Fate/Grand Orderにおける、ディライトワークス流 AWS 導入&活用術

AWS Summit 2016にてお話をさせていただいた、
AzureからAWSへの以降と、構成、チューニングに関する発表資料です。

Transcript

1. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   DELiGHTWORKS Inc.
   'BUF(SBOE0SEFSʹ͓͚Δɺ
   σΟϥΠτϫʔΫεྲྀ "84ಋೖˍ׆༻ज़ લฤ
   
   
   

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2. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   ࣗݾ঺հ
   ࠓҪ कੜ
   l େֶଔۀޙɺγεςϜΤϯδχΞͱͯ͠ब৬
   l ೥ʹήʔϜձࣾʹస৬͠ɺεϚʔτϑΥϯ޲͚ήʔϜΛ։ൃ
   l ೥͔ΒσΟϥΠτϫʔΫεʹͯ
   'BUF(SBOE0SEFSͷαʔόଆϓϩάϥϜΛ୲౰
   

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3. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   'BUF(SBOE0SEFSͷ͝঺հ
   l ਓؾγϦʔζň'BUFʼnͷεϚʔτϑΥϯ޲͚৽࡞31(
   l ೥݄ʹϦϦʔε
   l ݱࡏ·Ͱʹສ%-Λಥഁ
   

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4. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   ΞδΣϯμ
   l "84ҠߦͷܦҢ
   l "84Ҡߦલͷαʔόߏ੒ઃܭ
   l "84Ҡߦલͷ՝୊
   l "84Ҡߦͷཧ༝
   

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5. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   "84ҠߦͷܦҢ
   

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6. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   "84ҠߦͷܦҢ
   l 'BUF(SBOE0SEFS͸౰ॳɺ .JDSPTPGU"[VSFΛ࢖༻
   l ೥݄ͷϦϦʔεҎ߱ɺ༷ʑͳ՝୊͕ൃੜ
   l ಉ೥݄ʹ"84΁ͷҠߦΛܾΊɺ݄ʹ࣮ࢪ
   

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7. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   Ϋϥ΢υαʔϏεΛબ୒ͨ͠ཧ༝
   ΠϯϑϥΤϯδχΞ͕ෆࡏ
   ্ཱͪ͛௚ޙͷձࣾͰɺΠϯϑϥઐ೚ͷϝϯόʔ͕͍·ͤΜͰͨ͠ɻ
   ։ൃʹઐ೦͍ͨ͠
   ։ൃ༻ͷपลπʔϧ΍ϑϨʔϜϫʔΫ͔Β࡞Δඞཁ͕͋Γ·ͨ͠ɻ
   ·ͨɺఆظతͳήʔϜ಺Πϕϯτ΍ɺػೳ֦ுͳͲΛߦ͍ͬͯ͘ඞཁ͕͋Γ·ͨ͠ɻ
   Ϋϥ΢υαʔϏεͳΒʜ
   ৽نΠϯελϯεͷ࡞੒΍εέʔϧΞοϓŋμ΢ϯ͕खܰʹͰ͖ΔͷͰɺ
   Πϯϑϥͷ؅ཧίετ͕ݮΓɺ։ൃʹઐ೦Ͱ͖Δ૝ఆͰͨ͠ɻ
   

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8. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   .JDSPTPGU"[VSFΛબ୒ͨ͠ཧ༝
   ΫϥΠΞϯτΞϓϦͷ։ൃʹ6OJUZ $
   Λબ୒
   ˠαʔόαΠυͷ։ൃʹ΋$Λબ୒
   ᵋιʔείʔυͷڞ௨Խ
   ᵋΫϥΠΞϯταʔό྆ํʹލͬͨ։ൃͷֶशίετͷ௿ݮ
   ᵋεΫϦϓτݴޠΑΓ΋ߴ଎
   ᵋίϯύΠϧݴޠ ܕ҆શ
   ɺڧྗͳ*%&ͷଘࡏ 7JTVBM4UVEJP
   
   ˠ/&5'SBNFXPSL 8JOEPXT4FSWFS
   Λબ୒
   ˠ.JDPSPTGU "[VSFΛબ୒
   

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9. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
   "84Ҡߦલͷαʔόߏ੒ઃܭ
   

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10. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ϦϦʔε௚ޙͷن໛ײ
    ؀ڥ
    $ 7JTVBM4UVEJP
    
    "41/&5
    ϦϦʔε౰ॳͷن໛
    dαʔό
    3FRVFTUTTFD
    2VFSZTFD 3FBET
    
    2VFSZTFD 8SJUFT
    
    

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11. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷߏ੒
    **4 8JOEPXT4FSWFS
    
    /&5'SBNFXPSL
    ήʔϜαʔό ɿ 4UBOEBSE"º d
    ؅ཧπʔϧαʔό ɿ 4UBOEBSE"º
    .Z42- $FOU04
    
    4UBOEBSE%4º
    3FEJT $FOU04
    
    4UBOEBSE%4º
    

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12. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷߏ੒ਤ
    Game Server (PaaS)
    ×20~30
    MySQL (IaaS)
    master ×1
    Redis (IaaS)
    ×1
    Admin Server (IaaS)
    ×1
    Azure
    Load Balancer
    User
    Internet
    Azure Cloud
    MySQL (IaaS)
    slave ×1
    

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13. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ήʔϜγεςϜઃܭํ਑
    ήʔϜαʔόͱͷ௨৴ස౓Λগͳ͘͢Δ
    ௨৴ස౓Λগͳ͘͢Δ͜ͱͰɺήʔϜαʔό΁ͷಉ࣌ΞΫηε਺Λ཈͑ΒΕΔ૝ఆͰͨ͠ɻ
    

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14. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ήʔϜγεςϜઃܭྫ̍
    ϚελσʔλͷΈͰදࣔͰ͖Δը໘ʹ͍ͭͯ͸௨৴ΛߦΘͳ͍
    ྫ͑͹ΫΤετΛબ୒͢Δը໘΍γϣοϓը໘Λ։͘ࡍ͸ɺ௨৴ͤͣʹ৘ใΛද͍ࣔͯ͠·
    ͢ɻ
    ·ͨɺΫΤετͷਐߦதʹ͍ͭͯ΋ۃྗ௨৴ΛߦΘͳ͍ઃܭʹ͍ͯ͠·͢ɻ
    ˞ผ్ɺը૾σʔλͳͲͷμ΢ϯϩʔυ͸ߦ͍ͬͯ·͕͢ɺͪ͜Β͸$%/Ͱ഑৴͍ͯ͠·͢
    ͷͰɺήʔϜαʔόͷΞΫηε਺ʹ͸Өڹ͋Γ·ͤΜɻ
    

