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ૉૣ͓͘΍ͭ ؒ৯ ͷ ৽ϒϥϯυΛ্ཱͪ͛ΔͨΊͷ גࣜձࣾεφοΫϛʔ $P'PVOEFS$50 ࡾ޷൏ਓ -BNCEB׆༻๏

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ࣗݾ঺հ w גࣜձࣾεφοΫϛʔ w ࡾ޷൏ਓDPGPVOEFS$50 w ݐஙग़਎ΤϯδχΞ w τϥΠΞεϩϯϚϥιϯᅂΉ w "84ྺ೥ !NJZPTIJIBZBUP

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εφοΫϛʔ TOBRNF ͱ͸ ඒຯ͍͠ˍ݈߁తͳʮ͓΍ͭͷαϒεΫϦϓγϣϯ#09ʯ  ԁ ੫ࠐ  छҎ্͔Βछͷ͓΍ͭΛҰਓͻͱΓʹηϨΫτ͓ͯ͠ಧ͚

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৽͍͓͠΍ͭମݧΛ૑଄͠ɺ͓΍ͭͷ࣌ؒΛՁ஋ͷ͋Δ΋ͷʹ͢Δɻ ӫཆՁ͕ߴ͘ɺͦΕͰ͍ͯඒຯ͠͞ʹଥڠ͠ͳ͍εφοΫʹΑͬͯɺ͓΍ͭͦͷ΋ͷ࣭Λ্͛Δɻ ·ͨɺϞϊ͚ͩͰ͸ͳ͘ɺ৽͍͓͠΍ͭମݧΛσβΠϯ͠ɺ͓΍ͭͷ࣌ؒͷՁ஋Λ޲্ͤ͞Δɻ ͦΕʹΑͬͯɺ͓΍ͭͷ͕࣌ؒ࠼ΓͱͳΓɺ๛͔ͳੜ׆Λ࣮ݱ͢Δɻ εφοΫϛʔ TOBRNF ͱ͸ 3&"-'00% ࣗવૉࡐ

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υϥΠϑϧʔπɾφοπ τϨΠϧϛοΫε ম͖՛ࢠ νϣί νοϓε ถ՛ ͦͷଞ ϑϧʔπ՛ࢠ قઅʹ߹Θͤͨ঎඼4,6Ҏ্Λৗ࣌ࡏݿɻຖ݄ʙΛೖΕସ͑ɻ εφοΫϛʔ TOBRNF ͱ͸

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Ϣʔβʔ͔ΒΫΠζɺϦΫΤετɺධՁͳͲͷσʔλΛऔಘ͠ ͓ಧ͚͢Δ঎඼ΛύʔιφϥΠζ͢Δͷ͕ಛ௕ ޷͖ݏ͍ ϦΫΤετ ϨϏϡʔ εφοΫϛʔ TOBRNF ͱ͸

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εφοΫϛʔ TOBRNF ͱ͸ ੡଄ࢦࣔॻ ࡞੒ ੡଄ ࡏݿొ࿥ ΞαΠϯ ϐοΩϯά ൃૹ * ΞαΠϯ : ͓٬༷΁ಧ͚ΔεφοΫΛબͿ͜ͱ ੡଄͔Βൃૹ४උ·ͰҰ؏

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෼ੳ TOBDLCPY ͓΍ͭͷධՁ/ ϦΫΤετ ৽঎඼։ൃ ͓΍ͭͷA/Bςετ ͓ಧ͚͢Δ͓΍ͭΛܾఆ εφοΫϛʔ TOBRNF ͱ͸

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ࡢ೥ͷՆ͔Βෳ਺ͷϒϥϯυ্ཱ͕͕ͪΔ

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d w $-&"3
 <੅Μͩɺ७ਮͳɺ͖Ε͍ͳ> w ২෺ੑͷϓϩςΠϯόʔ w ݪࡐྉ͸छྨҎԼ w ϓϩςΠϯͷྔdH w Ձ֨=  ੫ࠐ d w ఆظཌӦۀ೔഑ૹ w IUUQTDMSCBSDPN

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d w छҎ্ͷϛοΫεεφοΫ
 φοπ΍υϥΠϑϧʔπͳͲ  w ඒຯ͘͠ӫཆՁߴ͍ w Ձ֨  ੫ࠐ  w ͓·͔ͤఆظศ w IUUQTTOBRMKQ

