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גࣜձࣾ%..DPNϥϘ 0LBO։ൃ෦౻઒߁೭ %..$."8"3%4 4FSWFSMFTT4JOHMF1BHF"QQT

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2 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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3 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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4 Copyright © since 1998 DMM All Rights Reserved. ࣗݾ঺հ ౻઒߁೭ʢ:BTVZVLJ'VKJLBXBʣ w લ৬ɿ4*FSۈ຿ w ॴଐɿ0LBO։ൃ෦ w ݱࡏɿೝఆεΫϥϜϚελʔ
 ɹɹɹͱͯ͠νʔϜΛࢧԉத w 5XJUUFSɿ!:@'VKJLBXB w ϒϩάɿIUUQGVKJZBTVIBUFOBCMPHDPN

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5 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w %..$."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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6 Copyright © since 1998 DMM All Rights Reserved. %..$."8"3%4ͷ঺հ w %..ͷαʔϏεΛର৅ͱͨ͠$.ίϯϖςΟγϣϯͰࡢ೥ୈճΛ։࠵ɻ
 ࠓ೥΋߽՚ήετ৹ࠪһ͕Ԡื࡞඼ͷ৹ࠪΛߦ͍·͢ɻ w ୈճʹ͍ͭͯ͸ͪ͜Β⾣IUUQTDNBXBSETENNDPN

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7 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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8 Copyright © since 1998 DMM All Rights Reserved. 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w "84-BNCEB͕੝Γ্͕͖ͬͯͯ
 ࣄྫ΋ग़͖ͯͨͷͰ࢖ͬͯΈ͍ͨ w ΤϯδχΞ͸গ਺ਓ਺ʢΠϯϑϥΤϯδχΞͳ͠ʣ w ΩϟϯϖʔϯαΠτͷҝͳΔ΂͘ϥϯχϯάίετΛ҆͘͢Δ

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9 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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10 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक

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11 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक

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12 Copyright © since 1998 DMM All Rights Reserved. Elastic Load Balancing "WBJMBCJMJUZ;POF Amazon EC2 "WBJMBCJMJUZ;POF Amazon EC2 Web Browser Amazon API Gateway Amazon S3 AWS Lambda Amazon CloudWatch Amazon DynamoDB AWS Lambda Dynamo DB Streams 8FC

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13 Copyright © since 1998 DMM All Rights Reserved. γεςϜશମͷΞʔΩςΫνϟਤ αʔϏε໊ ֓ཁ &$ )5.- +4 $44Λઃஔ "1*(BUFXBZ "1*શମͷ؅ཧ -BNCEB αʔόʔαΠυॲཧͱͯ͠࢖༻ %ZOBNP%# ೖྗ͞ΕͨϑΥʔϜ಺༰Λอଘ 4 Ξοϓϩʔυ͞ΕͨಈըͷαϜωΠϧը૾ϑΝΠϧͷอଘ ΞʔΩςΫνϟͷৄࡉ

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14 Copyright © since 1998 DMM All Rights Reserved. γεςϜશମͷΞʔΩςΫνϟਤ ֓ཁ 4XBHHFS +40/ܗࣜͷઃఆϑΝΠϧɻ "1*(BUFXBZͷઃఆΛهड़͢Δɻ /PEFKT -BNCEBͰͷ࣮૷͸ɺ/PEFKT ݴޠͳͲ

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15 Copyright © since 1998 DMM All Rights Reserved. Elastic Load Balancing "WBJMBCJMJUZ;POF Amazon EC2 "WBJMBCJMJUZ;POF Amazon EC2 Web Browser Amazon API Gateway Amazon S3 AWS Lambda Amazon CloudWatch Amazon DynamoDB AWS Lambda Dynamo DB Streams 8FC

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16 Copyright © since 1998 DMM All Rights Reserved. 4FSWFSMFTT"SDIJUFDUVSF ϑϧ׆༻ͷ͸͕ͣɺ&$Λ࢖͏ʁ γεςϜશମͷΞʔΩςΫνϟਤ

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17 Copyright © since 1998 DMM All Rights Reserved. w 6TFS"HFOUΛ΋ͱʹ
 3FEJSFDU 3FXSJUFॲཧΛॊೈʹ͢ΔͨΊ&$Λબ୒
 ˠ8FCαʔόʔͱͯ͠ɺ/HJOYΛઃஔͯ͠ॲཧΛ͢Δ w ຊ౰͸ɺ͢΂ͯ4ʹஔ͖͔ͨͬͨ w ϨεϙϯγϒͩͬͨΒ&$Ͱͳͯ͘΋Α͔ͬͨ γεςϜશମͷΞʔΩςΫνϟਤ

