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セキュア・バイ・デザインの鳴くところ

nwiizo
December 07, 2022

 セキュア・バイ・デザインの鳴くところ

セキュア・バイ・デザインの鳴くところ
安全なソフトウェアを全体から考えるみるで候

OWASP Fukuoka Meeting #9
https://owasp-kyushu.connpass.com/event/266585/

副読ブログ
https://syu-m-5151.hatenablog.com/entry/2022/12/07/204400

nwiizo

December 07, 2022
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  1. ݄೔08"41'6,60,"!OXJJ[P ηΩϡΞɾόΠɾσβΠϯͷ ໐͘ͱ͜Ζ ҆શͳιϑτ΢ΣΞΛશମ͔Βߟ͑ΔΈΔͰީ

  2. !OXJJ[P ࠷ۙࡾ஡ʹҾͬӽͨ͠ݽಠ੒ਓஉੑ גࣜձࣾεϦʔγΣΠΫͱ͍͏ձࣾͰ43&ࢧԉࣄۀ ேɺى͖δϜ΁ߦ͖ຊΛಡΜͰ࢓ࣄΛͯ͠ ໷ɺ࠶ͼδϜ΁ߦ͖ຊΛಡΜͰ຾Δ͚ͩ

  3. ηΩϡΞɾόΠɾσβΠϯ🐱❓ %FW4FD0QT🐶❓ γϑτϨϑτ🐵❓

  4. ݕࡧ🔍 ηΩϡΞɾόΠɾσβΠϯ ޙ෇͚Ͱ͸ͳ͘اըɾઃܭͷஈ֊͔ΒηΩϡϦςΟ࢓༷ΛऔΓࠐΜͰߦ͏γεςϜ։ൃख๏Ͱ͢ɻ γϑτϨϑτ ։ൃϥΠϑαΠΫϧ͕୹ظؒԽ͠ɺਝ଎͔ͭසൟʹΞϓϦέʔγϣϯΛϦϦʔε͢Δ܏޲͕޿͕ͬͯ ͍͘ͳ͔ɺϦϦʔεͷεέδϡʔϧΛ๦͛ͳ͍Α͏ʹɺηΩϡϦςΟʹؔΘΔ޻ఔΛલ౗࣮ͯ͠͠ࢪ ͢Δͱ͍͏֓೦Ͱ͢ɻ  %FW4FD0QT %FW4FD0QTͱ͸ɺ৘ใγεςϜʹ͓͍ͯɺ։ൃʢ%FWFMPQNFOUʣͱӡ༻ʢ0QFSBUJPOTʣ͕ີʹ

    ࿈ܞ͢Δ͜ͱͰɺ։ൃʹ͔͔ΔظؒΛ୹ॖ͠ɺϦϦʔεස౓ΛߴΊΔ։ൃελΠϧͷ͜ͱͰ͢ɻʹη ΩϡϦςΟʢ4FDVSJUZʣ΋༥߹ͤ͞Δ͜ͱͰɺηΩϡϦςΟΛ֬อͭͭ͠ɺ։ൃεϐʔυΛଛͳΘͳ ͍ελΠϧͷ͜ͱΛࢦ͠·͢ IUUQTXXXOSJTFDVSFDPKQHMPTTBSZ
  5. ͜ΕΒͷ୯ޠΛΠϕϯτ΍ϒϩά౳ͷจষͰ Α͘ݟฉ͖ͯ͠ײಈ͢Δ͕ʜΞϨ΋ίϨ΋ͱ 
 ۩ମతʹԿΛͲ͜·Ͱ͢Ε͹Α͍͔෼͔Βͳ͍ʜ ηΩϡΞɾόΠɾσβΠϯ γϑτϨϑτ %FW4FD0QT ۩ମੑΛ͍ܽͯந৅తʹͳ͍ͬͯ͘ɻ޾ͤʹͳΓ͍ͨɺ 
 Ͱ΋ͦ͜΁޲͔͏۩ମతͳಓے͸Θ͔Βͳ͍

