delyにおける安定性とアジリティ両立に向けたアプローチ / SRE NEXT 2020

by gomesuit

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43&/&95 TSFOFYU TSFOFYU$ Ҫ্ਸ࢚!HPNFTVJU

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ࣗݾ঺հ w ܦྺ w ৽ଔͰ4*FSʹೖࣾ w 8ܥاۀͰج൫։ൃ w 8ܥϕϯνϟʔͰΠϯϑϥΤϯδχΞ w EFMZגࣜձࣾ w 43&ͱͯ͠ೖࣾ w ։ൃ෦νʔϜ.(3 w ։ൃ෦(. Ҫ্ਸ࢚ !HPNFTVJU

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ΫϥγϧΛӡӦ͢ΔEFMZͰ͸ ৯ͱ฻Β͠ʹؔΘΔ՝୊Λղܾ͍ͯ͠·͢

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৯ͱ฻Β͠ʹؔΘΔ՝୊ͱ͸

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ࠓ೔࿩͢͜ͱ w43&ͷଘࡏҙٛͷ੔ཧ wϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʹ͢΂͖͜ͱ wEFMZʹ͓͚Δ۩ମతͳΞϓϩʔν

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43&͸৴པੑΛߴΊΔͨΊʹଘࡏ͍ͯ͠Δ

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൒෼:FT͚ͩͲ൒෼/P

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ͳͥ൒෼/Pͳͷ͔

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43&͕ొ৔ͨ͠എܠ

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چདྷͷαʔϏεӡ༻ w"84΍($1ͳͲͷ*BB4΍1BB4͕ଘࡏ͠ͳ͍࣌୅ʹ͓͍ͯɺγεςϜ؅ཧऀʹ ͓͚Δۀ຿ͷ΄ͱΜͲ͕طଘιϑτ΢ΣΞͷ׆༻ͩͬͨ wαʔϏεͷӡ༻ۀ຿ͱιϑτ΢ΣΞͷ։ൃۀ຿͸ผͷεΩϧηοτ͕ඞཁͩͬͨ wαʔϏεͷ੒௕ʹ൐ͬͯӡ༻ۀ຿ͷ࡞ۀ͕૿͑ΔͨΊɺӡ༻ͷνʔϜԽ͕ඞཁʹ ͳΓɺਓһௐୡͷ؍఺͔Β΋΄ͱΜͲͷاۀͰ։ൃͱӡ༻ͷ૊৫͕෼཭͞Εͨ

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։ൃʗӡ༻ͷ૊৫෼཭

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։ൃʗӡ༻ͷ૊৫෼཭ʹ͸ ਓһௐୡͷ໘ͰϝϦοτ͕͋Δ͕ɺ ͦͷଞͷ໘Ͱେ͖ͳσϝϦοτ͕͋Δ

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௚઀తίετͱؒ઀తίετ

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௚઀తͳίετ wӡ༻૊৫ʹιϑτ΢ΣΞΤϯδχΞϦϯάͷεΩϧ͕ͳ͍͜ͱ͕ଟ͘ɺӡ༻ۀ຿ ͷ΄ͱΜͲ͕ख࡞ۀʹͳΔͨΊɺαʔϏε੒௕ʹ൐ͬͯνʔϜ΋େ͖͍͔ͯ͘͠ ͟ΔΛ͑ͳ͍

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ؒ઀తͳίετ w໨ඪͷҧ͍ʹΑΔ։ൃʗӡ༻ͷରཱߏ଄ w։ൃʹ৽͍͠ػೳΛૣ͘ϦϦʔε͍ͨ͠ wӡ༻ʹαʔϏεʹ໰୊͕ى͖ͳ͍Α͏ʹ͍ͨ͠

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։ൃʗӡ༻ͷରཱߏ଄͕ੜΉ໰୊ w։ൃ଎౓ͱ҆ఆੑͷόϥϯεΛऔΔ͜ͱ͕೉͘͠ͳΓɺ݁ՌతʹػೳΛϦϦʔε ͢Δ଎౓͕མͪΔ

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૊৫෼཭ͷσϝϦοτʹରͯ͠ (PPHMF͕ͱͬͨΞϓϩʔν ʹ43&