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18 Copyright © since 1998 DMM All Rights Reserved. MPDBUJPOTQ\ JG JT@TQIPOF \ SFXSJUF?TQ IUUQTIPTUSFEJSFDU ^ CSFBL ^ MPDBUJPO\ JG JT@TQIPOF \ SFXSJUF? IUUQTIPTUTQSFEJSFDU ^ CSFBL ^ MPDBUJPOd?FOUSZ DPOpSNcFSSPScDPNQMFUF \ SFUVSOIUUQTIPTUFOUSZ ^ MPDBUJPOd?TQFOUSZ DPOpSNcFSSPScDPNQMFUF \ SFUVSOIUUQTIPTUTQFOUSZ ^ γεςϜશମͷΞʔΩςΫνϟਤ %PDVNFOU3PPU KT DTT pMF TQ FSSPS EFUBJM BXBSE WPUF JNH BSDIJWF JOEFYIUNM )5.- $44 +4ͳͲ ൈਮ OHJOYDPOG ൈਮ

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19 Copyright © since 1998 DMM All Rights Reserved. Amazon S3 Amazon CloudFront Amazon S3 Amazon API Gateway AWS Lambda Amazon CloudWatch Amazon DynamoDB AWS WAF Web Browser ؅ཧը໘

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20 Copyright © since 1998 DMM All Rights Reserved. γεςϜશମͷΞʔΩςΫνϟਤ αʔϏε໊ ֓ཁ 8"' *1੍ݶ $MPVE'SPOU ίϯςϯπ഑৴αʔϏε $%/ ΞʔΩςΫνϟͷৄࡉ

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21 Copyright © since 1998 DMM All Rights Reserved. γεςϜશମͷΞʔΩςΫνϟਤ ֓ཁ 4XBHHFS +40/ܗࣜͷઃఆϑΝΠϧɻ "1*(BUFXBZͷઃఆΛهड़͢Δɻ +BWB ؅ཧը໘ͷ-BNCEBͰͷ࣮૷͸ɺ+BWB .BWFO +BWBͷϥΠϒϥϦ؅ཧ ϓϩάϥϜ

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22 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ࠂ஌ϑΣʔζ ։ൃϑΣʔζ ԠืϑΣʔζ ౤ථϑΣʔζ ൃදϑΣʔζ

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23 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ࠂ஌ϑΣʔζ ։ൃϑΣʔζ ԠืϑΣʔζ ౤ථϑΣʔζ ൃදϑΣʔζ ࠓճ࿩͢ͱ͜Ζ

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24 Copyright © since 1998 DMM All Rights Reserved. w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक γεςϜߏ੒

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25 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ 8FCαΠτ಺Ͱೖྗ ϑΥʔϜ͔ΒԠื ϑϩϯτ ؅ཧը໘ ܝࡌ0, /(൑ఆ ܝࡌ0, ԠืϑΣʔζ Ԡื׬ྃ ϩάΠϯ 4MBDL௨஌

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26 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ 8FCαΠτ಺Ͱೖྗ ϑΥʔϜ͔ΒԠื ϑϩϯτ ؅ཧը໘ ܝࡌ0, /(൑ఆ ܝࡌ0, ԠืϑΣʔζ Ԡื׬ྃ ϩάΠϯ 4MBDL௨஌

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27 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ 8FCαΠτ಺Ͱೖྗ ϑΥʔϜ͔ΒԠื ϑϩϯτ ؅ཧը໘ ܝࡌ0, /(൑ఆ ܝࡌ0, ԠืϑΣʔζ Ԡื׬ྃ ϩάΠϯ Ԡื"1* ϩάΠϯ"1* ެ։"1* 4MBDL௨஌ ௨஌"1*

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28 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ֓ཁ Ԡื"1* ԠืϑΥʔϜʹೖྗ͞Εͨ΋ͷΛ%ZOBNP%#ʹอଘ͢Δ ը૾ϑΝΠϧ͸4ʹอଘ͢Δ ௨஌"1* %ZOBNP%#4USFBNTΛτϦΨʔʹ -BNCEB͔ΒԠื಺༰Λ4MBDLʹ௨஌͢Δ 8FCɿ֤"1*ͷ໾ׂ