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15. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ήʔϜγεςϜઃܭྫ̎
    Ϣʔβσʔλ͸ϩάΠϯ࣌ʹ࠷৽ͷঢ়ଶΛΫϥΠΞϯτΞϓϦͱಉظ
    ϩάΠϯҎ߱͸ɺϢʔβ͕ೳಈతʹߋ৽Λߦ͏৔߹ʹͷΈɺߋ৽ޙͷ݁ՌΛಉظ͍ͯ͠·͢ɻ
    Ϣʔβ͕ॴ༗͍ͯ͠ΔαʔϰΝϯτ΍ΞΠςϜʹ͍ͭͯ͸ɺ্هʹͯಉظ͞ΕͨσʔλΛද
    ͍ࣔͯ͠·͢ɻ
    ˞ήʔϜ಺ͷϑϨϯυ৘ใ͸ɺྫ֎తʹҰఆִؒ͝ͱʹಉظ͍ͯ͠·͢ɻ
    

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16. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ͔͠͠ʜ
    l ૝ఆΛང͔ʹ্ճΔϢʔβ਺
    l ւ֎͔ΒͷେྔͷΞΧ΢ϯτ࡞੒΍ɺਖ਼نͷΞϓϦΛ࢖༻͍ͯ͠ͳ͍ͱݟΒ
    ΕΔߴ଎͔ͭେྔͷΞΫηε
    ͦͷ݁ՌɺΠϕϯτ։࢝௚ޙ͸ΞΫηεΛॲཧ͖͠ΕͣɺαʔόͷϨεϙϯε
    ͕ѱ͘ͳΔঢ়گ͕ଓ͖·ͨ͠ɻ
    

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17. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊
    

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18. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊
    ੑೳ
    Մ༻ੑ
    

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19. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ੑೳ
    l 3FEJT͕ϘτϧωοΫʹͳͬͨ͜ͱ͸΄ͱΜͲͳ͠
    l ήʔϜαʔόͷॲཧੑೳ͕଍Γͳ͍৔߹͸૿୆ PSεέʔϧΞοϓͰରԠ
    l ήʔϜαʔόͷ$16࢖༻཰͕௓Ͷ্͕Δ৔߹͸ɺϓϩάϥϜଆʹ໰୊͕͋Δ
    Մೳੑ͕ߴ͍ͨΊݪҼΛमਖ਼ͯ͠ղܾ
    l ࠷΋ϘτϧωοΫʹͳΔͷ͸σʔλϕʔεͰɺ༰қʹ୆਺Λ૿΍͢͜ͱ͕Ͱ
    ͖ͣɺεέʔϧΞοϓʹ΋ݶք
    

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20. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ੑೳ
    %#ͷ$0..*5࣌ʹඵલޙͷTMPXRVFSZ͕਺ඵஔ͖ʹൃੜ
    ੑೳݕূͷ݁ՌɺετϨʔδ΁ͷॻ͖ࠐΈੑೳ͕਺ඵஔ͖ʹॠؒతʹྼԽ͍ͯ͠Δ͜ͱ͕൑
    ໌͠·ͨ͠ɻ
    1SFNJVN4UPSBHF 1
    Λ࢖༻͢Δ͜ͱͰղܾ͠·ͨ͠ɻ
    ˝࣮ࡍͷTMPXRVFSZ
    2VFSZ@UJNF-PDL@UJNF3PXT@TFOU3PXT@FYBNJOFE
    $0..*5
    2VFSZ@UJNF-PDL@UJNF3PXT@TFOU3PXT@FYBNJOFE
    $0..*5
    

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21. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ੑೳ
    %#ͷNBTUFS͔ΒTMBWF΁ͷϨϓϦέʔγϣϯͰ਺ઍඵ୯Ґͷ஗Ԇ͕ൃੜ
    TMBWF͔Βࢀরͯ͠΋NBTUFSʹ͋Δσʔλ͕ଘࡏ͠ͳ͍ͨΊɺ֫ಘͨ͠௚ޙͷΞΠςϜ౳͕ফࣦ
    ͍ͯ͠ΔΑ͏ʹݟ͑Δ͜ͱ͕͋Γ·ͨ͠ɻ
    l TMBWFΛ3"*%ߏ੒ʹมߋ
    ͭͷετϨʔδΛ࢖༻͠ɺฒߦͯ͠ॻ͖ࠐΈΛߦ͏͜ͱʹΑͬͯߴ଎ԽΛظ଴͠·͕ͨ͠ɺޮ
    Ռ͸͋Γ·ͤΜͰͨ͠ɻ
    l TMBWFͷ*0όϦΞΛແޮԽ
    σΟεΫ΁ͷॻ͖ࠐΈͷ׬ྃΛ଴ͨͳ͍ํࣜʹ͢Δ͜ͱͰɺॻ͖ࠐΈ଎౓ͷ޲্Λظ଴͠·ͨ͠
    ͕ɺޮՌ͸͋Γ·ͤΜͰͨ͠ɻ
    

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22. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ੑೳ
    l TMBWFͷ*0εέδϡʔϥΛDGR͔ΒOPPQʹมߋ
    DGR͸ϓϩηε͝ͱʹ*0ཁٻͷΩϡʔΛ࣋ͪɺެฏʹॲཧ͞Ε͍͖ͯ·͢ɻ
    OPPQ͸γϯϓϧʹ*0ཁٻ͕ॲཧ͞ΕɺεέδϡʔϦϯάෛՙ͕খ͍ͨ͞Ίɺॻ͖ࠐΈ଎౓
    ͕޲্͢Δ͜ͱΛظ଴͠·͕ͨ͠ɺޮՌ͸͋Γ·ͤΜͰͨ͠ɻ
    l TMBWFΛࢀর͍ͯͨ͠Ұ෦ͷ42-ΛNBTUFSࢀরʹ੾Γସ͑
    ΞΠςϜ͕ফࣦͨ͠Γͱ͍͏͜ͱ͸ͳ͘ͳΓ·͕ͨ͠ɺΞΫηε͕ूத͢ΔͨΊɺNBTUFSଆ
    ͷॲཧੑೳ͕ྼԽ͠·ͨ͠ɻ
    

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23. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ੑೳ
    ϝϞϦͷރׇʹΑΔTXBQͷൃੜɺॲཧੑೳͷݶք
    %#αʔόͷϝϞϦ͕ރׇͯ͠TXBQ͕ൃੜͨ͠Γɺͦ΋ͦ΋ͷॲཧੑೳ͕଍Γͳ͍ঢ়ଶͰͨ͠ɻ
    l ౰࣌ͷ࠷ߴεϖοΫͰ͋Δ4UBOEBSE%4Λ࢖༻
    l ӬଓԽ͕ඞਢͰͳ͍σʔλ͸3FEJTʹอଘ͢ΔΑ͏ʹมߋ
    ͜ΕʹΑΓҰ࣌తʹվળ͞Ε·͕ͨ͠ɺϢʔβ਺͕૿Ճ͍ͯ͘͠ʹ࿈ΕͯɺΠϕϯτ։࢝௚ޙʹߴෛՙʹͳΔ͜ͱ͕૿͍͖͑ͯ·͠
    ͨɻ
    ˝࣮ࡍͷTMPXRVFSZ
    2VFSZ@UJNF-PDL@UJNF3PXT@TFOU3PXT@FYBNJOFE
    VQEBUF999
    2VFSZ@UJNF-PDL@UJNF3PXT@TFOU3PXT@FYBNJOFE
    VQEBUF999
    