  6. ͜ͷൃදͷΰʔϧ ۩ମతͳ૸Γग़͕͠Ͱ͖ͦ͏ͩͳͬͯ 
 ηΩϡΞɾόΠɾσβΠϯ γϑτϨϑτ %FW4FD0QT

  7. ͜ͷൃදͷΰʔϧ ηΩϡϦςΟΛڧԽͯ͘͠Εͦ͏ͳ 
 όζͬͯΔٕज़༻ޠʹର͢Δ๷Ӵज़ ηΩϡΞɾόΠɾσβΠϯ γϑτϨϑτ %FW4FD0QT ͪͳΈʹ08"41ʹ͸۩ମతͳಓےΛࣔͯ͘͠ΕΔ ͦΜͳɺϓϩδΣΫτ͕͋Γ·͢ʂʂʂ

  8. ྑ͍࿩😁 IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE ೔લʹొஃ͕෼͔Β࣌ؒʹมߋʹͳͬͨҝʹ ʰηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43&ʱͷࢿྉΛ૿΍ͨ͠ ͢ΔͱɺʰηΩϡΞɾόΠɾσβΠϯͷશମ૾🐘ʱͷ࿩͕࣌ؒ͢ফ͑ͨ ࿩ͷྲྀΕͷ੔߹ੑ͕औΕͳ͘ͳͬͨͷͰҰ෦ࢿྉΛ௥Ճ͠·ͨ͠

  9. 08"414"..📚 4"..4PGUXBSF"TTVSBODF.BUVSJUZ.PEFM ιϑτ΢ΣΞηΩϡϦςΟอূ੒ख़౓Ϟσϧ

  10. 08"414"..🐝͸ ιϑτ΢ΣΞηΩϡϦςΟอূ੒ख़౓ϞσϧΛ ఆྔԽɾՄࢹԽͯ͠ݱঢ়೺ѲΛ🐱 
 ໨తͱͨ͠πʔϧͰ͢

  11. ͑ʔɺఆྔԽ❓ՄࢹԽ❓ ͱʹ͔҆͘શʹͯ͘͠ΕΔΜ͡Όͳ͍ͷ❓ ηΩϡϦςΟʔνΣοΫγʔτͱ͍͏ҋ΁ͷ๷Ӵज़ https://qiita.com/nfujita55a/items/5899156268951c10787f

  12. ݟ͑ͳ͍΋ͷΛվળ͢Δ͜ͱ͸Ͱ͖·ͤΜɻ

  13. ʮਪଌ͢ΔͳɺܭଌͤΑʯ ʮਪଌ͢ΔͳɺܭଌͤΑʯΛਪଌ͢Δͳ https://qiita.com/e99h2121/items/e8f899756b21b0414835

  14. 08"414"..ͱ͸ w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸ w ૊৫͕طଘͷιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧʹ౷߹Ͱ͖Διϑτ΢ΣΞηΩϡϦςΟͷ ઓུΛධՁɺࡦఆɺ͓Αͼ࣮૷͢Δͷʹ໾ཱͭ08"41ϑϨʔϜϫʔΫͰ͢ɻ w ૊৫͕ओʹιϑτ΢ΣΞͷ։ൃɺΞ΢τιʔγϯάɺऔಘΛߦ͍ͬͯΔ৔߹Ͱ΋ɺ΢Υʔ λʔϑΥʔϧɺΞδϟΠϧɺ·ͨ͸%FW0QTͷํ๏Λ࢖༻͍ͯ͠Δ৔߹Ͱ΋ɺ΄ͱΜͲ ͷঢ়گʹద͍ͯ͠·͢ɻಉ͡ϞσϧΛద༻Ͱ͖·͢ɻ

     IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF IUUQTHJUIVCDPNPXBTQTBNNDPSF QUICK START GUIDE FOR VERSION 2.0
  15. 08"414"..ͱ͸ w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸ w ։ൃϓϩδΣΫτͷηΩϡϦςΟ੒ख़౓ΛఆྔԽɾՄࢹԽͯ͠ݱঢ়ɺ೺Ѳʹ໾ཱͪ·͢ɻ w ηΩϡΞɾόΠɾσβΠϯɺγϑτϨϑτɺ%FW4FD0QTͱ͔ݴΘΕͯ΋ 
 ԿΛͯ͠ྑ͍ͷ͔෼͔ΒͶʔΑʂͱ͍͏ਓʹରͯ͠ϩʔυϚοϓΛ໌֬ԽͰ͖Δ w