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d w ݪࡐྉ͸ɺ೑ɺԘɺމᑦͷΈ w ߴλϯύΫͰϛωϥϧ΋๛෋ w άϥεϑΣουϏʔϑH
 ٶ࡚ݝ࢈ͷܲͷϜω೑H w Ձ֨=  ੫ࠐ  w ཌӦۀ೔഑ૹ w IUUQTFBUKRDPN

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εφοΫϛʔ։͔࢝Β೥൒ޙͭ໨ͷ৽ϒϥϯυ ൒೥Ͱͭͷϒϥϯυ஀ੜ d d d d

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ຊ೔ͷ಺༰

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 -BNCEBͱ͸  εφοΫϛʔͱ-BNCEB w -BNCEB׆༻ࣄྫ w -BNCEBͱ3%#.4 w -BNCEBº4UFQ'VODUJPOT w -BNCEBͱ-BZFST  ࠓޙߟ͍͑ͯΔ͜ͱ ຊ೔ͷ಺༰

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 αʔόʔ؅ཧෆཁ  ܧଓతεέʔϦϯά  "84αʔϏεͱ࿈ܞՄೳ  ϛϦඵ୯Ґͷ՝ۚ  ͋ΒΏΔݴޠʹରԠ
 +BWBɺ(Pɺ1PXFS4IFMMɺ/PEFKTɺ$ɺ1ZUIPOɺ3VCZFUD -BNCEBͱ͸

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 όοΫΤϯυ w ϞόΠϧόοΫΤϯυ w ΢ΣϒΞϓϦέʔγϣϯ  σʔλॲཧ w ը૾σʔλલॲཧ w ϦΞϧλΠϜετϦʔϜॲཧ w நग़ɺม׵ɺϩʔυ  *P5ؔ࿈ -BNCEBͷϢʔεέʔε

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εφοΫϛʔͱ-BNCEB  όοΫΤϯυ w ϞόΠϧόοΫΤϯυ w ΢ΣϒΞϓϦέʔγϣϯ  σʔλॲཧ w ը૾σʔλલॲཧ w ϦΞϧλΠϜετϦʔϜॲཧ w நग़ɺม׵ɺϩʔυ  *P5ؔ࿈

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εφοΫϛʔͱ-BNCEB  όοΫΤϯυ w ϞόΠϧόοΫΤϯυ w ΢ΣϒΞϓϦέʔγϣϯ  σʔλॲཧ w ը૾σʔλલॲཧ w ϦΞϧλΠϜετϦʔϜॲཧ w நग़ɺม׵ɺϩʔυ  *P5ؔ࿈  όοΫΤϯυ w ΞαΠϯ w -*/&164)  σʔλॲཧ w EBJMZͷ,1*ͳͲ w ը૾࡞੒Ի੠࡞੒ 1PMMZ  w ϩά෼ੳ  ࠓޙಋೖ͍͖͍ͯͨ͠

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༷ʑͳγνϡΤʔγϣϯͰར༻

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"1*(BUFXBZ-BNCEB%ZOBNP%#ͷ͓࿩͸ࠓճ͸͠·ͤΜ ͨ͘͞Μ·ͱΊ͍ͯͩͬͯ͘͞Δํ͕ଟ͍ͨΊ ผ֯౓͔Β͓࿩͠·͢

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ྫ͑͹ΞαΠϯͷߏ੒͸

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AWS Cloud ΞαΠϯͷߏ੒ਤ

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ΞαΠϯͷߏ੒ਤ AWS Cloud ؅ཧऀ͕঎඼͕ଗͬͨλΠϛϯάPS $MPVE8BUDI&WFOUTͰ-BNCEBΛୟ͘ -BNCEB͔Β"84#BUDIKPCͷΛܾΊΔ ΞαΠϯ׬ྃޙ4ʹσʔλอ࣋

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AWS Cloud ΞαΠϯͷߏ੒ਤ -BNCEBͰ͸ରԠͰ͖ͳ͍࣮ߦ͕࣌ؒ͋Δ৔߹͸ "84#BUDIΛར༻ खಈ ൒ࣗಈ 
 $MPVE8BUDI&WFOUT ׬શࣗಈԽ ͷछྨ

