ママリを支えるAmazonECS~Docker駆動でのサービス開発事例~

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ҰาΛࢧ͑Δ "NB[PO$POUBJOFS4FSWJDFࣄྫࡇΓ $POOFIJUP JODɹӬҪউҰ࿠ ϚϚϦΛࢧ͑Δ"NB[PO&$4  d%PDLFSۦಈͰͷαʔϏε։ൃࣄྫd

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$POOFIJUP*OD ࣗݾ঺հ ӬҪউҰ࿠ IUUQRJJUBDPNOBHBJT IUUQLPCJUPTBOIBUFOBCMPHDPN !TIOBHBJ $POOFIJUP JOD&OHJOFFS ৬ྺɿ  SIerɹɹɹɹ3೥ Ұٳɹɹɹ 7೥ ίωώτ ࠓ೥5݄͔Βjoin

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$POOFIJUP*OD ϚϚϦͷαʔϏε঺հ

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$POOFIJUP*OD ϚϚϦͷαʔϏε঺հ

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$POOFIJUP*OD ΞδΣϯμ w ίωώτͰͷ%PDLFSಋೖࣄ৘ w &$4Λ࢖ͬͨຊ൪ӡ༻5*14 w όον࣮ߦ؀ڥͷࣄྫ  w &$4ͷϝϦοτͱվળΛظ଴͢Δ఺

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$POOFIJUP*OD ίωώτͰͷ%PDLFSಋೖࣄ৘

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$POOFIJUP*OD %PDLFSಋೖͷྺ࢙ w ։ൃ؀ڥΛ%PDLFSԽ ݄   7BHSBOUͷ୅ΘΓͱͯ͠ɻ։ൃऀͷධ൑΋ྑ͘͜Ε͸ྑͦ͞͏  w ·ͣ͸ɺग़དྷΔͱ͜Ζ͔Βຊ൪ಋೖ ݄   %PDLFSຊ൪Ͱ΋ྑͦ͞͏ɻ৭ʑݕূ͢Δதɺ&$4ͱग़ձ͏  w ৽ن্ཱͪ͛ͷαʔϏεΛશͯ&$4ͰαʔϏεΠϯ ݄   αʔϏεΠϯޙ΋҆ఆͯ͠ಈ͘͜ͱΛ֬ೝ  w طଘαʔϏεΛॱ࣍&$4 %PDLFSԽ ʹϦϓϨΠε ݄ʙ   ࠓ͜͜ͷਅͬ࠷த

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$POOFIJUP*OD &$4Ͱಈ͘αʔϏεͷن໛

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$POOFIJUP*OD ͜͜Ͱɺ &$4ؔ࿈ͷ༻ޠΛҰ౓੔ཧ͠·͢

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$POOFIJUP*OD &$4&$3ͷ༻ޠͷ੔ཧ &$3  "84Ϛωʔδυͷ%PDLFSΠϝʔδϨδετϦ  λεΫ  %PDLFSίϯςφ  λεΫఆٛ  ɹ%PDLFSίϯςφͷىಈύϥϝʔλ౳ͷఆٛ QVMM͢Δ%PDLFS*NBHF΍ί ϯςφͷύϥϝʔλΛఆٛ   αʔϏε  ɹλεΫΛ·ͱΊΔάϧʔϓ λεΫىಈ਺"-# /-#࿈ܞ"VUPTDBMF౳   Ϋϥελ  ɹλεΫΛಈ͔͢ϗετ &$ ͷू߹ମ "VUP4DBMMJOH(SPVQPSΧελϜ &$

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$POOFIJUP*OD &$4͸%PDLFSΛ"84؀ڥͰָʹ ಈ͔ͨ͢ΊͷΦʔέετϨʔγϣϯπʔϧ

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$POOFIJUP*OD &$4Ͱಈ͘αʔϏεͷن໛ w Ϋϥελ਺ 4UBHJOH؀ڥؚΉ   αʔϏεΫϥελͷߏ੒  αʔϏεͷεύΠΫͰΫϥελ͕ѹഭ͞ΕͯɺଞͷαʔϏεʹ ӨڹΛ༩͑ΔͷΛආ͚ͨ   w λεΫ ίϯςφ ਺໿ CBUDIআ͘   ฏৗ࣌ͷϗετ౰ͨΓ͸࠷େλεΫ  ෛՙࢼݧͯ͠Έͨͱ͜ΖɺλεΫҎ্ʹͯ͠΋ύϑΥʔϚϯε ͕มΘΒͳ͔ͬͨ