    ։ൃϓϩηεΛΨόφϯεɾઃܭɾ࣮૷ɾݕূɾӡ༻ͷϏδωεػೳΛͭʹ੔ཧ  IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF QUICK START GUIDE FOR VERSION 2.0 IUUQTHJUIVCDPNPXBTQTBNNDPSF
  16. 08"414"..ͱ͸ w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸ w ৽͍͠4"..ϞσϧͰ͋Δ7FSTJPO͕ϦϦʔε͞Ε·ͨ͠ɻ w 7FSTJPO͸։ൃύϥμΠϜʹͱΒΘΕͳ͍ɻ΢ΥʔλʔϑΥʔϧɺ൓෮ɺΞδϟΠϧɺ %FW0QTͷ֤։ൃΛαϙʔτ͢Δɻ૊৫ͷϦεΫڐ༰౓΍ιϑτ΢ΣΞͷߏஙɾ࢖༻ํ๏ ʹԠͯ͡ɺॊೈʹରԠ͢Δ͜ͱ͕Ͱ͖·͢ɻ͜ͷϞσϧ͸ɺιϑτ΢ΣΞ։ൃͷத֩ͱͳ ΔϏδωεػೳʹɺηΩϡϦςΟอূͷ࣮ફΛՃ͑ͯߏங͞Ε͍ͯ·͢ɻ

     IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF IUUQTHJUIVCDPNPXBTQTBNNDPSF QUICK START GUIDE FOR VERSION 2.0
  17. 08"414"..ͱ͸ w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸ w ͭͷϏδωεػೳɺͷηΩϡϦςΟରࡦɺஈ֊ͷ੒ख़౓Ϩϕϧʹ෼͚ΒΕ·͢ w Ϗδωεػೳʹ͸ɺͭͷηΩϡϦςΟɾϓϥΫςΟε͕͋Γɺؔ࿈͢ΔϏδωεػೳͷอূΛ 
 ߏங͢ΔηΩϡϦςΟؔ࿈׆ಈͷྖҬ͕͋Γ·͢ w

    ηΩϡϦςΟରࡦʹ͸ɺάϧʔϓԽ͞ΕͨͭͷετϦʔϜʹ෼͚ΒΕͨ׆ಈ͕͋Γ·͢ w ಛఆͷηΩϡϦςΟରࡦΛ൐͏ͨΊͷચ࿅͞Εͨ໨ඪͱɺΑΓݫີͳ੒ޭࢦඪ͕͋Γ·͢  IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF QUICK START GUIDE FOR VERSION 2.0 IUUQTPXBTQTBNNPSHBCPVU ࠓճ͸ׂѪ
  18. ͜͏΍ͬͯฉ͘ͱڼʑ͍͠ײ͡Δʜ 08"414"..5PPMLJUW IUUQTEPDTHPPHMFDPNTQSFBETIFFUTEKN-7MU3IV("9D-6D8)2PY6JDS%H.7([%&WJFXHJE

  19. ਤΛ༻ҙͯ͠ͳ͍ͷͰ 
 จࣈ͹͔ͬΓͰॏʑ͍͠ͱࢥ͏ΜͰ͚͢Ͳ ಺༰ࣗମ͸ͦΜͳʹ೉͍͠΋ͷͰ͸ͳ͍Ͱ͢

  20. 08"414"..(PWFSOBODF Ψόφϯε w ઓུଌఆج४ ૑଄ͱଅਐଌఆͱվળ  ηΩϡϦςΟϓϩάϥϜͷ༗ޮੑΛଌఆ͢Δ໨తٴͼखஈΛ໌֬ʹ͢Δɻ ૊৫಺ͷιϑτ΢ΣΞηΩϡϦςΟʹؔ͢Δ౷ҰతͳઓུϩʔυϚοϓΛཱ֬͢Δɻ ηΩϡϦςΟͷऔΓ૊ΈΛɺؔ࿈͢Δ૊৫ͷࢦඪ΍ࢿ࢈Ձ஋ͱ੔߹ͤ͞Δɻ w

