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

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。

Yuki Tamura

June 09, 2016
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  1. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. ࣗݾ঺հ ࠓҪ कੜ

    l େֶଔۀޙɺγεςϜΤϯδχΞͱͯ͠ब৬ l ೥ʹήʔϜձࣾʹస৬͠ɺεϚʔτϑΥϯ޲͚ήʔϜΛ։ൃ l ೥͔ΒσΟϥΠτϫʔΫεʹͯ 'BUF(SBOE0SEFSͷαʔόଆϓϩάϥϜΛ୲౰
  2. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. ΞδΣϯμ l "84ҠߦͷܦҢ

    l "84Ҡߦલͷαʔόߏ੒ઃܭ l "84Ҡߦલͷ՝୊ l "84Ҡߦͷཧ༝
  3. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. "84ҠߦͷܦҢ l 'BUF(SBOE0SEFS͸౰ॳɺ

    .JDSPTPGU"[VSFΛ࢖༻ l ೥݄ͷϦϦʔεҎ߱ɺ༷ʑͳ՝୊͕ൃੜ l ಉ೥݄ʹ"84΁ͷҠߦΛܾΊɺ݄ʹ࣮ࢪ
  4. 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
  5. 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୒
  6. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. ϦϦʔε௚ޙͷن໛ײ ؀ڥ $

    7JTVBM4UVEJP "41/&5 ϦϦʔε౰ॳͷن໛ dαʔό   3FRVFTUTTFD  2VFSZTFD 3FBET  2VFSZTFD 8SJUFT
  7. 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 
  8. 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
  9. 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
  10. 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
  11. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. ͔͠͠ʜ l ૝ఆΛང͔ʹ্ճΔϢʔβ਺

    l ւ֎͔ΒͷେྔͷΞΧ΢ϯτ࡞੒΍ɺਖ਼نͷΞϓϦΛ࢖༻͍ͯ͠ͳ͍ͱݟΒ ΕΔߴ଎͔ͭେྔͷΞΫηε ͦͷ݁ՌɺΠϕϯτ։࢝௚ޙ͸ΞΫηεΛॲཧ͖͠ΕͣɺαʔόͷϨεϙϯε ͕ѱ͘ͳΔঢ়گ͕ଓ͖·ͨ͠ɻ
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. "84Ҡߦલͷ՝୊ Մ༻ੑ Ϋϥ΢υαʔϏεͷ೥ͷμ΢ϯλΠϜΛൺֱ

    IUUQXXXOFUXPSLXPSMEDPNBSUJDMFDMPVEDPNQVUJOHBOEUIF DMPVEQSPWJEFSXJUIUIFCFTUVQUJNFJOJTIUNM
  19. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. "84Ҡߦલͷ՝୊ ·ͱΊ l

    େن໛ΞΫηεΛॲཧ͢Δʹ͸ੑೳ͕෺଍Γͳ͍ l શମతʹΠϯϑϥपΓʹ͔͔Δख͕ؒଟ͘ɺ։ൃʹઐ೦Ͱ͖ͳ͍
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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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    ͔͠͠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
  41. 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
  42. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. ެࣜυΩϡϝϯτΛಡ΋͏ .Z42-ͷνϡʔχϯάʹؔͯ͠͸ඞͣެࣜυΩϡϝϯτΛख़ಡ͢Δ ̍ͭ̍ͭͷύϥϝʔλͷಈ࡞ɺ࠷దԽʹ͍ͭͯඇৗʹࡉ͔͘ॻ͍ͯ͋Γ·͢ɻ

    ϘτϧωοΫʹԠͯ͡ௐ੔͢Δύϥϝʔλ͕มΘΓ·͢ͷͰɺඞͣԾઆΛ࣋ͬͯରԠ͢Δ͜ͱ͕େࣄͰ͢ɻ ϘτϧωοΫʹͳ͍ͬͯΔͷ͕ɺ$16͔ϝϞϦ͔ɺσΟεΫ*0͔ͰରԠ͕มΘΓ·͢ɻ ʮ)PHF͸/Ͱे෼Ͱ͢ʯͱ͍͏จݴʹ͸஫ҙ͢Δ (PPHMFͰௐ΂Ε͹༷ʑͳ.Z42-νϡʔχϯάྫ͕Ҿ͔͔ͬΔͱࢥ͍·͢ɻ ͔͠͠ɺଟ͘ͷαΠτʹ͸ʮͳͥͦΕΛ͢Δͷ͔ʯ͕ॻ͍ͯ͋Γ·ͤΜɻ ݟ஌Β͵ਓͷݟ஌Β͵؀ڥΛؙࣸ͠ʹͯ͠͸͍͚·ͤΜɻ ඞͣ੾Γ෼͚Λͯ͠ޮՌͷ༗ແΛ֬ೝ͢Δ .Z42-ʹ͸ඇৗʹଟ͘ͷύϥϝʔλ͕͋Γ·͢ɻ ͜ΕΒΛҰؾʹมߋ͢ΔͱͲΕ͕ޮՌ͕͋ͬͨͷ͔͕ղΓͮΒ͘ͳΓ·͢ɻ ৔߹ʹΑͬͯ͸EZOBNJDʢ࠶ىಈແ͠ʣͰมߋͰ͖Δ஋΋͋Γ·͢ͷͰࠜؾΑ̍ͭ̍ͭ͘ࢼ͠·͠ΐ͏ɻ
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    αʔϏε΍ήʔϜʹΑͬͯ͸΋ͬͱΞΫηε͕ଟ͍ࣄ΋͋Γಘ·͢͠ɺ .Z42-ͷ࢖ΘΕํʢ$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
  44. Copyright 2016 DELiGHTWORKS Inc. All Rights Reserved. %#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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    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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    େࣄͳͱ͜Ζ͸1VMM3FRVFTUϕʔεͰ։ൃΛߦͬͯ·͢ɻ 4FOUSZ ΤϥʔϩάπʔϧɻԿ͔Τϥʔ͕ى͖ΔͱΤϥʔϨϙʔτ͕ಧ͖·͢ɻ +FOLJOT ༷ʑͳ௨஌΍࡞ۀͷࣗಈԽʹ໾ཱͬͯ·͢ɻ /FX3FMJD ࠷ڧͷϞχλϦϯάπʔϧͰ͢ɻ͜Ε͕ͳ͍ͱෛՙΛܭଌ͢Δ͜ͱ͕೉͍͠Ͱ͢ɻ
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