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24. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ Մ༻ੑ
    લ৮Εͷͳ͍αʔόμ΢ϯ͕ϲ݄ʹܭճ 3FEJTͰճɺ%#Ͱճ
    
    ৑௕ߏ੒͸ࣗલͰߦ͏ඞཁ͕͋ΓɺΠϯϑϥઐ೚ͷϝϯόʔ͕͓Βͣݱ࣮తͰ͸͋Γ·ͤΜ
    Ͱͨ͠ɻ
    Ϋϥ΢υαʔϏε্ͷϝϯςφϯε͕਺͔݄ʹճ
    ϝϯςφϯεͰ͸ɺ໿೔ؒͷͲ͔͜Ͱ෼ޙલޙͷಥൃతͳ࠶ىಈ͕ൃੜ͠·͢ɻ
    ϝϯςφϯε͸Ϧʔδϣϯ͝ͱʹߦΘΕ͍ͯͨͨΊɺϝϯςφϯε͕ߦΘΕͳ͍Ϧʔδϣϯ
    ʹҠߦͯ͠ճආ͠·͕ͨ͠ɺϦʔδϣϯͷมߋΛߦ͏͜ͱࣗମ͕͔ͳΓߴίετͰͨ͠ɻ
    

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25. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ Մ༻ੑ
    Ϋϥ΢υαʔϏεͷ೥ͷμ΢ϯλΠϜΛൺֱ
    IUUQXXXOFUXPSLXPSMEDPNBSUJDMFDMPVEDPNQVUJOHBOEUIF
    DMPVEQSPWJEFSXJUIUIFCFTUVQUJNFJOJTIUNM
    

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26. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦલͷ՝୊ ·ͱΊ
    l େن໛ΞΫηεΛॲཧ͢Δʹ͸ੑೳ͕෺଍Γͳ͍
    l શମతʹΠϯϑϥपΓʹ͔͔Δख͕ؒଟ͘ɺ։ൃʹઐ೦Ͱ͖ͳ͍
    

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27. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦͷཧ༝
    

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28. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84Ҡߦͷཧ༝
    αʔό๊͕͑Δ՝୊ʹ͍ͭͯ૬ஊ͢Δ͏ͪɺ
    "84Ͱ͋Ε͹લड़ͷ՝୊͕ղܾͰ͖ΔͩΖ͏ͱ͍͏݁࿦ʹͳΓ·ͨ͠ɻ
    l %#ͷॲཧੑೳͷ޲্ɺϝϞϦͷ૿େ (#(#
    
    l લ৮Εͷͳ͍αʔόμ΢ϯ͸΄΅ແ͠
    ϑΣΠϧΦʔόʔͷಋೖ΋ൺֱత༰қ
    
    l Ϋϥ΢υαʔϏε্ͷಥൃతͳϝϯςφϯε΋ແ͠
    

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29. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ·ͱΊ
    l ։ൃ࣌͸ɺ"[VSF͸$΍7JTVBM4UVEJPͱͷ૬ੑ͕ྑ͘࢖͍΍͍͢Ϋϥ΢υ
    Ͱͨ͠ɻ
    l ͔͠͠ӡ༻։࢝ޙɺ૝ఆҎ্ͷΞΫηε͕͋Γɺߟ͑͏Δରࡦ͸ߦ͍·ͨ͠
    ͕ɺ"[VSFͰͷੑೳͷݶքʹୡ͠·ͨ͠ɻ
    l "84Ͱ͋Ε͹ղܾͰ͖ΔݟࠐΈ͕͋Γɺ"84΁ͷҠߦΛܾΊ·ͨ͠ɻ
    

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30. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ͦͯ͠"84΁ʜ
    

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31. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    DELiGHTWORKS Inc.
    'BUF(SBOE0SEFSʹ͓͚Δ
    σΟϥΠτϫʔΫεྲྀ "84ಋೖ׆༻ज़ʢޙฤʣ
    2016/06/02
    

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32. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ࣗݾ঺հ
    ͓࢓ࣄ
    ాଜ༞थʢϐΞϨεגࣜձࣾ ୅දऔక໾ࣾ௕ʣ
    'BUF(SBOE0SEFSͰ͸ɺϦϦʔεޙͷαʔό҆ఆԽͳͲΛ୲౰ɻ
    ܦݧ஋
    ๭ίϯιʔϧήʔϜձ͔ࣾΒɺ๭ιʔγϟϧήʔϜձࣾ·Ͱɺ৭ʑͱ΍ͬͯ·͢ɻ
    ϝΠϯϓϩάϥϚ͔ΒɺϓϩδΣΫτϦʔμɺࣄۀ੹೚ऀ·Ͱɻ
    εΩϧηοτ
    ΫϥΠΞϯτɺαʔόɺΠϯϑϥͱ͋Δఔ౓ͷൣғ͕Ͱ͖Δײ͡Ͱ͢ɻ
    $ɺ-VBɺ+BWBɺ0CKFDUJWF$ɺ1)1ɺ1ZUIPOɺ(PMBOHɺͳͲͳͲɻ
    

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33. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ΞδΣϯμ
    "84$ͰͷωοτϫʔΫήʔϜ։ൃ
    σΟϥΠτϫʔΫεͰͷαʔόαΠυ։ൃʹ͍͓ͭͯ࿩͠·͢ɻ
    "[VSF͔Β"84΁ͷҠߦʹ͍ͭͯ
    ឯ༨ۂં͋ͬͯ"[VSF͔Β"84΁Ҡߦ͓ͨ͠࿩Λ͠·͢ɻ
    "84ͷߏ੒มߋͱνϡʔχϯά
    "84ʹͯ͠΋ൃੜͨ͠τϥϒϧͱνϡʔχϯάɺεέʔϧΞ΢τʹ͍͓ͭͯ࿩͠
    ·͢ɻ
    

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34. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84$ͰͷωοτϫʔΫήʔϜ։ൃ
    

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35. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ݱࡏͷن໛ײ
    ݱࡏͷ؀ڥ
    "84$
    8JOEPXT4FSWFS3
    σϓϩΠ͸"84&MBTUJD#FBOTUBML
    ্هߏ੒Ͱ໰୊ແ͘ར༻Մೳ
    ݱࡏͷن໛
    αʔόʔ
    3FRVFTUTTFD
    2VFSZTFD 3FBET
    
    2VFSZTFD 8SJUFT
    
    

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36. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    جຊߏ੒
    **4 "NB[PO&$8JOEPXT4FSWFS3$
    