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௚઀తͳίετ ؒ઀తͳίετ wӡ༻࡞ۀͷࣗಈԽ wτΠϧͷఆ͚ٛͮͱ࡟ݮ wϧʔϧ wϙετϞʔςϜ w4-0 wΤϥʔόδΣοτ wϓϩμΫγϣϯϛʔςΟϯά w։ൃʗ43&νʔϜؒͷҟಈ 43&ʹΑΔΞϓϩʔν

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૊৫ؒͷରཱߏ଄ ։ൃ଎౓ͱ҆ఆੑͷόϥϯεͷ่Ε ػೳͷϦϦʔε଎౓ ҆ఆੑ ໨ඪͷҧ͍ ϓϩμΫτ։ൃ଎౓ͷ௿Լ

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ʮ։ൃʗӡ༻ʯ͕ʮ։ൃʗ43&ʯʹͳ͔ͬͨ Βͱ͍ͬͯରཱߏ଄͕ղফ͢ΔΘ͚Ͱ͸ͳ͍

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Ͳ͏΍ͬͯରཱߏ଄Λղফ͢Δͷ͔

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։ൃ଎౓ʗ҆ఆੑͷόϥϯε ͷίϯτϩʔϧ

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։ൃ଎౓ʗ҆ఆੑͷόϥϯεͷ۩ମྫ wιϑτ΢ΣΞͷো֐ΛͲ͜·Ͱڐ༰͢Δ͔ wςετΛͲ͜·Ͱॻ͔͘ wϦϦʔεͷස౓͸Ͳ͏͢Δ͔

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։ൃ଎౓ʗ҆ఆੑͷόϥϯε͸୭͕औΔͷ͔ wϓϩμΫτϚωʔδϟʁ w։ൃνʔϜͷϦʔμʔʁ w43&νʔϜͷϦʔμʔʁ

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٬؍తͳσʔλ͕ͳ͍ݶΓʮަবྗͷ͋Δਓʯ΍ ʮཱ৔ͷ͋ΔਓʯͷҰ੠Ͱ࠷ޙ͸ܾ·ͬͯ͠·͏

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ʮ୭͔ͷײ֮ʯ͕όϥϯεΛऔ͍ͬͯ ΔݶΓରཱߏ଄͸ղফ͠ͳ͍

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։ൃ଎౓ʗ҆ఆੑͷόϥϯεΛ ίϯτϩʔϧ͢ΔͨΊͷ 43&ͷΞϓϩʔνʹΤϥʔόδΣοτ

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ΤϥʔόδΣοτͷ࢓૊Έ wαʔϏεʹ͍ͭͯҰఆظؒ಺ʹڐ༰Ͱ͖Δো֐ͷϨϕϧΛܾΊΔ w஋͸4-0ʹج͍ͮͯࢉग़͢Δʢ͋ΔαʔϏεͷ4-0͕ͳΒʣ wΤϥʔόδΣοτ͕·ͩ࢒͍ͬͯΔঢ়ଶͰ͋Ε͹ɺ։ൃνʔϜ͸৽͍͠ػೳΛϦ ϦʔεͰ͖Δ wΤϥʔόδΣοτ͕ͳ͘ͳͬͨΒɺ༨༟͕Ͱ͖Δ͔Ϧηοτ͞ΕΔ·ͰϦϦʔε ͸Ͱ͖ͳ͘ͳΔ

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٬؍తϝτϦΫεʹΑͬͯ։ൃ଎౓ʗ҆ఆੑͷό ϥϯεΛऔΓɺػೳͷϦϦʔε଎౓Λ࠷େԽ͢Δ ɹlΤϥʔόδΣοτͷར༻͸ɺ։ൃͱ43&ͱͷؒͷಈػ෇͚ͷߏ଄తͳڝ߹Λղܾ͠·͢ɻ43&ͷ໨ඪ ͸ɺ΋͸΍ʮαʔϏεো֐Λθϩʹ͢Δ͜ͱʯͰ͸ͳ͘ͳΓ·͢ɻ43&ͱϓϩμΫτ։ൃऀ͸ɺػೳͷ ϦϦʔε଎౓Λ࠷େԽ͢ΔͨΊʹΤϥʔόδΣοτΛ࢖͏͜ͱΛ໨ඪʹ͠·͢ɻz 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά αʔϏεͷ4-0ΛԼճΔ͜ͱͳ͘ɺมߋͷ଎౓ͷ࠷େԽΛ௥ٻ͢Δ