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$POOFIJUP*OD &$4Ͱಈ͘ຊ൪αʔϏεͷछྨ w 8FCΞϓϦέʔγϣϯΤϯυϙΠϯτ  w εέδϡʔϧόον $SPO   w %%-ͷ࣮ߦ؀ڥ  w GMVFOUEΞάϦήʔλ

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$POOFIJUP*OD %PDLFSಋೖΛਐΊΔதͰͷجຊํ਑ w ΠϯϑϥαΠυ͚ͩͰɺ%PDLFSԽΛ׬݁ͤ͞ͳ͍  αʔόαΠυ΍ϑϩϯτΤϯυΤϯδχΞͱҰॹʹ%PDLFSGJMFΛ ࡞͍ͬͯ͘ɻ  ΞϓϦέʔγϣϯͷϙʔλϏϦςΟ্͕͕ͬͯ΋ɺͦΕΛ৮ΕΔ ਓ͕ݶΕΔͱޮՌ൒ݮͳͷͰɺ΄ͱΜͲͷέʔεͰɺ13ͷϨϏϡʔ Λ։ൃऀʹߦͬͯ΋Β͏Α͏ʹ͍ͯ͠Δɻ  w %PDLFSԽͰϛυϧ΢ΣΞߋ৽ͷোนΛԼ͛Δ ϩʔΧϧͱಉ͡΋ͷ ͕ຊ൪Ͱ΋ಈ͍͍ͯΔ҆৺ײ

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$POOFIJUP*OD &$4Λ࢖ͬͨຊ൪ӡ༻5*14

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$POOFIJUP*OD 5*14ᶃσϓϩΠ

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$POOFIJUP*OD 5*14ᶃσϓϩΠdछྨd ຊ൪ӡ༻͢Δʹ͋ͨΓɺछྨͷσϓϩΠϑΣʔζΛ༻ҙ  ᶃ4UBHJOH؀ڥ΁ͷσϓϩΠ    ᶄ1SPEVDUJPO؀ڥ΁ͷσϓϩΠ    ᶅϩʔΧϧΛ4UBHJOH؀ڥʹ͍࣋ͬͯ͘σϓϩΠ    ᶆϩʔϧόοΫ

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$POOFIJUP*OD 5*14ᶃσϓϩΠdجຊํ਑d w &$3ʹ͋Δ%PDLFSΠϝʔδͷλάΛத৺ͱͨ͠σϓϩΠϑ ϩʔ  w (JUͷNBTUFSϒϥϯν%PDLFSΠϝʔδͷMBUFTUλάͱͯ͠ ͍Δ  4UBHJOHMBUFTU  1SPEVDUJPOSFMFBTF MBUFTUͷίϐʔ   w &$4΁ͷσϓϩΠ͸ɺ৽͍͠λεΫఆٛΛ࡞Γɺͦͷఆٛ Λݩʹର৅αʔϏεͷߋ৽Λߦ͏ࣄͰ࣮ݱ  ͜ͷ෦෼͸ɺFDTEFQMPZͱ͍͏πʔϧΛ࢖͍ͬͯΔ 

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$POOFIJUP*OD 5*14ᶃσϓϩΠd&$4ͷαʔϏεߋ৽d w &$4Ͱ͸ɺλεΫىಈ࣌ʹλεΫఆٛʹઃఆͨ͠ɺλά ͷ%PDLFSΠϝʔδΛQVMMͯ͘͠Δ    ˠ%PDLFSΠϝʔδͷQVTIޙʹɺ&$4ͰαʔϏεΛߋ৽ Λ͢Ε͹࠷৽ͷίʔυͰ৽نͷλεΫΛ্ཱͪ͛Δ͜ͱ ͕ग़དྷΔ