    /&5'SBNFXPSL"41/&5
    DYMBSHFY
    .Z42- "NB[PO3%4
    
    ECSYMBSHFY
    3FEJT "NB[PO&MBTUJ$BDIF
    
    DBDIFSYMBSHFY
    NFNDBDIFE "NB[PO&MBTUJ$BDIF
    
    DBDIFSYMBSHF
    

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37. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84ར༻αʔϏε
    &MBTUJD-PBE#BMBODJOHʢߴεέʔϧͳϩʔυόϥϯεʣ
    "NB[PO&$ʢΫϥ΢υ಺ͷԾ૝αʔόʣ
    "NB[PO4ʢΫϥ΢υ಺ͷεέʔϥϒϧͳετϨʔδʣ
    "NB[PO3%4ʢϚωʔδυܕϦϨʔγϣφϧσʔλϕʔεαʔϏεʣ
    "NB[PO&MBTUJ$BDIFʢϝϞϦ಺ΩϟογϡαʔϏεʣ
    "84&MBTUJD#FBOTUBMLʢ΢ΣϒΞϓϦΛ࣮ߦ͓Αͼ؅ཧʣ
    

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38. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "SDIJUFDUVSF
    'BUF(SBOE0SEFS
    

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39. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ήʔϜΠϯϑϥͷಛ௃
    

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40. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ౰ॳͷ૝ఆ͕೉͍͠
    ͦͷήʔϜ͕ͲΕ͘Β͍ώοτ͢Δ͔Θ͔Βͳ͍
    ී௨ͷώοτͰ͋Ε͹ॲཧͰ͖ΔΑ͏ʹઃܭ͸͢Δ΋ͷͷɺ
    ࢝·ͬͯΈΔ·ͰͲΕ͘Β͍ͷώοτ͢Δͷ͔͸
    ΤϯδχΞʹ͸׬ᘳʹ͸༧ଌ͕Ͱ͖·ͤΜɻ
    ࠓ·Ͱʹݟͨ͜ͱ͕ͳ͍͘Β͍ώοτ͢Δࣄ΋͋Γ·͢ɻ
    ಈ͖࢝ΊͨΒࢭΊΒΕͳ͍
    Ұ౓ήʔϜ͕࢝·ͬͯ͠·͏ͱ୹࣌ؒͷϝϯς͸ग़དྷͯ΋ɺ
    ͳ͔ͳ͔਺೔୯Ґͷఀࢭ͸Ͱ͖·ͤΜɻ
    ·ͨɺఀࢭ͍ͯ͠Δؒ͸ෛՙ͕ಡΈ੾Ε·ͤΜɻ
    ಈ͍͍ͯΔΠϯϑϥͷมߋ΍ௐ੔͸ඇৗʹख͕͔͔ؒΓ·͢ɻ
    

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41. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ৗʹߋ৽͞ΕΔ
    ҰൠతͳαʔϏεͱҟͳΓ*/4&3561%"5&%&-&5&͕๲େ
    ଟ͘ͷϢʔβ͞Μʹʮݟͯ໯͏ʯͷͰ͸ͳ͘ʮ༡ΜͰ໯͏ʯඞཁ͕͋ΔͨΊɺ
    ๲େͳྔͷ83*5& 3&"%΋
    ͕ৗʹൃੜ͠·͢ɻ
    ෛՙ͕සൟʹมಈ͢Δ
    ϝϯςφϯε։͚ɺΠϕϯτ։࢝࣌ͳͲʹ͸௨ৗͷ਺ഒͷΞΫηε͕͋Δ͜ͱ΋
    ී௨Ͱ͢ɻ
    Ϣʔβ͞Μͷظ଴౓΍೤ྔ͕ͦͷ··ෛՙʹ௚݁͢ΔͨΊɺ
    ࠷େෛՙͱඞཁͳੑೳΛ༧ଌ͢Δ͜ͱ͕೉͘͠ͳ͍ͬͯ·͢ɻ
    

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42. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ͳͥ"84Λར༻͢Δͷ͔ʁ
    

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43. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    Πϯϑϥ؅ཧͷ೉͠͞
    େن໛Λܦݧͨ͠ΠϯϑϥΤϯδχΞ͸ৗʹ଍Γͳ͍
    ༏लͳΠϯϑϥΤϯδχΞ͸࠾༻͕೉͘͠ɺ
    େن໛ΞΫηε͕དྷ͔ͯΒ୳͍ͯͯ͠΋ؒʹ߹͍·ͤΜɻ
    ϚωʔδυαʔϏεͷརศੑ
    ΞϓϦͷσϓϩΠߏ੒ɺ%#ͳͲͷόοΫΞοϓɺ৑௕ߏ੒ɺࢼݧ؀ڥͷ༻ҙɺͳͲͳͲɺ
    ࣌ؒΛ͔͚ͯ४උ͠ͳ͚Ε͹ͳΒͳ͍΋ͷ͸୔ࢁ͋Γ·͢ɻ
    ͜ΕΒΛҰखʹҾ͖ड͚ͯ͘ΕΔͷ͕ɺ"84ͩͱݴ͑·͢ɻ
    

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44. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    σʔλϕʔεͷੑೳ
    Ϛωʔδυ%#ʹ͸ศརͳػೳ͕ຬࡌ
    ࣗಈόοΫΞοϓɺεφοϓγϣοτɺϙΠϯτΠϯλΠϜϦΧόϦɺ
    .VMUJ";ͱ͍ͬͨศརͰϢʔβ͞ΜͷσʔλΛकΔػೳ͕͋Γ·͢ɻ
    ߏ੒มߋʢεέʔϧΞ΢τɺεέʔϧΞοϓʣ͕༰қ
    ੑೳ͕ඞཁʹͳͬͨ࣌ʹ͙͢ʹΠϯελϯεੑೳΛ͋͛Δ͜ͱ΋Ͱ͖·͢͠ɺ
    ز͔ͭͷ%#ʹ෼ࢄͤ͞Δ͜ͱ΋Ͱ͖·͢ɻ
    ΦϯϓϨͩͱͳ͔ͳ͔͜͏͸ߦ͖·ͤΜɻ
    

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45. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "[VSF͔Β"84΁ͷҠߦ
    

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46. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    Ҡߦͱߋ৽Λཱ྆͢Δ
    Πϯϑϥ࡞ۀʹઐ೦Ͱ͖Δਓ͕͍ͳ͍
    ౰ॳɺඇৗʹେ͖ͳ໰୊ͱͯ͠ɺΠϯϑϥ࡞ۀʹઐ೦Ͱ͖Δਓ͕ډ·ͤΜͰͨ͠ɻ
    ಛʹήʔϜͷߋ৽ΛࢭΊΔ༁ʹ΋͍͔ͣɺΠϯϑϥΤϯδχΞΛඞཁͱ͍ͯ͠·ͨ͠ɻ
    ৴པͰ͖Δαʔό؅ཧձࣾͷબఆ
    طʹήʔϜ͕ಈ͍ͯ͠·͍ͬͯΔঢ়گͰز͔ͭͷαʔό؅ཧձࣾ͞Μ΁͓੠͕͚͍͖ͤͯͨͩ͞ɺ
    ࠷ऴతʹגࣜձࣾεΧΠΞʔνωοτϫʔΫε͞ΜʹҠ؅࡞ۀʹؔͯ͠͝ॿྗ௖͖·ͨ͠ɻ
    ݱࡏͰ΋ɺҾ͖ଓ͖αʔό؅ཧΛ͓ئ͍͠ɺ
    ϝϯςφϯεͳͲʹ΋͓෇͖߹͍௖͖͓ੈ࿩ʹͳ͓ͬͯΓ·͢ɻ
    