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29 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ֓ཁ ϩάΠϯ"1* ؅ཧը໘ʹϩάΠϯ͢Δ"1* ެ։"1* Ԡืͨ͠࡞඼Λެ։͢Δ͔
 ֬ೝ͢Δ"1* ؅ཧը໘ɿ֤"1*ͷ໾ׂ

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30 Copyright © since 1998 DMM All Rights Reserved. w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक γεςϜߏ੒

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31 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ࡞඼ʹΞΫηεͯ͠ ౤ථϘλϯΛԡԼ 5XJUUFS·ͨ͸ 'BDFCPPLͷ ϩάΠϯϘλϯԡԼ ϑϩϯτ ֤4/4ೝূϖʔδ ౤ථ׬ྃϖʔδʹ ભҠ ౤ථϑΣʔζ 4/4ͱΞϓϦͷ ࿈ܞڐՄ

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32 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ࡞඼ʹΞΫηεͯ͠ ౤ථϘλϯΛԡԼ 5XJUUFS·ͨ͸ 'BDFCPPLͷ ϩάΠϯϘλϯԡԼ ϑϩϯτ ֤4/4ೝূϖʔδ ౤ථ׬ྃϖʔδʹ ભҠ ౤ථϑΣʔζ 4/4ͱΞϓϦͷ ࿈ܞڐՄ

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33 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ࡞඼ʹΞΫηεͯ͠ ౤ථϘλϯΛԡԼ 5XJUUFS·ͨ͸ 'BDFCPPLͷ ϩάΠϯϘλϯԡԼ ϑϩϯτ ֤4/4ೝূϖʔδ ౤ථ׬ྃϖʔδʹ ભҠ ౤ථϑΣʔζ 4/4ͱΞϓϦͷ ࿈ܞڐՄ ౤ථ"1* "VUI"1* ϩάΠϯ"1* w࡞඼Ϧετऔಘ"1* w࡞඼ৄࡉऔಘ"1*

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34 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ֓ཁ ࡞඼Ϧετऔಘ"1* ࡞඼ৄࡉऔಘ"1* %ZOBNP%#͔ΒԠื͞Εͨ࡞඼Λऔಘ͢Δ 8FCɿ֤"1*ͷ໾ׂ

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35 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ ֓ཁ ౤ථ"1* ֤࡞඼ʹ౤ථ͢Δ"1* ˞֤4/4ͱ࿈ܞࡁΈͷ৔߹ɺ"VUI"1*͸࣮ߦ͞Εͣ౤ථ͢Δ "VUI"1* ֤4/4ͷೝূը໘ʹϦμΠϨΫτͤ͞Δ"1* ϩάΠϯ"1* ֤4/4ೝূը໘ͷDBMMCBDLઌͱͯ͠ઃఆ͞ΕΔ"1* ˞֤4/4ͱ࿈ܞͱಉ࣌ͷ৔߹ɺ͜͜Ͱ౤ථ͢Δ 8FCɿ֤"1*ͷ໾ׂ

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36 Copyright © since 1998 DMM All Rights Reserved. w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक γεςϜߏ੒

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37 Copyright © since 1998 DMM All Rights Reserved. γεςϜߏ੒ w ίετͷߴ͍ॱ
 &$%ZOBNP%#&-#ͦͷଞ w "1*(BUFXBZ -BNCEB͸߹Θͤͯ΋݄࢖͍ͬͯͳ͍ w ؔ࿈͢Δඅ༻͸࠷ॳͷࢼࢉ͚ͩͰ͸ݟ͑ͳ͍ͷ͕ݱ࣮
 ӡ༻Λͯ͠ৗʹվળΛ܁Γฦ͢ͷ͕൪ྑ͍

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38 Copyright © since 1998 DMM All Rights Reserved. w γεςϜߏ੒ w γεςϜશମͷΞʔΩςΫνϟਤ w ԠืϑΣʔζ w ౤ථϑΣʔζ w ίετʢඅ༻ʣ w ߏஙӡ༻อक γεςϜߏ੒