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$POOFIJUP*OD 5*14ᶃσϓϩΠdશମ૾d

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$POOFIJUP*OD 5*14ᶃσϓϩΠd·ͱΊd w ։ൃऀ͸ɺ%PDLFSͷ։ൃ؀ڥͰಈ͍ͨίʔυΛ௨ৗ௨Γͷ(JUૢ ࡞ 13.BTUFS.FSHF ͢Δ͚ͩͰɺ4UBHJOH؀ڥ·Ͱ͍࣋ͬͯ ͘͜ͱ͕ग़དྷΔ  w σϓϩΠؔ࿈ͷΞΫγϣϯ͸4MBDLͷಛఆνϟϯωϧʹ௨஌  ଞͷϝϯό͕ɺσϓϩΠͷΞΫγϣϯʹؾ͚ͮΔ༷ʹ͢Δ  w ίϯςφೖସ͑ɺ"-#͔Βͷ੾Γ཭͠౳ͷΦʔέετϨʔγϣ ϯ૚͸ɺશͯ&$4ʹ೚ͤΔ    &$4Λ࢖͍ͬͯΕ͹ɺσϓϩΠΛ૊Ή࣌ʹਏ͘ͳΓ͕ͪͳɺΦʔ έετϨʔγϣϯͷ෦෼Λશͯ&$4ʹ೚ͤΔࣄ͕ग़དྷΔ

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$POOFIJUP*OD 5*14ᶄ ؀ڥࠩ෼͸؀ڥม਺͚ͩʹ͢Δ

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$POOFIJUP*OD 5*14ᶄ؀ڥࠩ෼͸؀ڥม਺͚ͩʹ͢Δ w ؀ڥࠩ෼͸ग़དྷΔݶΓ؀ڥม਺ʹدͤͯɺ։ൃ؀ڥͱಉ ͡ίϯςφΛຊ൪Ͱ΋ಈ͔͢Α͏ʹ৺͕͚Δ  w ΞϓϦέʔγϣϯίʔυͷ؀ڥࠩ෼΋ɺ%PDLFSԽΛܖػ ʹ؀ڥม਺͔ΒಡΈࠐΉܗʹม͑ͯ΋Β͍ͬͯΔ  &$4ͳΒɺλεΫఆٛͰؾܰʹ؀ڥม਺Λ༻ҙ͢Δ͜ͱ͕ग़དྷΔ  w ຊ൪͚ͩͱ͔4UBHJOH͚ͩͷઃఆΛग़དྷΔݶΓݮΒͯ͠ ͍ͬͨ΄͏͕޾ͤʹͳΕΔ

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$POOFIJUP*OD 5*14ᶅ ϞχλϦϯά

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$POOFIJUP*OD 5*14ᶅϞχλϦϯά w ϞχλϦϯά͸$MPVE8BUDIͰݟ͍ͨͷ͕Ұ๬Ͱ͖Δ΋ͷ Λ࡞ͬͯΈ͍ͯΔɻ  ʲXFCͷྫʳ  "-#ͷίωΫγϣϯ਺  "-#ϨεϙϯελΠϜ BWH Q Q Q   "-##BDLFOEYY YY  Ϋϥελͷ$16༧໿࢖༻཰ .FNPSZ༧໿࢖༻཰  λεΫͷIFBMUIZ VOIFMUIZ  "VUP4DBMF(SPVQͷ&$4UBUVT$IFDL'BJMFE@*OTUBODFTZTUFN౳  w શͯඪ४Ͱऔಘ͞ΕΔϝτϦΫεΛ૊Έ߹ΘͤΔ͚ͩͰ΋͜͜·Ͱݟ ΕΔ อ؅ظ͕ؒिؒͳͷͰ௕ظ͕ඞཁͳέʔε͸σʔλΛଞʹಀ͕ ͢ඞཁ͸͋Δ

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$POOFIJUP*OD 5*14ᶅϞχλϦϯάd࣮ࡍͷάϥϑd

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$POOFIJUP*OD &$4 "84 Ͱ༻ҙ͞Ε͍ͯΔػೳ͚ͩͰ ָʹ%PDLFSӡ༻ग़དྷΔͷ͕͍͍ͱ͜Ζ

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$POOFIJUP*OD όον࣮ߦ؀ڥͷࣄྫ

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$POOFIJUP*OD εέδϡʔϧܥͷόονॲཧΛɺ طʹ%PDLFSԽ͞Ε͍ͯΔࢿ࢈Λ࢖ͬͯ "84্Ͱಈ͔͍ͨ͠ɻ