    ϙϦγʔίϯϓϥΠΞϯε ํ਑ɾن֨ίϯϓϥΠΞϯε؅ཧ  ૊৫ʹؔ࿈͢ΔΨόφϯεͱίϯϓϥΠΞϯεͷਪਐཁҼΛಛఆ͠ɺจॻԽ͢Δɻ ΞϓϦέʔγϣϯݻ༗ͷηΩϡϦςΟٴͼίϯϓϥΠΞϯεͷجຊਫ४Λཱ֬͢Δɻ ϙϦγʔɺඪ४ɺୈࡾऀ͔Βͷཁٻࣄ߲ͷॱकΛଌఆ͢Δɻ w ڭҭࢦಋ τϨʔχϯάͱҙࣝ޲্૊৫ͱจԽ  ҆શͳ։ൃͱ഑උʹؔ͢ΔτϐοΫͷϦιʔε΁ͷΞΫηεΛελοϑʹఏڙ͢Δɻ ιϑτ΢ΣΞϥΠϑαΠΫϧʹؔΘΔ͢΂ͯͷਓʹɺ҆શͳ։ൃʹؔ͢Δٕज़΍໾ׂʹԠͨ͡ΨΠμϯεΛڭҭ͢Δ ༷ʑͳνʔϜͷ։ൃऀ͕ϑΝγϦςʔλʔͱͳΔࣾ಺ݚमϓϩάϥϜΛ։ൃ͢Δɻ  IUUQTPXBTQTBNNPSHNPEFMHPWFSOBODF .BUVSJUZ-FWFM੒ख़౓ஈ֊
  21. 08"414"..%FTJHO ઃܭ w ڴҖධՁ ΞϓϦέʔγϣϯͷϦεΫϓϩϑΝΠϧڴҖͷϞσϧԽ  ૊৫΍ݸʑͷϓϩδΣΫτʹର͢Δߴਫ४ͷڴҖΛ࠷ળͷํ๏Ͱಛఆ͢Δɻ ૊৫಺ͷιϑτ΢ΣΞؔ࿈ͷڴҖΛඪ४Խ͠ɺશࣾతʹ෼ੳ͢Δɻ ૊৫શମʹ͓͚ΔڴҖͷ໢ཏੑΛੵۃతʹ޲্ͤ͞Δɻ w

    ηΩϡϦςΟཁ݅ ιϑτ΢ΣΞཁ݅αϓϥΠϠʔηΩϡϦςΟ  ιϑτ΢ΣΞͷཁٻϓϩηεʹ͓͍ͯɺ໌ࣔతʹηΩϡϦςΟΛߟྀ͢Δɻ ϏδωεϩδοΫͱط஌ͷϦεΫ͔Βಋ͖ग़͞ΕΔηΩϡϦςΟཁ݅ͷཻ౓Λେ͖͘͢Δ ͢΂ͯͷιϑτ΢ΤΞͱαʔυύʔςΟͷґଘؔ܎ʹ͍ͭͯɺηΩϡϦςΟཁ݅ϓϩηεΛඞਢͱ͢Δ w ηΩϡϦςΟΞʔΩςΫνϟ ΞʔΩςΫνϟઃܭʗςΫϊϩδʔ؅ཧ  ιϑτ΢ΣΞͷઃܭϓϩηεʹɺ༧๷తͳηΩϡϦςΟࢦಋͷߟྀ͕ૠೖ͞ΕΔɻ ιϑτ΢ΣΞͷઃܭϓϩηεΛɺط஌ͷηΩϡΞαʔϏεٴͼηΩϡΞόΠσϑΥϧτઃܭʹ޲͔ΘͤΔɻ ιϑτ΢ΣΞͷઃܭϓϩηεΛਖ਼͍͠ܗͰ؅ཧ͠ɺ҆શͳίϯϙʔωϯτͷར༻Λݕূ͢Δ  IUUQTPXBTQTBNNPSHNPEFMEFTJHO .BUVSJUZ-FWFM੒ख़౓ஈ֊
  22. 08"414"..*NQMFNFOUBUJPO ࣮૷ w ηΩϡΞͳϏϧυ ϏϧυͷྲྀΕιϑτ΢ΣΞͷґଘੑ   Ϗϧυͷϓϩηε͸܁Γฦ͠ՄೳͰҰ؏͍ͯ͠·͢ɻ  Ϗϧυͷϓϩηε͸࠷దԽ͞ΕɺϫʔΫϑϩʔʹ׬શʹ౷߹͞Ε͍ͯ·͢ɻ

