯७ʹָ͍͠
    w ΍ͬͨΒ਺஋্͕͕Δͷ͸୯ʹ಄೴ήʔϜతʹָ͍͠
    w ೔ʑͷ,1*ͩͬͯɺܭࢉϩδοΫ͕Θ͔ͬͯΓΌΤϯδχΞ͸

    ΋ͬͱָ͍͠ͷͰ͸ʁ
    w ʰޮ͘͜ͱΛ΍Δʱͷٯ͸ʰޮ͔ͳ͍ͳΒ΍Βͳ͍ʱ
    w ·͞ʹ૊৫ʹ͓͚Δબ୒ͱूத
    w બ୒͢Δʹ͸ࠜڌ͕ཁΔ
    ੑೳଌఆΛ͍ͯ͠Δ͔Βग़དྷΔ͜ͱ
    ޮ͘͜ͱΛ΍Δ

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  44. νϟϨϯδΛ͠Α͏
    ίϯϑΥʔτκʔϯ͔Βඈͼग़͢ʹ͸

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  45. w ύϑΥʔϚϯενϡʔχϯάΛ͢Δػձʹܙ·ΕΔਓੜ͸޾ӡ
    w ·ͣ΋ͬͯؔΘͬͯΔαʔϏε͕ྲྀߦͬͯͳ͍ͱ

    ύϑΥʔϚϯεͷ໰୊͕ى͖ͳ͍
    w ΤϯυϙΠϯτͷNTΛؾʹ͢ΔͳΜͯ஌Βͳ͍͜ͱΛ

    νϟϨϯδ͚ͨ͠Ͳग़དྷͳ͔ͬͨ͜ͱʹ͢Δ͚ͩͰՁ஋͕͋Δ
    w ͦΕ͸༧બʹࢀՃ͢Δͱ͔ຊબʹग़Δͱ͔͡Όͳͯ͘ɺ

    ͍·͙͢࿅श໰୊ʹνϟϨϯδ͢Δ͚ͩͰಘΒΕΔܦݧ
    ஌Βͳ͍͜ͱΛ·ͩ΍ͬͨ͜ͱ͕ͳ͍͜ͱ΁
    ίϯϑΥʔτκʔϯ͔Βาग़Δ

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  46. w *46$0/ͷ࣌ؒ͸ࣃʹҥணͤͣݴ͑͹΄΅Ԍ্ঢ়ଶ
    w ࢓ࣄͰԌ্͢Δͷ͸·ͬͽΒ͝ΊΜ͕ͩɺ࣌ؒूத͢Δͷ͸

    ೥ʹ೔͘Β͍ͳΒ΍ͬͯΈΔͷ΋ָ͍͠
    w จԽࡇલ೔ͷ໷ͷΑ͏ͳ࣌ؒΛ༑ͩͪΛա͢͝ͷ͸ѱ͘ͳ͍
    w ΍ͬͯΔؒͷۤ௧͕ऴΘͬͨॠؒস͍࿩ʹͳΔͷ͸ָ͍͠
    ೱ͍࣌ؒΛָ͠΋͏
    จԽࡇ঱ީ܈ʹ͔͔Ζ͏

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  47. w ʰ͜ͷલ͔͚ͳ͔ͬͨ+0*/͕ҰൃͰ͔͚ͨʱʹ͸

    ͍͢͝Ձ஋͕͋Δ
    w खͳΓͰग़དྷΔ͜ͱ͕૿͑Δͱɺ

    ೴ͷϦιʔεΛผͷ͜ͱʹ࢖͑Δ
    w ਓͷײ૝ϒϩάʹॻ͍ͯΔ୯ޠͰΘ͔Βͳ͍΋ͷ͕ফ͍͑ͯ͘
    w ࠷ऴతʹ༏উͯ͠΋·ͩʰ΍Γ͖ͬͯͳ͍ʱͷͰɺ

    ΋͏ҰճͰ΋Կ౓Ͱ΋νϟϨϯδ͠ଓ͚ΒΕΔ
    w ָ͍͜͠ͱ͸࠷ߴͷεύΠε
    ಉ͡໰୊Λճ͘Β͍ղ͍ͯΈΔͱൃݟ͕͋Δ
    ্ख͘ͳΔࣗ෼Λָ͠ΜͰ

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  48. %JTDPSE্ࣄલߨशʹͯ
    ࣭ٙԠ౴

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