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૊৫ؒͷରཱߏ଄ ։ൃ଎౓ͱ҆ఆੑͷόϥϯεͷ่Ε ػೳͷϦϦʔε଎౓ ҆ఆੑ ໨ඪͷҧ͍ ϓϩμΫτ։ൃ଎౓ͷ௿Լ

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ΤϥʔόδΣοτʹΑΔ໨ඪͷ౷Ұ ։ൃ଎౓ͱ҆ఆੑͷίϯτϩʔϧ ػೳͷϦϦʔε଎౓ ҆ఆੑ ϓϩμΫτ։ൃ଎౓ͷ࠷େԽ

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࿩ΛҰ୴໭͠·͢

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43&͸৴པੑΛߴΊΔͨΊʹଘࡏ͍ͯ͠Δ ൒෼:FT͚ͩͲ൒෼/P

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ͳͥ൒෼/Pͳͷ͔

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43&͸ϓϩμΫτ։ൃͷ଎౓Λ ҆શʹߴΊΔͨΊʹଘࡏ͍ͯ͠Δ ʮ৴པੑΛߴΊΔ͜ͱʯ΋·ͨखஈͷ̍ͭʹ౰ͨΔ

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ΤϥʔόδΣοτʹ࿩Λ໭͠·͢

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ΤϥʔόδΣοτಋೖͷ೉қ౓͸ߴ͍ wʮ࢒Γͷظؒ͸ϦϦʔεΛࢭΊΔʯ wӡ༻͍ͯ͠ΔαʔϏεͷϏδωεϞσϧʹΑͬͯ͸͔ͳΓݫ͍͠ ɹlαʔϏε؅ཧʹର͢Δ43&νʔϜͷͱ΋͢Ε͹఻౷తͰͳ͍Ξϓϩʔνʹ͸ɺϚωʔδϝϯτ૚͔Β ͷڧྗͳαϙʔτ͕ඞཁʹͳΓ·͢ɻྫ͑͹ɺΤϥʔόδΣοτͷফඅঢ়گΑ࢛ͬͯ൒ظͷ࢒Γͷظؒ ͸ϦϦʔεΛࢭΊΔͱ͍͏൑அ͸ɺ؅ཧ૚͕ཁٻ͠ͳ͍ݶΓϓϩμΫτ։ൃνʔϜʹ͸ड͚ೖΕΒΕͳ ͍Ͱ͠ΐ͏ɻz 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά αʔϏε؅ཧ΁ͷ(PPHMFͷΞϓϩʔναΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά

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ΤϥʔόδΣοτͷಋೖҎ֎ʹ ʮϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔʯ ͨΊͷखஈ͸ͳ͍ͷ͔

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ͦ΋ͦ΋Ͳ͏͍ͬͨͱ͖ʹ ։ൃ଎౓͕མͪɺ ҆ఆੑ͕Լ͕Δͷ͔

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૝ఆ֎ͷෳࡶ͞

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૝ఆ֎ͷෳࡶ͞ͷ۩ମྫ w੹೚ൣғ͕෼཭͞Ε͍ͯͳ͍Ϋϥε΍"1* wϝϯςφϯεͷࢭ·ͬͨϥΠϒϥϦͷར༻ wख࡞ۀʢίϚϯυʣͰߏங͞Εͨαʔό wෳ਺ͷมߋ͕·ͱ·ͬͨϦϦʔε

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։ൃ଎౓΋҆ఆੑ΋ ʮ૝ఆ֎ͷෳࡶ͞ʯʹӨڹΛड͚Δ

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૝ఆ֎ͷෳࡶ͞ΛऔΓআ͚͹ wো֐ൃੜ࣌ʹ෮چͤ͞΍͘͢ͳΔ w໰୊ͷൃݟɾमਖ਼·Ͱͷ͕࣌ؒ୹͘ͳΔ wΞϓϦέʔγϣϯ΋Πϯϑϥ΋มߋ͠΍͘͢ͳΔ w৽͍͠ϝϯόʔ͕ϫʔΫ͢Δ·Ͱͷ͕࣌ؒ୹͘ͳΔ