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47. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    σʔλΛͲ͏Ҡ͢΂͖͔
    "84%BUBCBTF.JHSBUJPO4FSWJDFͷݕ౼͔ΒϨϓϦέʔγϣϯ·Ͱ
    ؆୯ʹσʔλΛҠߦͰ͖ΔखஈΛ୳͢΂͘σʔλϚΠάϨʔγϣϯαʔϏε΋ݕ౼͠·͕ͨ͠ɺ
    σʔλαΠζ͕طʹଟ͘ͳ͍ͬͯͨ͜ͱ΋͋Γɺ
    ݕূ͕͏·͍͔ͣ͘جຊʹฦͬͯϨϓϦέʔγϣϯʹ͢Δࣄʹ͠·ͨ͠ɻ
    ϨϓϦέʔγϣϯ஗Ԇͷճආ
    εϨʔϒ͕ॲཧͰ͖ΔྔΛ௒͑ͨߋ৽͕Ϛελ͔Βൃߦ͞ΕΔͱεϨʔϒ͕஗Ε͍͖ͯ·͢ɻ
    ͜Εͩͱ͍ͭ·Ͱܦͬͯ΋σʔλ͕௥͍͖ͭ·ͤΜɻ
    JOOPEC@GMVTI@MPH@BU@USY@DPNNJUͳͲΛઃఆ͠ɺ
    εϨʔϒͷ*0Λվળ͠଎౓Λ޲্ͤ͞·ͨ͠ɻ
    ʢ$16ɺϝϞϦɺ*0ͷ໰୊Ͱରॲ͕ҟͳΓ·͢ʣ
    

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48. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ࣮૷ͷमਖ਼
    "[VSF4%,ͱ"[VSFʹґଘͨ͠ίʔυͷஔ׵
    $ͷϓϩδΣΫτʹ͸"[VSFʹґଘͨ͠ίʔυ͕ز͔ͭ͋Γ·ͨ͠ɻ
    ͪ͜Βʹؔͯ͠͸ɺઃఆϑΝΠϧʹΑΔ0/0''Ͱɺ
    "[VSFʹґଘ͠ͳ͍ίʔυ΁ஔ͖׵͑·ͨ͠ɻ
    ྫ͑͹"[VSF$BDIF͔Β.FNPSZ$BDIF΁มߋͳͲͰ͢ɻ
    &-#͕ૹͬͯ͘Δ9'PSXBSEFE'PS΁ͷରԠ
    "[VSFͰ͸ੜͷ*1͕αʔόʹಧ͍͍ͯͨͷΛ9'PSXBSEFE'PSʹରԠ͢Δඞཁ
    ͳͲ͕͋Γ·͕ͨ͠ɺ͔ͳΓখن໛ͳมߋͰରԠͰ͖·ͨ͠ɻ
    

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49. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    पล؀ڥͷमਖ਼
    -JOVYʢ$FOU04ʣαʔόͷҠߦ
    ϢʔβʔΞΫςΟϏςΟه࿥ͷͨΊ΍ɺΤϥʔͷ؅ཧͳͲʹ-JOVYΛ࢖͍ͬͯ·͕ͨ͠
    ͪ͜Β΋Ҡߦ͢Δඞཁ͕͋Γ·ͨ͠ɻ
    GMVFOUE΍OYMPHͳͲϩάपΓͷઃఆมߋ
    ,1*ղੳͷҝʹϩάղੳج൫ʹରͯ͠ϩάΛૹ৴͓ͯ͠Γɺ
    GMVFOUE΍OYMPHΛ࢖͍ͬͯ·͕ͨ͠ɺͪ͜ΒͷઃఆΛมߋ͢Δඞཁ͕͋Γ·ͨ͠ɻ
    

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50. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    σʔλݕূ͓Αͼಈ࡞ݕূ
    3%4ࢼݧ؀ڥΛߏஙͯ͠2"Λߦ͏
    ಉظͨ͠%#Λεφοϓγϣοτ͔Βผ్࡞੒͠ɺ2"؀ڥΛߏங͠·ͨ͠ɻ
    ͪ͜ΒʹରԠͨ͠ΫϥΠΞϯτόΠφϦΛ࡞੒͠σόοΨʔνΣοΫΛ͠·ͨ͠ɻ
    ϦϦʔεࡁΈΞϓϦʹରͯ͠ϓϩΩγΛ࢖༻ͯ͠ͷϓϨΠ
    طʹϦϦʔε͞Ε͍ͯΔΞϓϦͰ΋໰୊ͳ͘ಈ࡞͕Ͱ͖ΔΑ͏ʹɺ
    J1IPOFͷϓϩΩγػೳΛར༻͠ɺ
    ຊ൪αʔόͰ͸ͳ͘ݕূαʔόʹΞΫηε͢ΔΑ͏ʹ͠ɺಈ࡞Λݕূ͠·ͨ͠ɻ
    

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51. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    Ҡߦ࣌ͷߏ੒ਤ
    'BUF(SBOE0SEFS
    

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52. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    Ҡߦ࡞ۀ
    ਂ໷ϝϯςφϯεʹΑΔҠߦ
    ϨϓϦέʔγϣϯ͍ͯͨ͠%#ʹ੾ସɺٯʹԿ͔໰୊͕͋ͬͨͱ͖ͷҝʹ
    "[VSF"84ͷϨϓϦέʔγϣϯΛ"84"[VSFʹ੾Γସ͑·ͨ͠ɻ
    **4ͷ͕࣌ؒͣΕΔτϥϒϧ͋Γ
    **4Ͱ͸(.5ʢάϦχοδඪ४࣌ؒʣͰ؅ཧ͞Ε͍ͯΔͨΊɺ
    +45ʢ೔ຊඪ४࣌ʣʹ੾Γସ͍͑ͯͨͷͰ͕͢ɺ
    উखʹ(.5ʹ໭ͬͯ͠·͏ࣄ͕͋Γ·ͨ͠ɻ
    ݁Ռͱͯ͠**4ͷϨδετϦΛௐ੔͠ɺमਖ਼Λߦ͍·ͨ͠ɻ
    

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53. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84ͷߏ੒มߋͱνϡʔχϯά
    