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-*/&164)ߏ੒ਤ Ϣʔβʔ͞Μͷͱ΍ΓͱΓ͸جຊ-*/&Λ࢖༻

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AWS Cloud -*/&164)ߏ੒ਤ AWS Step Functions workflow ௨஌ 2VFSZ 164)

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-*/&164)ߏ੒ਤ AWS Cloud AWS Step Functions workflow ௨஌ 2VFSZ 164) ؅ཧऀ͕จݴ͕ଗͬͨλΠϛϯάPS $MPVE8BUDI&WFOUTͰ-BNCEBΛୟ͘ 4UFQ'VODUJPOTͰ௨஌༻2VFSZ༻ͳͲ ؔ਺Λ෼͚ͯॲཧΛ͢Δ

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AWS Cloud AWS Step Functions workflow ௨஌ 2VFSZ 164) -*/&164)ߏ੒ਤ -BNCEBΛ༻్͝ͱʹ෼͚4UFQ'VODUJPOͰ؅ཧ -BNCEBΛ-BZFSTͰ؅ཧ

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ͭͷࣄྫ͔Βࢲͨͪ͸ 3%#.4 4UFQ'VODUJPOT -BZFST ͷߟ͑ํΛ͝ఏࣔ

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-BNCEBͱ3%#.4͸૬ੑ͕ѱ͍ Α͘ݴΘΕ͍ͯΔ

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͔͠͠

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৚݅࣍ୈͰར༻ͨ͠ํ͕ศར

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ҎԼͷ৚݅Ͱ͸΋͸΍-BNCEB࢖͓͏  ೔ճ΄Ͳ͔͠ىಈ͞Εͳ͍ w ঎඼ΞαΠϯ ৚͕݅؇͍৔߹$-3#"3ͳͲ  w -*/&1VTI ର৅ΛߜΔ֬౓ͷߴ͍Ϣʔβʔʹઃఆ  w ͦͷ೔ʹ஀ੜ೔΁ͷ࿈བྷ ͷϢʔβʔ਺   4&-&$5POMZͷ৔߹ ͜͜΋EBJMZͰ਺ճϨϕϧɺSFQMJDBͰରԠ  w σʔλऔಘ ຖ೔ͷܾࡁϢʔβʔҰཡΛ௨஌ͳͲ  w ̋̋ͳ˛˛Ͱ˘˘ͳϢʔβʔ  ϦΞϧλΠϜ͡Όͳͯ͘ྑ͍ ͳͲ͸CBUDIαʔόʔͳͲཱͯΔΑΓ҆Ձɾ༰қ

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͋ͬʂ"VSPSB4FSWFSMFTT%BUB"1*Λ࢖༻ͰղܾͰ͖Δ ͔΋ ݱࡏ#FUB൛Ͱ͋ΓόʔδχΞ๺෦ͳͷͰ౦ژϦʔδϣϯ͸࢖͑ͣͳͷͰࡉ͔͍෦෼஫ҙ͢Ε͹ղܾ

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-BNCEBͱ4UFQ'VODUJPOTͰྟػԠม

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ͳͥ-BNCEBͱ4UFQ'VODUJPOT͸ສೳ͔  4UFQ'VODUJPOT͕༷ʑͳBXTαʔϏεͱ౷߹ w 'BSHBUFɺ%ZOBNP%#ɺ#BUDIɺ4BHF.BLFSͳͲ w όονॲཧδϣϒͷىಈɺػցֶशϫʔΫϑϩʔͷΦʔέετϨʔτ ͕ඞཁͳΞϓϦέʔγϣϯͷϫʔΫϑϩʔΛਝ଎ʹࣗಈԽ  ϫʔΫϑϩʔ͕αʔόʔϨε w ϓϩϏδϣχϯά؅ཧ͢ΔΠϯϑϥετϥΫνϟͳ͠  هड़͓ΑͼϝϯςφϯεͷίʔυྔΛ࡟ݮ w ΤϥʔॲཧػೳɺύϥϝʔλҾ͖౉͠ػೳɺ w ਪ঑ηΩϡϦςΟઃఆɺঢ়ଶ؅ཧػೳ