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$POOFIJUP*OD "84্Ͱͷ࣮ߦํࣜͷൺֱ w $SPOPO&$  ރΕ͍ͯΔ͕&$ͷӡ༻͕ඞཁ w -BNCEB  ࠷େ࣮ߦ࣌ؒͱݴޠ 1)1 ͕ཁ݅ຬͨͤͣ w "84#BUDI  δϣϒΩϡʔ༻ͳͷͰεέδϡʔϧىಈ͸ग़དྷͳ͍ w ίϯςφ಺ʹDSPOΛఆ࣮ٛͯ͠ߦ  ίϯςφഁغͷαΠΫϧ͕όονॲཧʹϚον͠ͳ͍ w "NB[PO&$4ͷ4DIFEVMF5BTL  ݮ఺ࡐྉ͕ͳ͔ͬͨʂʂ

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$POOFIJUP*OD &$4ͷ4DIFEVMF5BTL ·͞ʹٻΊ͍ͯͨ΋ͷ

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$POOFIJUP*OD όονͷ૊Έํ w Ϋϥελ  NVMUJ";Ͱ୆༻ҙ͓ͯ͘͠ͷ͕ແ೉ w λεΫఆٛ  $.%۟ʹόονͷ࣮ߦίϚϯυΛهड़ͯ͠ɺҰͭͷॲཧ͚ͩΛ࣮ ߦ͢Δίϯςφͱͯ͠ఆٛ ऴྃ࣌ʹίϯςφ͸ഁغ w %PDLFSΠϝʔδ &$3   ϑϨʔϜϫʔΫ΍ϛυϧ΢ΣΞͳͲͷ࣮ߦʹඞཁͳ؀ڥͱιʔε ίʔυ͕ύοέʔδϯά͞Εͨ%PDLFSΠϝʔδ w Ϋϥελ಺ͷ4DIFEVMF5BTL  λεΫఆٛຖʹɺͭͷεέδϡʔϧΛ༻ҙ

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$POOFIJUP*OD 4DIFEVMF5BTLͷը໘

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$POOFIJUP*OD ࣮ࡍͷӡ༻ ୯ମ࣮ߦ w δϣϒ͕ࣦഊͨ࣌͠ͷϦϥϯ΍ଈ࣮࣌ߦ͍ͨ͠έʔε  ͜Ε͚ͩͰ0,

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$POOFIJUP*OD ࣮ࡍͷӡ༻ λεΫͷಈ࡞ঢ়گΛݟ͍ͨ w ىಈ࣌ؒ΍εςʔλεɺλεΫఆٛͷ಺༰ͳͲ͕ݟΕΔ  ͔͜͜ΒϦϥϯ΍ఀࢭ͢Δ͜ͱ΋ग़དྷΔ

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$POOFIJUP*OD ࣮ࡍͷӡ༻ σόοάΤϥʔ௨஌ w ࣮ߦϩά  $MPVE8BUDI-PHTͰλεΫىಈຖʹඪ४ग़ྗ͕ग़ΔͷͰɺσόο άʹ࢖͏  ৽نͷόον౳͸ɺ͜ͷϩάݟͳ͕Βಈ࡞Λ֬ೝͯ͠౤ೖ͢Δ w Τϥʔ௨஌  ίϯςφଆͷΤϥʔग़ྗ͸ɺ$MPVE8BUDI-PHTܦ༝ͰTMBDLʹ௨஌

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$POOFIJUP*OD 4DIFEVMF5BTLͷྑ͍ॴ

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$POOFIJUP*OD 4DIFEVMF5BTLͷྑ͍ॴ w DSPOه๏ͰεέδϡʔϧΛఆٛ͢Δࣄ͕ग़དྷΔͷͰΘ͔ Γ΍͍͢  w σϓϩΠ࣌ʹ࣮ߦதͷόονʹӨڹΛ༩͑Δ͜ͱ͕ͳ͍  w &$4Ϋϥελͱͯ͠ϗετΛݻఆग़དྷΔͷͰɺEPDLFS QVMM࣌ʹΩϟογϡ͕ޮ͖ىಈ͕ૣ͍  w طଘͷ%PDLFSΠϝʔδͷࢿ࢈Λ࢖͑Δ  w $MPVE8BUDI-PHTͱͷ࿈ܞͰϩάָ͕ʹݟΕΔ