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54. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    "84΁ͷҠߦޙ
    ೥݄ʹҠߦܾఆ͠೥݄಄ʹҠߦ͕׬ྃ
    ෛՙ͸҆ఆ͠ɺ೥࢝೥຤͸ඇৗʹ҆৺ͯ͠ա͢͜͝ͱ͕Ͱ͖·ͨ͠ɻ
    ͕͔ͩ͠͠ʜʜʂ
    ঃʑʹεύΠΫ͕ൃੜ͠ɺ໌Β͔ʹʮॏ͍ʯͱ͍͏ঢ়گʹͳΓ·ͨ͠ɻ
    ୯ʹ"84΁Ҡߦ͢Δ͚ͩͰ͸Ϣʔβ͞Μͷ૿Ճʹ଱͑ΒΕ·ͤΜͰͨ͠ɻ
    

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55. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    αʔόʔτϥϒϧͷཧ༝
    "84Ͱ͋Ζ͏ͱ΋ಥવͷࢮ͸͋Δ
    4-"͕Ͱͳ͍Ҏ্ɺͲΜͳαʔϏεʹ΋ಥવͷࢮ͕͋Γ·͢ɻ
    མͪͨͱ͖ʹͲ͏͢Δͷ͔Λ͖ͪΜͱઃܭ͓ͯ͘͠ඞཁ͠ͳ͍ͱ͍͚·ͤΜɻ
    σʔλϕʔεͷੑೳݶք͕ಥવ͘Δ
    Ϣʔβʔ͞Μ͕૿͑ଓ͚ΔݶΓɺσʔλ͸૿͑ଓ͚·͢͠ɺ
    NTͰॲཧ͍ͯͨ͠42-͕ಥવ NTͰ͔͠ॲཧͰ͖ͳ͘ͳΓɺ
    ϓϩηεϦετ͕ΈΔΈΔ٧·Γ·͢ɻ
    ւ֎͔Βͷ༰ࣻͳ͍%P4߈ܸ͕͘Δ
    ࣌ʹ͸ΞδΞݍ಺ͷࠃ͔Β༰ࣻͳ͍ෆਖ਼ΞΫηε͕͖ͯෛՙͱσʔλྔΛٸ্ঢͤ͞·͢ɻ
    ָ͠ΜͰଷ͍͍ͯΔϢʔβ͞Μͷ๦͛ʹͳΔͷͰରॲ͠ͳ͚Ε͹ͳΓ·ͤΜɻ
    

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56. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    νϡʔχϯά΁ͷಓͷΓ
    αʔόʔͷ୆਺Λ૿΍ͤ͹ྑ͍ͷͰ͸ʁ
    %#͕ݶքͷঢ়ଶͰ҆қʹαʔόͷ୆਺Λ૿΍͢ͱɺ
    %#΁ͷΞΫηε਺͕Ұؾʹ૿େͯ͠%#͕٧·ͬͯήʔϜ͕Ԡ౴͠ͳ͘ͳΓ·͢ɻ
    σʔλϕʔεͷੑೳΛ͋͛Ε͹ྑ͍ͷͰ͸ʁ
    %#͸ͦͷ࣌఺Ͱطʹ࠷ߴͷΠϯελϯεΛ࢖͍ͬͯ·ͨ͠ɻ
    "NB[PO͞Μ͕ߋʹߴੑೳͳσʔλϕʔεΛ༻ҙͯ͘͠ΕΔͷΛ଴ͭΘ͚ʹ͸͍͖·ͤΜͰͨ͠ɻ
    ਫฏ෼ׂͱ͔ਨ௚෼ׂΛ͢Ε͹ྑ͍ͷͰ͸ʁ
    ࡞ۀͷݟੵ΋ΓΛߦ͍·͕ͨ͠ɺ୹࣌ؒͷϝϯςͰऴΘΔ࡞ۀͰ͸ͳ͍ࣄ͕Ұ໨ྎવͰͨ͠ɻ
    Ϣʔβ͞Μ͕࠶։Λ଴͍ͬͯΔͨΊɺࠓ͙͢ղܾΛ͢Δ΂͘νϡʔχϯάΛߦ͏ࣄʹ͠·ͨ͠ɻ
    

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57. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ϘτϧωοΫ͸Ͳ͔͜
    εϩʔΫΤϦΛղܾ͢Δʁ
    ·ͣ͸ఆੴͰ͋ΔεϩʔΫΤϦΛղܾ͢Δͷ͕మ൘Ͱ͢ɻ
    ͔͠͠ɺσʔλϕʔε͕ݶքʹୡ͍ͯ͠Δ৔߹ɺ
    ԿͰ΋ແ͍Α͏ͳ̨̡̦͕εϩʔΫΤϦʹͳͬͯ͠·͍·͢ɻ
    Ωϟογϡʹಀ͕͢ʁ
    3FEJT΍NFNDBDIFEʹؔͯ͠͸شൃੑΛߟྀ͠ɺ
    ສ͕Ұແ͘ͳͬͯ΋େৎ෉ͳ΋ͷΛ༏ઌͯ͠഑ஔ͍ͯ͠·͢ɻ
    ݁Ռͱͯ͠ɺ໰୊͕ղܾ͢Δ·Ͱੑೳ͕޲্͠·ͤΜͰͨ͠ɻ
    ςʔϒϧͷεΩʔϚΛݟ௚͢ʁ
    σʔλϕʔεͷςʔϒϧΛ࠶ઃܭ͢Δ͜ͱͰߴ଎Խ͕ظ଴Ͱ͖ΔՄೳੑ͸͋Γ·ͨ͠ɻ
    ͔͠͠ɺӡ༻தͷطʹେྔͷσʔλ͕௥Ճ͞ΕͨςʔϒϧΛ࠷దԽ͢Δͷ͸ϦεΫ͕ߴ͘ͳΓ·͢ɻ
    

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58. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    *OOPECͷνϡʔχϯάجૅ
    JOOEC@CVGGFS@QPPM@TJ[F͕ԿΑΓॏཁʂ
    ͑͋͜͜͞Ε͹جຊ͸ੑೳ͕Ͱ·͢ɻͨͩ͠ɺ'(0Ͱ͸σʔλαΠζ͓ΑͼΠϯσοΫεαΠζ͕ɺ
    طʹ(#Λ௒͍͑ͯΔͨΊɺΠϯσοΫεαΠζ૬౰͚ͩΛϝϞϦʹͷͤΔͷ͕΍ͬͱͰͨ͠ɻ
    JOOPEC@MPH@GJMF@TJ[FͱJOOPEC@MPH@GJMFT@JO@HSPVQ΋ॏཁ
    όοϑΝϓʔϧσʔλ͸௚઀ςʔϒϧ΁ॻ͖ग़͞ΕΔͷͰ͸ͳ͘ɺҰ୴ϩάϑΝΠϧʹॻ͖ग़͞Ε·͢ɻ
    ނʹɺςʔϒϧ΁ϑϥογϡ͢ΔલͷσʔλΛอ࣋͢ΔϩάϑΝΠϧαΠζ΋ॏཁͰ͢ɻ
    UISFBEॏཁ JOOPEC@SFBE@JP@UISFBETJOOPEC@XSJUF@JP@UISFBET
    