     Ϗϧυͷϓϩηε͸ɺط஌ͷ͕ܽؕຊ൪؀ڥʹೖΔͷΛ๷͙ͷʹ໾ཱͪ·͢ɻ w ηΩϡΞͳσϓϩΠϝϯτ σϓϩΠͷྲྀΕൿີ؅ཧ   σϓϩΠͷϓϩηε͸׬શʹจॻԽ͞Ε͍ͯΔɻ   σϓϩΠͷϓϩηεʹηΩϡϦςΟݕূͷϚΠϧετʔϯؚ͕·Ε͍ͯΔ  σϓϩΠͷϓϩηε͕׬શʹࣗಈԽ͞Ε͓ͯΓɺ͢΂ͯͷॏཁͳϚΠϧετʔϯͷࣗಈݕূΛ૊ΈࠐΜͰ͍Δ w ܽؕ؅ཧ ܽؕ௥੻ϝτϦΫεͱϑΟʔυόοΫ   ͢΂ͯͷෆ۩߹͸ɺ֤ϓϩδΣΫτ಺Ͱ௥੻ௐࠪ͞Ε·͢ɻ  ܽؕ௥੻͸ɺσϓϩΠϝϯτϓϩηεʹӨڹΛ༩͑ΔͨΊʹ࢖༻͞Ε·͢ɻ  ෳ਺ͷίϯϙʔωϯτʹ·͕ͨΔܽؕ௥੻͸ɺ৽͍ܽؕ͠ͷ਺ΛݮΒͨ͢Ίʹ࢖༻͞Ε·͢ɻ  IUUQTPXBTQTBNNPSHNPEFMJNQMFNFOUBUJPO .BUVSJUZ-FWFM੒ख़౓ஈ֊
  23. 08"414"..7FSJGJDBUJPO ݕূ w ΞʔΩςΫνϟΞηεϝϯτ ΞʔΩςΫνϟͷݕূͱݟ௚͠  ΞʔΩςΫνϟΛݟ௚͠ɺయܕతͳϦεΫʹର͢Δجຊతͳ؇࿨ࡦ͕࣮ࢪ͞Ε͍ͯΔ͜ͱΛ֬ೝ͢Δɻ ΞʔΩςΫνϟͷηΩϡϦςΟػߏ͕׬શʹఏڙ͞Ε͍ͯΔ͜ͱΛ֬ೝ͢Δɻ ΞʔΩςΫνϟͷ༗ޮੑΛϨϏϡʔ͠ɺ݁ՌΛϑΟʔυόοΫͯ͠ɺηΩϡϦςΟΞʔΩςΫνϟΛվળ͢Δɻ w