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$POOFIJUP*OD ӡ༻্ͷ஫ҙ w δϣϒεέδϡʔϥʹ͋ΔΑ͏ͳδϣϒνΣʔϯͷ࣮ߦ ΍ϦτϥΠ͸ग़དྷͳ͍  w 4DIFEVMFଆʹొ࿥͍ͯ͠ΔλεΫఆ͕ٛফ͑Δͱಈ͔ͳ ͍ͷͰ஫ҙ͕ඞཁ  ˞UFSSBGPSNͰ͸λεΫఆٛ؅ཧग़དྷͳ͍  w ͦͷଞɺৄ͍͠࿩͸Լهϒϩάʹॻ͍ͯ͋Γ·͢    <"NB[PO&$44DIFEVMF5BTLͰ࣮ݱ͢ΔεϚʔτͳ%PDLFSϕʔεͷόον࣮ߦ؀ڥ>  IUUQUFDIDPOOFIJUPDPNFOUSZ

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$POOFIJUP*OD ࢖ͬͯΈͯײͨ͡&$4ͷϝϦοτ

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$POOFIJUP*OD ᶃ"-# /-# &-# ͱͷγʔϜϨεͳ࿈ܞ w "-# /-#ͷಈతϙʔτϚοϐϯάΛ࢖͑Δ  λεΫఆٛͰɺϗετϙʔτΛʹ͢Δ͚ͩ  w λεΫͱϗετΛμΠφϛοΫϙʔτϚοϐϯά͢Δ͜ ͱͰɺҰͭͷϗετʹಉछྨͷίϯςφΛ͍ͭ͘Ͱ΋ཱ ͯΔ͜ͱ͕ग़དྷΔ  w λεΫͷσϓϩΠͱ"-#ଆϔϧενΣοΫ͕࿈ಈɻ  λεΫ͕ىಈ͠ɺ"-#ͷϔϧενΣοΫʹ߹֨͢Δͱσ ϓϩΠऴྃͱ͍͏ϑϩʔΛ"84ଆʹ೚ͤΔ͜ͱ͕ग़དྷΔ

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$POOFIJUP*OD ᶄίϯςφͷىಈ͕ૣ͍ w Πϯελϯε͕ݻఆ͞Ε͍ͯΔͷ͸ऑΈͱಉ࣌ʹڧΈͰ ΋͋Δ  w QVMM࣌ʹΩϟογϡ͕ޮ͔͘Βىಈ͕ૣ͍ αΠζ͕খ͞ ͚Ε͹໰୊ʹ͸ͳΒͳ͍͕   w σϓϩΠͷ଎౓ʹ΋ޮ͍ͯ͘Δ  w εέδϡʔϧόον΋ TͰऴΘΔ

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$POOFIJUP*OD ᶅ%PDLFSΛϓϨʔϯͳঢ়ଶͰ࢖͑Δ w ϦϙδτϦʹ͋Δ%PDLFSΠϝʔδΛɺͦͷ··"84αʔϏ εͱ࿈ܞͯ͠ಈ͔͍ͨ͠ͱ͍͏ཁ๬ʹ౴͑Δ͜ͱ͕ग़དྷΔɻ  &MBTUJD#FBOTUBMLͱൺ੍ֱͯ͠໿͕গͳ͍  w &$4ͷ࢓૊ΈΛֶश͢Δඞཁ͸͋Δ

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$POOFIJUP*OD ᶆָʹ#MVF(SFFOσϓϩΠ w ࠷খϔϧεͱ࠷େ཰Λઃఆ͢Δ͜ͱͰ#MVF(SFFOσϓϩ Π͕Մೳ  ৽λεΫىಈޙ"-#ͷϔϧενΣοΫʹ߹֨ͨ࣌͠఺ͰτϥϑΟο Ϋ͕੾ΓସΘΔ  w ࠷খ࠷େPS࠷খ࠷େ  ύλʔϯͰӡ༻ w ΧφϦΞσϓϩΠͰ͸ͳ͍ͷͰɺ৽چ؀ڥʹτϥϑΟο Ϋ͕ྲྀΕΔλΠϛϯά͕Ұ࣌తʹग़དྷΔͷ͸ڐ༰͍ͯ͠ Δ