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39 Copyright © since 1998 DMM All Rights Reserved. ͲΜͳߏ੒Ͱ࡞͍ͬͯΔʁ w ߏஙʹ͍ͭͯ w શࣗಈԽΛߦΘͣɺ൒ࣗಈԽΛߦͬͨ w "1*(BUFXBZɺ-BNCEBͷσϓϩΠ͸ࣗಈ w %ZOBNP%#ͷઃఆ͸"84ίϯιʔϧͰखಈ
 w ӡ༻อकʹ͍ͭͯ w 4BB4ͷ؂ࢹαʔϏεΛ࢖Θͣɺ$MPVE8BUDIͷΈͷ؂ࢹ
 ˠখن໛ͳαΠτͰ͋Γ؂ࢹ͸ॏཁͳՕॴͰ͸ͳ͍

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40 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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41 Copyright © since 1998 DMM All Rights Reserved. ྑ͔ͬͨ࿩ w Կͱ͔ܗʹͳͬͨ
 w αʔϏεఏڙͰ͖ͳ͘ͳΔ͙Β͍ͷόά͕ൃੜͤͣ
 ໰୊ͳ͘ӡ༻Ͱ͖ͨ
 w 4FSWFSMFTT"SDIJUFDUVSFͷ஌ݟ͸ಘΒΕͨ

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42 Copyright © since 1998 DMM All Rights Reserved. ۤ࿑ͨ͠࿩ w 4FSWFSMFTT"SDIJUFDUVSFͰߏஙͰ͖Δͷ͔ʁ
 ͱ͍͏ٙ໰ͱෆ͕҆ৗʹ͋ͬͨ
 ˠϓϩτλΠϓ։ൃ͔Βख୳Γঢ়ଶ͕ଓ͘
 w /PEFKTWT+BWBͲͪΒ͕ૣ͍͔໰୊
 ˠ࠷ॳɺ؅ཧը໘͔Β࡞͍͕ͬͯͨ
 ɹ͍Ζ͍Ζͱௐ΂ͨ݁Ռɺ8FC͸/PEFKTʹ
 ɹམͪண͍ͨ

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43 Copyright © since 1998 DMM All Rights Reserved. ۤ࿑ͨ͠࿩ w ࣮૷தͰ΋"1*(BUFXBZ -BNCEBͷ
 όʔδϣϯΞοϓ͕͋Γʮ͜ͷػೳ࢖͍͍͚ͨͲɾɾɾʯ
 ͱ͍͏͜ͱ͕Կճ͔͋ͬͨ
 ˠӡ༻్தͰ΋ಋೖͰ͖ΔΑ͏ʹ͢Δ
 w ߏ੒؅ཧͷϑϨʔϜϫʔΫʢ4FSWFSMFTT'SBNFXPSLͳͲʣ
 Λ࢖͑͹΋ͬͱޮ཰Α͘؅ཧͰ͖ͨ
 ˠ΋͏গ͠ϓϩτλΠϓ։ൃظ͕ؒ͋Ε͹࠾༻Ͱ͖ͨ

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44 Copyright © since 1998 DMM All Rights Reserved. "HFOEB ΞδΣϯμ w ࣗݾ঺հ w $."8"3%4ͷ঺հ w 4FSWFSMFTT"SDIJUFDUVSFΛબ୒ͨ͠ཧ༝ w γεςϜߏ੒ w ৼΓฦΓ w ·ͱΊ

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45 Copyright © since 1998 DMM All Rights Reserved. ·ͱΊ w ΩϟϯϖʔϯαΠτͳͷͰɺཁ݅ʹϚονͨ͠ΞʔΩςΫνϟͰ
 ͋ΓεϞʔϧελʔτͱͯ͠ྑ͍γεςϜͩͬͨ
 w ʮ&$Λ࢖ͬͯͷ8FCαʔϏεஔ͖׵͑ʹͳΔʯͱ͸ݴ͍ʹ͍͘ w ཁ݅ʹ߹ΘͤͯΞʔΩςΫνϟΛબ୒Ͱ͖Δ෯͕૿͑ͨͱ͍͏͜ͱ
 w 4FSWFSMFTTͰ΍ΕΔ͜ͱ͕૿͖͍͑ͯͯΔͱײ͍ͯ͡ΔͷͰ
 ࢖͑Δͱ͜Ζ͕͋Ε͹࢖ͬͯΈΑ͏ͱ͍͏ؾ͕࣋ͪྑ͍

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͝੩ௌɺ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ ୈ̎ճ$.Ξϫʔυͷ
 Ԡืɺ଴ͬͯ·͢ɻ