    ཁ݅ۦಈܕςετ ੍ޚݕূޡ࢖༻ɾෆਖ਼࢖༻ςετ  جຊతͳ੬ऑੑͳͲͷηΩϡϦςΟ໰୊Λػձతʹൃݟ͢Δɻ ࣮૷ϨϏϡʔΛ࣮ࢪ͠ɺηΩϡϦςΟཁ݅ʹର͢ΔΞϓϦέʔγϣϯݻ༗ͷϦεΫΛൃݟ͢Δɻ όάϑΟοΫεɺมߋɺϝϯςφϯεͷޙɺΞϓϦέʔγϣϯηΩϡϦςΟϨϕϧΛҡ࣋͢Δɻ w ηΩϡϦςΟςετ ֦ுੑͷ͋Δج४ਂ͍஌ࣝͱཧղ  ηΩϡϦςΟςετΛ࣮ࢪ͠ɺηΩϡϦςΟ্ͷෆ۩߹Λൃݟ͢Δʢखಈ͓Αͼπʔϧϕʔεͷ྆ํʣɻ ఆظతͳϖϯςετʹՃ͑ɺࣗಈԽʹΑΓɺ։ൃ࣌ͷηΩϡϦςΟςετΛΑΓ׬શ͔ͭޮ཰తʹߦ͏͜ͱ͕Ͱ͖Δɻ ηΩϡϦςΟςετΛ։ൃɾ഑උϓϩηεͷҰ෦ͱͯ͠૊ΈࠐΉ͜ͱ͕Ͱ͖Δɻ  IUUQTPXBTQTBNNPSHNPEFMWFSJ fi DBUJPO .BUVSJUZ-FWFM੒ख़౓ஈ֊
  24. 08"414"..0QFSBUJPOT ӡ༻ w ΠϯγσϯτϚωδϝϯτ Πϯγσϯτݕ஌ΠϯγσϯτϨεϙϯε  ࠷େݶͷ౒ྗʹΑͬͯಘΒΕΔΠϯγσϯτݕ஌ɾରԠ ద੾ͳΠϯγσϯτϚωδϝϯτϓϩηεͷಋೖ ੒ख़ͨ͠Πϯγσϯτ؅ཧ w

    ։ൃ؀ڥͷϚωδϝϯτ ߏ੒ͷϋʔυχϯάύονͱΞοϓσʔτ  ࠷େݶͷ౒ྗʹΑͬͯಘΒΕΔύονͱϋʔυχϯά ϕʔεϥΠϯ΍ΰʔϧΛઃఆͯ͠ద੾ͳϓϩηεͷݩͰ࣮ࢪ ܧଓతʹվળ͞ΕΔϓϩηε΁ͷద߹͕ڧ੍͞ΕΔ w ӡ༻؅ཧ σʔλอޢγεςϜഇࢭɾϨΨγʔ؅ཧ  جૅతͳ࣮ࢪࣄ߲ ؅ཧ͞ΕͨɺԠ౴ੑͷߴ͍खॱ ੵۃతͳ؂ࢹͱରԠ  IUUQTPXBTQTBNNPSHNPEFMPQFSBUJPOT .BUVSJUZ-FWFM੒ख़౓ஈ֊
  25. 08"414"..ͷద༻ w 08"414"..ͷయܕతͳΞϓϩʔν w 08"414"..Λ૊৫Ͱ࢖༻͢Δࡍ͸ɺ४උ͔Β࢝ΊͯɺΞηεϝϯτɺ໨ඪͷઃఆɺܭ ըɺ࣮ࢪ͔ΒϩʔϧΞ΢τ·ͰΛߦ͏͜ͱͰ͢ɻ 
 08"414"..͸ɺಛʹܧଓతͳվળΛࢧԉ͢Δͷʹద͓ͯ͠Γɺ͜ͷ৔߹ɺαΠΫϧ͸௨ ৗ͔݄͔Β͔݄ͷظؒͰܧଓతʹ࣮ߦ͞Ε·͢ɻͳ͓ɺ͜ΕΒͷεςοϓΛৗʹ͢΂ͯ ࣮ߦ͢Δඞཁ͸͋Γ·ͤΜɻ08"414"..Λ࢖ͬͯɺͨͱ͑͹ɺධՁ͚ͩΛ࣮ߦͨ͠