    *0͕໰୊ʹͳΔͱ͖ɺ͍͔ʹ38Λ޲্ͤ͞Δ͔ʹͳΔͨΊɺUISFBEͷ਺Λ૿΍͢ͷ͕༗ޮͰͨ͠ɻ
    ͔͠͠ɺฒྻUISFBE਺Λ੍ޚ͢ΔJOOPEC@UISFBE@DPODVSSFODZΛʢ੍ݶͳ͠ʣʹ͢Δͱ଱͑ΒΕ·ͤΜͰͨ͠ɻ
    ͋ͬͱݴ͏ؒʹϓϩηε͕٧·ΓԠ౴Ͱ͖ͳ͘ͳΔঢ়گͰͨ͠ɻ
    

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59. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved.
    ެࣜυΩϡϝϯτΛಡ΋͏
    .Z42-ͷνϡʔχϯάʹؔͯ͠͸ඞͣެࣜυΩϡϝϯτΛख़ಡ͢Δ
    ̍ͭ̍ͭͷύϥϝʔλͷಈ࡞ɺ࠷దԽʹ͍ͭͯඇৗʹࡉ͔͘ॻ͍ͯ͋Γ·͢ɻ
    ϘτϧωοΫʹԠͯ͡ௐ੔͢Δύϥϝʔλ͕มΘΓ·͢ͷͰɺඞͣԾઆΛ࣋ͬͯରԠ͢Δ͜ͱ͕େࣄͰ͢ɻ
    ϘτϧωοΫʹͳ͍ͬͯΔͷ͕ɺ$16͔ϝϞϦ͔ɺσΟεΫ*0͔ͰରԠ͕มΘΓ·͢ɻ
    ʮ)PHF͸/Ͱे෼Ͱ͢ʯͱ͍͏จݴʹ͸஫ҙ͢Δ
    (PPHMFͰௐ΂Ε͹༷ʑͳ.Z42-νϡʔχϯάྫ͕Ҿ͔͔ͬΔͱࢥ͍·͢ɻ
    ͔͠͠ɺଟ͘ͷαΠτʹ͸ʮͳͥͦΕΛ͢Δͷ͔ʯ͕ॻ͍ͯ͋Γ·ͤΜɻ
    ݟ஌Β͵ਓͷݟ஌Β͵؀ڥΛؙࣸ͠ʹͯ͠͸͍͚·ͤΜɻ
    ඞͣ੾Γ෼͚Λͯ͠ޮՌͷ༗ແΛ֬ೝ͢Δ
    .Z42-ʹ͸ඇৗʹଟ͘ͷύϥϝʔλ͕͋Γ·͢ɻ
    ͜ΕΒΛҰؾʹมߋ͢ΔͱͲΕ͕ޮՌ͕͋ͬͨͷ͔͕ղΓͮΒ͘ͳΓ·͢ɻ
    ৔߹ʹΑͬͯ͸EZOBNJDʢ࠶ىಈແ͠ʣͰมߋͰ͖Δ஋΋͋Γ·͢ͷͰࠜؾΑ̍ͭ̍ͭ͘ࢼ͠·͠ΐ͏ɻ
    

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    ඞͣܭଌ͠Α͏
    ࠷ద஋͸αʔϏε΍ήʔϜͷಛੑʹࠨӈ͞ΕΔ
    '(0Ͱ͸ɺ୆ͷ.Z42-Ͱ͔ͳΓͷ਺Λ͞͹͍͍ͯ·͕ͨ͠ɺ΍͕ͯͦΕ΋ݶք͕དྷ·ͨ͠ɻ
    αʔϏε΍ήʔϜʹΑͬͯ͸΋ͬͱΞΫηε͕ଟ͍ࣄ΋͋Γಘ·͢͠ɺ
    .Z42-ͷ࢖ΘΕํʢ$POOFDUJPO4USJOH΍$POOFDUJPO1PPMJOHͳͲ΋ؚΊʣʹΑͬͯ΋ڍಈ͕มΘ͖ͬͯ·͢ɻ
    ϩϒɾύΠΫͷݹ͍ݹ͍֨ݴʢϓϩάϥϛϯά࡞๏ͷਓɺ(Pͷਓʣ
    ϓϩάϥϜ͕Ͳ͜Ͱ࣌ؒΛফඅ͢Δ͜ͱʹͳΔ͔஌Δ͜ͱ͸Ͱ͖ͳ͍ɻ
    ϘτϧωοΫ͸ڻ͘΂͖ՕॴͰى͜Δ΋ͷͰ͋Δɻ
    ͕ͨͬͯ͠ɺͲ͕͜ϘτϧωοΫͳͷ͔Λ͸͖ͬΓͤ͞Δ·Ͱ͸ɺਪଌΛߦͬͨΓɺ
    εϐʔυϋοΫΛͯ͠͸ͳΒͳ͍ɻ
    ܭଌ͢΂͠ʢʹૣ͗͢Δ࠷దԽ͸ॾѱͷࠜݯͰ͋Δʣ
    ܭଌ͢΂͠ɻܭଌ͢Δ·Ͱ͸଎౓ͷͨΊͷௐ੔Λͯ͠͸ͳΒͳ͍ɻ
    

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    σʔλϕʔεΛ෼ׂ͢Δ
    

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    %#Λ෼ׂ͠Α͏
    νϡʔχϯάʹ΋΍͸Γݶք͕͋Δ
    '(0Ͱ͸ɺνϡʔχϯάΛ܁Γฦ͢͜ͱͰੑೳΛݶք·Ͱग़͍ͯ͠·͕ͨ͠ɺ
    ͦΕͰ΋΍͸Γ෼ׂΛ͠ͳ͚Ε͹ͳΒͳ͍͕࣌΍ͬͯདྷ·͢ɻʢདྷ·ͨ͠ʣ
    ਫฏ෼ׂͱਨ௚෼ׂ
    %#ΛਫฏʢϢʔβ*%౳Ͱผ%#ʹৼΓΘ͚Δʣͱਨ௚ʢػೳ୯ҐͰผ%#ʹৼΓΘ͚Δʣ
    ʹ෼ׂ͢Δํ๏͕ҰൠతͰ͢ɻ
    '(0Ͱ͸ਨ௚෼ׂΛ࠾༻͠·ͨ͠
    Ϣʔβ৘ใɺαʔϰΝϯτ৘ใɺΞΠςϜ৘ใͳͲͰ̐෼ׂ͍ͯ͠·͢ɻ
    ੍ݶͱͯ͠ɺ֎෦Ωʔ͕࢖͑ͳ͘ͳΓ·͢ɻ
    ·ͨɺ%#Λ·͕ͨͬͨ+0*/͕Ͱ͖ͳ͍ͳͲɺΫΤϦ΁ͷ੍໿͕͋Γ·͢ɻ
    