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$POOFIJUP*OD ᶇ$MPVE8BUDI-PHTͱͷ࿈ܞ w λεΫఆٛͰϩάυϥΠόΛBXTMPHTʹ͓͚ͯͩ͘͠Ͱɺ λεΫͷඪ४ग़ྗ͕ྲྀΕΔͷͰσόοάָ͕ w ϩάάϧʔϓΛࣄલʹ࡞͍ͬͯͳ͍ͱλεΫىಈ࣌ʹ͜ ͚ΔͷͰ஫ҙ  w ΞΫηεϩάΛඪ४ग़ྗʹग़͢Α͏ʹͯ͠ɺ $MPVE8BUDI-PHTαοͱ֬ೝग़དྷΔΑ͏ʹ͍ͯ͠Δ  Կ΋࡞Δඞཁ͕ͳ͍ͷͰָɻ

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$POOFIJUP*OD ᶈ&$3 w *".ϩʔϧͰೝূ͕ग़དྷΔͷͰɺ઀ଓ৘ใΛ࣋ͨͣʹΠ ϝʔδ͕QVMMग़དྷΔ  w "84໢಺ͳͷͰQVMM΋ૣ͍  w *".ͰΞοϓϩʔυݖݶ΋ߜΕΔͷͰɺ։ൃϝϯόͷΞο ϓϩʔυݖݶ΋"84ϢʔβͱϚοϐϯάग़དྷΔ  w ϥΠϑαΠΫϧϙϦγʔΛ࢖͏͜ͱͰɺࣗಈͰաڈΠϝʔ δΛ࡟আग़དྷΔɻ

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$POOFIJUP*OD ᶉ*".3PMF w λεΫʹରͯ͠ɺ*".3PMF͕Ϛοϐϯά͞ΕΔ  w ϗετଆͷ&$Ͱ͸ͳ͘ɺλεΫ୯ҐͰͷࡉ͔ͳΞΫη ε੍ޚ͕Մೳ

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$POOFIJUP*OD &$4վળͯ͠΄͍͠఺

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$POOFIJUP*OD &$4վળͯ͠΄͍͠఺ w ΫϥελΛҙࣝͤͣʹ%PDLFSίϯςφΛӡ༻ग़དྷΔΑ͏ ʹͳΔͱ࠷ߴ  ίϯςφͷىಈ࣌ؒʹରͯ͠ͷ՝ۚʹͳΔͱͱͯ΋޾ͤ  w 4DIFEVMF5BTLͷ"1*͕ఏڙ͞ΕΔͱखಈͷΦϖϨʔγϣ ϯ͕ݮΒͤΔ  w 4DIFEVMF5BTLͰɺδϣϒεέδϡʔϥʹ͋ΔΑ͏ͳδϣ ϒνΣʔϯͷ࣮ߦ΍ࣗಈϦτϥΠ͕͋Δͱ༻్޿͕Δ  w &$4Ͱ͸ͳ͍͕ɺ$MPVE8BUDI-PHTͰ߱ॱͷιʔτ͍ͨ͠

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$POOFIJUP*OD "84Ͱ%PDLFSΛಈ͔͢ͳΒ ݱঢ়ɺ&$4͸Ұ൪ͷબ୒ࢶʹͳΔͱࢥ͏

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$POOFIJUP*OD ։ൃ؀ڥ͔Β%PDLFSԽͯ͠ ΞϓϦέʔγϣϯΛύοέʔδϯάԽ  ˣ  &$4Ͱಈ͔ͤ͹ ָʹӡ༻ίετ௿͘αʔϏεӡ༻ग़དྷΔ

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$POOFIJUP*OD ·ͱΊ w &$4ͷྑ͞͸ɺ਺ʑͷ༏Εͨ"84αʔϏεͱͷ࿈ܞʹ͋Δ  w ଏʹ͍͏ਏ͍Πϯϑϥతͳӡ༻࢓ࣄ͸ɺ&$4ʹΦʔέετ Ϩʔγϣϯ૚Λ೚ͤΔࣄͰ͍ͩͿ࡟ݮग़དྷΔ  w ༻ޠ͕ཧղͰ͖Ε͹ɺ%PDLFSΠϝʔδΛ&$4Ͱಈ͔͢ͷ͸ ؆୯  w ผͷ%PDLFSؔ࿈αʔϏε͕ग़͖ͯͯ΋ɺͲͷϓϥοτ ϑΥʔϜͰ΋ಈ͔ͤΔͱ͍͏ͷ͕͍͍ͱ͜Ζ  ౒ྗ͕ແବʹͳΓʹ͍͘ͱ͍͏ͷ΋େࣄ