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૝ఆ֎ͷෳࡶ͞Λ࠷খݶʹ͢ΔͨΊʹ43&͸ԿΛ͢΂͖͔ ɹl૝ఆ֎ͷෳࡶ͞Λ࠷খݶʹ͢ΔͨΊʹɺ43&νʔϜ͕࣮ࢪ͢΂͖͜ͱΛҎԼʹࣔ͠·͢ɻ ɹɹɾड͚͍࣋ͬͯΔγεςϜʹ૝ఆ֎ͷෳࡶ͕͞ੜ͍ͯͨ͡Βࠩ͠໭͢ɻ ɹɹɾؔΘ͍ͬͯΔγεςϜ΍ɺӡ༻Λड͚࣋ͭ͜ͱʹͳΔγεςϜ͔Βෳࡶ͞ΛऔΓআ͘౒ྗΛܧଓ తʹߦ͏ɻz 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά ୀ۶ͷඒಙ

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૝ఆ֎ͷෳࡶ͞ΛݮΒ͠ɺ୯७͞Λ௥ٻ͢Δ͜ ͱ͕։ൃ଎౓ͱ҆ఆੑͷ྆ํͷ޲্ʹͭͳ͕Δ

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͜͜·Ͱ͕ཧ࿦ͷ࿩Ͱ͢

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͔͜͜ΒEFMZͰͷ࣮ફͷ࿩Ͱ͢

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αʔϏεن໛ͷਪҠ

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EFMZ։ൃϝϯόʔ਺ͷਪҠ ೥ ೥ ೥ ೥ ೥ ΫϥγϧϦϦʔε

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αʔόαΠυΤϯδχΞͷਓ਺ͷਪҠ ೥ ೥ ೥ ೥ ೥ ΫϥγϧϦϦʔε ݱ71P1Ԟݪೖࣾ $50େ஛̍ਓ։ൃ

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43&ͷਓ਺ͷਪҠ ೥ ೥ ೥ ೥ ೥ ΫϥγϧϦϦʔε ࣗ෼ͷೖࣾ

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IUUQTOPUFDPNPUBLF@NBTBUPOOEDGGGC

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IUUQTXXXGBTUHSPXKQBSUJDMFTEFMZPLVIBSB 'BTU(SPXࣗΒͷl$"/zʹऩ·Βͣɺ૝૾Λ௒͑ΔࢪࡦΛఏҊͤΑɻEFMZԞݪ୓໵ʹฉ͘ɺ1E.ͷཁఘ

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ए͍ϝϯόʔ͕ੌ͍੎͍Ͱ࡞͖ͬͯͨ

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IUUQTOPUFDPNPUBLF@NBTBUPOOEDGGGC

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๊͍͑ͯͨʢΔʣ՝୊ wϦϑΝΫλϦϯάͷ͕࣌ؒऔΕͳ ͍໰୊ w࢑ఆରԠʹΑΔෳࡶͳίʔυ wଐਓతͳӡ༻ wυΩϡϝϯτͷෆ଍ wςετίʔυͷෆ଍ wෆ׬શͳݕূ؀ڥ wίʔυԽ͞Ε͍ͯͳ͍Πϯϑϥ w؅ཧػೳͷύϑΥʔϚϯε໰୊ w࢖ΘΕ͍ͯΔ͔෼͔Βͳ͍؅ཧػೳ wݴޠɺϑϨʔϜϫʔΫɺϥΠϒϥϦ ΞοϓάϨʔυ໰୊ wϛυϧ΢ΣΞόʔδϣϯΞοϓ໰୊

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ࠓ·Ͱͷબ୒͕ ܾͯ͠ѱ͔ͬͨΘ͚Ͱ͸ͳ͍

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ϑΣʔζ͕มΘΕ͹՝୊΋มΘΔ

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࿩͠߹͏΂͖ͳͷ͸ ʮ͜Ε͔ΒͲ͏͍͔ͯ͘͠ʯ

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ԿΛ΍͍ͬͯΔͷ͔

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ʮ૝ఆ֎ͷෳࡶ͞ʯΛݮΒ͠ ͜ΕҎ্૿΍͞ͳ͍ͨΊͷจԽͮ͘Γ

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૝ఆ֎ͷෳࡶ͞ΛݮΒͨ͢Ίʹ͸ʁ wԿ͕ෳࡶͳͷ͔Λೝࣝ͢Δɺڞ༗͢Δ͜ͱʹΑΓՄࢹԽ͢Δ wෳࡶͳ΋ͷΛݮΒ͢ wෳࡶͳ΋ͷΛ৽ͨʹͭ͘Βͳ͍࢓૊Έͮ͘Γ