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    ਫฏ෼ׂ74ਨ௚෼ׂ
    ಘखෆಘख͕͋Δ
    Ұ֓ʹͲͪΒ͕༏Ε͍ͯΔͱ͍͏΋ͷͰ͸͋Γ·ͤΜɻʢͲͪΒ΋ܦݧࡁΈͱͯ͠ͷҙݟͱͯ͠ʣ
    ਫฏ෼ׂ
    ਫฏ෼ׂ͸ແݶʹεέʔϧ͢ΔͱݴΘΕ·͕͢ɺ෼ࢄτϥϯβΫγϣϯΛద੾ʹ༻͍Δඞཁ͕͋Δͷͱɺ
    Ϣʔβຖʹσʔλ͕෼ࢄͯ͠͠·͏ͨΊɺϢʔβؒͰͷ੔߹ੑΛอͭͨΊͷઃܭ͕ඇৗʹ೉͘͠ͳΓ·͢ɻ
    ͔ͭɺಛఆͷ%#ʹෛՙ͕͔͔ͬͨ৔߹Ͱ΋શମͷݸ਺Λ૿΍ͯ͠෼ࢄ͢Δඞཁ͕͋Γ·͢ɻ
    ਨ௚෼ׂʢ'(0Ͱ࠾༻ʣ
    ແݶʹεέʔϧ͢Δ༁Ͱ͸ແ͘ɺ͔ͭز͔ͭεΩʔϚ΍ΫΤϦʹ੍ݶ͕͔͔Γ·͕͢ɺ
    ઃܭ͸γϯϓϧʹͳΓ·͢ɻ
    ػೳ୯Ґͷ෼ׂͰ͋ΔͨΊɺಛఆͷػೳʹෛՙ͕͔͔Δ৔߹͸ݸผ࠷దԽ͕ඞཁʹͳΓ·͢ɻ
    

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    େن໛ͱ޲͖߹͏৺ߏ͑
    

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    ԾઆͱݕূΛੵΈॏͶΑ͏
    େن໛Λܦݧͨ͠ΤϯδχΞͱ͍͏ͷ͸ຆͲੈͷதʹ͍·ͤΜ
    େن໛Λܦݧͨ͠ɺͱ͍͏ΤϯδχΞͰ΋ສ%"6ͳͲ͕ຆͲͰ͢ɻʢαʔϏεʗήʔϜ಺༰ʹΑΔͷͰҰྫͱ͓ߟ͑Լ͍͞ʣ
    ຆͲͷΤϯδχΞʹͱͬͯ͸ະ஌਺ͷେن໛ΞΫηεʹະ஌ͱͷૺ۰Ͱ͢ɻେن໛ΞΫηεͷӡ༻ʹਖ਼ղ͸͋Γ·ͤΜɻ
    ނʹɺԾઆͱݕূΛੵΈॏͶ࣮ͯূ͢Δඞཁ͕͋Γ·͢ɻ୭΋ਖ਼ղΛڭ͑ͯ͸͘Ε·ͤΜɻ
    ԾઆΛཱͯΔʹ͸ͦͷࠜڌͱͳΔ஌ࣝͱܦݧ͕ඞཁʹͳΓ·͢
    .Z42-ͱ͍͏σʔλϕʔεΛνϡʔχϯά͢Δͷʹɺ͓खຊͱͳΔڭՊॻ΋ދͷר΋͋Γ·ͤΜɻ
    ݁ہ͸ɺ$16ɺϝϞϦɺετϨʔδ*0ɺεϨουɺʹू໿͞Ε·͢ɻ
    ެࣜυΩϡϝϯτʹ͸ʮͳͥޮՌ͕͋Δͷ͔ʯ͸ॻ͍ͯ͋Γ·͕͢ɺཧղͰ͖ͳ͚Ε͹ҙຯ͕͋Γ·ͤΜɻ
    ʮίϯϐϡʔλͷߏ੒ͱઃܭ ୈ൛ʯͳͲΛಡΜͰίϯϐϡʔλΛΞʔΩςΫνϟͱͯ͠ཧղ͓ͯ͘͜͠ͱ͕ඇৗʹ໾ʹཱͪ·͢ɻ
    ڧ৺ଁΛ࣋ͱ͏
    αʔότϥϒϧʹૺ۰ͨ͠ͱ͖ɺ5XJUUFSͳͲͰ΋͓٬༷͔Β༷ʑͳҙݟ͕ಧ͖·͢ɻ
    ࣌ʹίίϩ͕௧͍͜ͱ΋͋Δͱࢥ͍·͢ɻ͔͠͠ɺ໧ͬͯ଴͍ͬͯͯ΋τϥϒϧ͸ղܾ͠·ͤΜɻ
    τϥϒϧ͕ى͖͍ͯΔ࣌ͦ͜ίίϩΛڧ࣋ͪ͘·͠ΐ͏ɻ
    

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    ։ൃΛऔΓר͘؀ڥ
    

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    ։ൃ؀ڥ
    #JU#VDLFU (JU
    
    େࣄͳͱ͜Ζ͸1VMM3FRVFTUϕʔεͰ։ൃΛߦͬͯ·͢ɻ
    4FOUSZ
    ΤϥʔϩάπʔϧɻԿ͔Τϥʔ͕ى͖ΔͱΤϥʔϨϙʔτ͕ಧ͖·͢ɻ
    +FOLJOT
    ༷ʑͳ௨஌΍࡞ۀͷࣗಈԽʹ໾ཱͬͯ·͢ɻ
    /FX3FMJD
    ࠷ڧͷϞχλϦϯάπʔϧͰ͢ɻ͜Ε͕ͳ͍ͱෛՙΛܭଌ͢Δ͜ͱ͕೉͍͠Ͱ͢ɻ
    

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    /FX3FMJDʹΑΔܭଌ
    ීஈ͸.Z42-͸NTʙNT
    

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    /FX3FMJDʹΑΔܭଌ
    ಥવͷεύΠΫ͕ൃੜ͢Δͱ NT
    

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    ·ͱΊ
    

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    ·ͱΊ
    "84Λ࢖͏͜ͱ͸̍ͭͷ࠷దղͰ͢
    ΠϯϑϥΤϯδχΞ͕͍ͳ͍Α͏ͳձࣾͰ΋େن໛ήʔϜΛӡ༻͢Δ͜ͱ͕Ͱ͖·͢ɻ
    "84Λ࢖͏ʮ͚ͩʯͰ͸͍͚ͳ͍
    σʔλ͸೔ʑੵΈॏͳΓɺঢ়گ͸ࠁҰࠁͱมԽ͠·͢ɻ
    "84Λ׆༻͢ΔͨΊʹ͸ԾઆͱݕূΛ܁Γฦ࣮͠ূ͢Δ͜ͱ͕ඞཁͰ͢ɻ
    "84͸ۜͷ஄ؙͰ͸͋Γ·ͤΜ
    ͢΂ͯͷ໰୊Λղܾ͢Δຐ๏͸͋Γ·ͤΜ͕ɺඇৗʹڧྗͳ෢ثͰ͸͋Γ·͢ɻ
    

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