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ଟϒϥϯυ͢΂ͯجຊߏ੒͸ҰॹͳͷͰ ͭͷύϥϝʔλͰ࢖͍෼͚͕Մೳ

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-BNCEBͱ-BZFSͲ͏޲͖߹͏͔

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 "-#Ͱ-BNCEBΛબ୒Մೳ  ͭͷ*%&ʹ-BNCEBͷ։ൃαϙʔτ  -BNCEB-BZFST  3VCZΛαϙʔτ  $VTUPN3VOUJNFT  ࠷େ࣮ߦ࣌ؒ෼ˠ෼ ࡢ೥ळ͝Ζ͔Βࠓʹ͔͚ͯߋ৽͞Εͨ-BNCEB

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 "-#Ͱ-BNCEBΛબ୒Մೳ  ͭͷ*%&ʹ-BNCEBͷ։ൃαϙʔτ -BNCEB-BZFST  3VCZΛαϙʔτ  $VTUPN3VOUJNFT  ࠷େ࣮ߦ࣌ؒ෼ˠ෼ Ұ൪ςϯγϣϯ্͕͕߲ͬͨ໨

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͜ΕΛݱ஍Ͱฉ͍ͨͱ͖͸ςϯγϣϯ্͕Γ·ͨ͠

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 ύοέʔδΛڞ௨ԽͰ͖Δ  ΧελϜؔ਺Λ·ͱΊΒΕΔ  ։ൃεϐʔυ্͕͕Δ ͳͥςϯγϣϯ্͕͔ͬͨ

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 ϨΠϠʔ͸όʔδϣϯ؅ཧ  جຊ[JQͰΞοϓϩʔυ  ίϯιʔϧͰ͸ιʔείʔυΛ֬ೝͰ͖ͳ͍ %-ͯ͠Θ͔Δ   -BNCEB͸ϨΠϠʔΛͭ·Ͱ͔͠ొ࿥Ͱ͖ͳ͍ ࡉ͔͘ઃఆͰ͖ͳ͍ ͔͠͠ࠔͬͨ͜ͱ͕ɻɻ

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-BNCEBͱ-BZFSΛͲ͏΍ͬͯ 7$4ؚΊͨ$*$%ͤ͞Δͷ͔

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ͦΜͳͱ͖ҎԼͷهࣄΛൃݟ IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST

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 4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ&YQPSUͨ͠"3/Λ'O*NQPSU7BMVF Ͱࢀর͢Δ  4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ-BNCEB'VODUJPO͕ར༻͢Δ -BZFSTͷ"3/͸खͰࢦఆ͢Δ  4".ςϯϓϨʔτΛͭʹ෼ׂ͠ɺ-BNCEB'VODUJPO͕ར༻͢Δ -BZFSTͷ"3/͸εΫϦϓτͰಈతʹࢦఆ͢Δ  ͭͷ4".ςϯϓϨʔτ಺Ͱ-BNCEB-BZFSTΛ࡞੒͠ɺ-BNCEB 'VODUJPO͔Β͸3FGͰ"3/Λࢀর͢Δ ҎԼ͕·ͱΊΒΕ·ͨ͠ <ࢀߟ> ຊ౰ʹ-BNCEB-BZFSTͰ޾ͤʹͳΕΔͷ͔ʁچࣜͷσϓϩΠํ͔ࣜΒ-BNCEB-BZFSTΛ׆༻ͨ͠σϓϩΠํࣜ΁ͷҠߦΛݕ౼͢Δ IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST

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 ผͷελοΫ͔Βࢀর͞Ε͍ͯΔͱ͍͏Τϥʔ͕ग़ͯ-BNCEB-BZFST ͷελοΫ͕ߋ৽Ͱ͖ͳ͍ͷͰ/(  खಈ͕ൃੜ͢ΔͷͰ/(  ϩʔϧόοΫʹରԠͣ͠Β͍ όʔδϣϯҧ͍ͳͲ   3FGΛ࢖ͬͯ-BNCE-BZFSTͱ-BNCEB'VODUJPOΛ࿈ܞͤ͞Δͷ͕ྑ ͦ͞͏0, ҎԼ͕·ͱΊΒΕ·ͨ͠`TBOTXFS <ࢀߟ> ຊ౰ʹ-BNCEB-BZFSTͰ޾ͤʹͳΕΔͷ͔ʁچࣜͷσϓϩΠํ͔ࣜΒ-BNCEB-BZFSTΛ׆༻ͨ͠σϓϩΠํࣜ΁ͷҠߦΛݕ౼͢Δ IUUQTEFWDMBTTNFUIPEKQTFSWFSTJEFTFSWFSMFTTNJHSBUFUPMBNCEBMBZFST