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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վળ.5(ͷ࣮ࢪ wݸʑͰ՝୊΍໰୊ͩͱײ͍ͯ͡Δ͜ͱΛ ໌֬ʹͯ͠ࢀՃऀʹڞ༗ wαʔόαΠυΤϯδχΞɺϑϩϯτΤϯ υΤϯδχΞɺ43&ͷϝϯόʔ͕ࢀՃ wຖि࣮ࢪ wٞ୊΍໰୊ͷղܾࡦΛࢀՃऀ಺Ͱٞ࿦

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վળ.5(ͷઃܭ

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ٞ୊ͷ؅ཧ

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υΩϡϝϯτԽ͢Δ͜ͱͰՄࢹԽ

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IUUQTUFDIEFMZKQFOUSZ

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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՝୊ચ͍ग़͠ձ wվળ.5(ʹ͓͍ͯ՝୊ΛఏҊ͢Δ ਓ͕ภΔͱ͍͏՝୊͕͋ͬͨͷͰ࣮ ࢪ w՝୊ͷՄࢹԽΛଅਐ

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ର৅ͱ͢Δٕज़෼໺Λચ͍ग़͢

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͓ޓ͍ͷճ౴͕ݟ͑ͳ͍Α͏ʹ ͦΕͧΕ՝୊ײΛճ౴

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ϝϯόʔؒͰײ͕֮ͣΕ͍ͯΔՕॴʹ͍ͭͯٞ࿦

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هԱͷ৽͍͠͏ͪʹ՝୊ͷొ࿥

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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ϦϑΝΫλϦϯάܭը wՄࢹԽ͞Εͨ՝୊ʹ͍ͨͯ͠༏ઌॱҐͱ୲౰ΛܾΊ࣮ͯࡍʹղফ͍ͯ͘͠

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՝୊ͷҰཡԽ

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༏ઌॱҐ෇͚

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୲౰ܾΊ

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IUUQTUFDIEFMZKQFOUSZ

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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ઃܭϨϏϡʔձͷ࣮ࢪͱ43&ͷࢀՃ w43&νʔϜ΁ͷઃܭͷڞ༗ͷλΠϛϯά ͕ᐆດͩͬͨ΋ͷΛ໌֬ʹͨ͠ wίʔυΛॻ͘લͷઃܭஈ֊Ͱ43&ͷࢹ఺ ͰͷϨϏϡʔ͕Մೳʹ w૝ఆ֎ͷෳࡶ͞Λະવʹ๷͙

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ઃܭϨϏϡʔձͷ࣮ࢪͱ43&ͷࢀՃ wίʔυΛॻ͘લʹશһͰపఈతʹٞ࿦Λ͢ΔจԽʹ

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ݮΒ͢ ૿΍͞ͳ͍ wվળ.5( w՝୊ચ͍ग़͠ձ wઃܭϨϏϡʔ w։ൃΨΠυϥΠϯͷ࡞੒ wݕূ؀ڥͷ੔උ ۩ମతΞϓϩʔν wϦϑΝΫλϦ ϯάܭը ՄࢹԽ ղফ

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໨తͱखஈͷՄࢹԽ

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໨తͱखஈͷՄࢹԽ wखஈ͕໨తԽ͢Δ͜ͱΛ๷͙ wʮ΍ͬͨ΄͏͕ྑ͍ʯ͜ͱΛख౰ Γ࣍ୈʹ΍ͬͯ͠·͏͜ͱΛ๷͙ wࠓ΍͍ͬͯΔλεΫͷ໨తΛৗʹҙ ࣝ͢Δ

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਱ߦ͍ͯ͠ΔλεΫͷ໨తΛৗʹҙࣝ͢Δ

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ࠓ೔࿩ͨ͜͠ͱ·ͱΊ w43&͸ʮϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʯʹଘࡏ͍ͯ͠Δ wϓϩμΫτ։ൃͷ଎౓Λ҆શʹߴΊΔͨΊʹ͸୯७͞Λ௥ٻ͍ͯ͘͜͠ͱ͕ඞཁ Ͱ͋Δͱ͍͏͜ͱ wEFMZʹ͓͚ΔจԽͮ͘Γͷ۩ମతͳΞϓϩʔν

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