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େมࢀߟʹͳΓײँͰ͍ͬͺ͍Ͱͨ͠

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͔͠͠MBZFSͱؔ࿈͢Δ-BNCEB͕ଟ͘ͳΔͱ TBNͷϑΝΠϧ͕๲େʹͳΓͦ͏ɻɻɻ

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ͱ͍͏͜ͱͰɺࣗલͷγΣϧΛ࡞੒͢Δ͜ͱʹ

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γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ  ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞

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-BNCEBͱMBZFSΛ෼͚ͯ؅ཧ -BNCEBͰMBZFSͷ"3/Λࢦఆ

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γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ  ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞

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্هͷΑ͏ʹ"3/ͱ࡞੒೔ɺઆ໌ͷ֬ೝ͕Մೳʹ όʔδϣϯҰཡͷྫ

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 ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞ γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ ؔ਺͝ͱʹ-BZFS"3/Λઃఆ

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 ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞ γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ ؔ਺͝ͱʹ-BZFS"3/Λઃఆ ίϚϯυҰͭͰՄೳʹ

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 ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞ γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ ؔ਺͝ͱʹ-BZFS"3/Λઃఆ ίϚϯυҰͭͰՄೳʹ ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ

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 ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞ γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ ؔ਺͝ͱʹ-BZFS"3/Λઃఆ ίϚϯυҰͭͰՄೳʹ QVTIલʹσϓϩΠνΣοΫඞਢͱ͠࠷৽MBZFSόʔδϣϯΛࣗಈݕग़ ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ

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 ϑΝΠϧ͕େ͖͘ͳΓ͗͢ͳ͍  ࠷৽όʔδϣϯͷ-BZFSҰཡΛ֬ೝͰ͖Δ 3VOUJNF͝ͱ֬ೝ   ಛఆͷόʔδϣϯҰཡΛ֬ೝͰ͖Δ PME͔Β࠷৽൛   QVTIલʹ࠷৽MBZFSόʔδϣϯΛΘ͔ΔΑ͏ʹ͍ͨ͠  -BNCEB͝ͱMBZFSͷόʔδϣϯ͕ҟͳͬͯ΋͍͍ όʔδϣϯରԠ   มߋ͕͋ͬͨͱ͖ͷΈ$*$%͍ͤͨ͞ γΣϧͰ࠷௿ݶ΍Γ͍ͨ͜ͱ ؔ਺͝ͱʹ-BZFS"3/Λઃఆ ίϚϯυҰͭͰՄೳʹ ίϚϯυҰͭͰՄೳʹ࠷௿ݶͷ߲໨දࣔ QVTIલʹσϓϩΠνΣοΫඞਢͱ͠࠷৽MBZFSόʔδϣϯΛࣗಈݕग़ σϓϩΠνΣοΫͷࡍɺσϓϩΠ࣮ߦϑΝΠϧ͕ੜ੒ NBTUFSʹϚʔδޙDPEFQJQFMJOF͕࣮ߦ͞ΕσϓϩΠ͞ΕΔ࢓૊Έ
 CVJMEͷΩϟογϡΛ༻͍Δ͜ͱͰ-BZFSͷόʔδϣϯߋ৽Λ๷͙

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 4UFQ'VODUJPOͱ-BNCEBͰ͋ΒΏΔۀ຿Λ؆ܿࣗಈԽ  -BZFSͷϕετϓϥΫςΟεͷߏங  ࣗલͷγΣϧͷ044Խ ༷ʑͳ3VOUJNFରԠͳͲ  ͳͲ ࠓޙ͍ͨ͜͠ͱ

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 όοΫΤϯυ  43&  $3&  ϑϩϯτ  σʔλαΠΤϯςΟετ ͳͲͳͲ গ͠Ͱ΋ڵຯ͋Δํ͸ΑΖ͓͘͠ئ͍͠·͢ʂ ஥ؒେืूதͰ͢ʂ

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͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