    Γɺ௕ظతͳ໨ඪΛఆٛͨ͠Γ͢Δ͜ͱ΋ՄೳͰ͢ɻ w ͱΓ͋͑ͣɺ΍͍ͬͯ͘͜ͱʹ͍ͭͯ w ΫΠοΫελʔτͷऔΓ૊ΈͷҰ؀ͱͯ͠ɺ࠷ॳͷͭͷϑΣʔζʢ४උɺධՁɺ໨ඪઃఆɺ ܭըͷఆٛʣΛݶΒΕͨ࣌ؒʢʙ೔ʣͰҰਓͰ࣮ߦ͢Δ͜ͱ͕Ͱ͖·͢ɻ͔͠͠ɺ͜ΕΛ ૊৫಺ʹਁಁͤ͞Δ͜ͱ΍ɺಋೖɾల։ͷϑΣʔζͰ͸ɺ௨ৗ΋ͬͱଟ͘ͷ࣌ؒΛཁ͠·͢ɻ  IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF ͪͳΈʹࢲ͸·ͩධՁΛ࣮ߦͯ͠ͳ͍Ͱ͢ʜ
  26. 08"414"..🐝͸ ఆྔԽɾՄࢹԽͯ͠ݱঢ়೺ѲΛ🐱❣ 
 ໨తͱͨ͠πʔϧͰ͢ ΋͏͍͔͍ͬ❗❗🍒

  27. ʮ99΂͖࿦ʯ͸ආ͚Δ΂͖ w ҹ৅࿦΍ޡղΛආ͚ɺඞཁͩͱࢥ͏΋ͷΛऔࣺબ୒͢Δ͜ͱ͕େ੾ w ηΩϡΞɾόΠɾσβΠϯͳͲͷݴ༿ͷҙຯΛਖ਼࣮͘͠ߦ͢Δඞཁ͸ͳ͍ w ͔͠͠ɺԿ͕ඞཁ͔ߟ͑Δ࣌ʹ͸ਖ਼͘͠ਂ͍ཧղ͕ඞཁ w 99΂͖࿦Ͱڧ੍͢ΔͷͰ͸ͳ͘ܒ໤͢Δͷ͕େ੾ w

    99͢΂͖ͱ͍ͬͯνʔϜ΍૊৫ʹڧ੍͠ͳ͍ w ࣮ࢪଆɺӡӦଆͰೋ෼ԽͤͣҰॹʹͳͬͯऔΓ૊Ή͜ͱ͕େࣄ  ಛʹηΩϡϦςΟʹ͓͍ͯʮ΂͖࿦ʯͷ൱ఆ͸೉͍͠
  28. ηΩϡΞɾόΠɾσβΠϯ✅ Λ࣮ફ͍ͯ͘͠43&

  29. ݕࡧ🔍 ηΩϡΞɾόΠɾσβΠϯ ޙ෇͚Ͱ͸ͳ͘اըɾઃܭͷஈ֊͔ΒηΩϡϦςΟ࢓༷ΛऔΓࠐΜͰߦ͏γεςϜ։ൃख๏Ͱ͢ɻ IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE

  30. ݕࡧ🔍֓ཁ ηΩϡΞɾόΠɾσβΠϯ ϓϩάϥϛϯάͷ࣭ΛߴΊΔ͜ͱͰɺηΩϡϦςΟΛ޲্ͤ͞Δ͜ͱ͕Ͱ͖Δʕஶऀ Βͷߟ͑Λ༷ʑͳܗͰࢼ͠ݕূΛߦ͍ɺຊॻʮηΩϡΞɾόΠɾσβΠϯʢ4FDVSF CZ%FTJHOʣɾ҆શͳιϑτ΢ΣΞઃܭʯʹ·ͱΊ·ͨ͠ɻ ຊॻ͸&SJD&WBOTࢯͷυϝΠϯۦಈઃܭʢ%PNBJO%SJWFO%FTJHO%%%ʣʹؔ͢ Δߟ͑ͷӨڹΛେ͖͘ड͚͍ͯ·͢ɻઃܭͷத৺ʹηΩϡϦςΟΛऔΓࠐΉߟ͑ɺυ ϝΠϯۦಈηΩϡϦςΟʢ%PNBJO%SJWFO4FDVSJUZʣͱ͍͏໊ͷίϯηϓτΛੜΈ ग़͜͠ͷߟ͑Λ࣮ࡍʹ։ൃʹಋೖ͠ɺൃల͖ͤͯ͞·ͨ͠ɻ IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE

  31. ݕࡧ🔍໨࣍ ηΩϡΞɾόΠɾσβΠϯ ୈ෦ಋೖฤ ୈষͳͥɺઃܭ͕ηΩϡϦςΟʹ͓͍ͯॏཁͳͷ͔ʁ ୈষͪΐͬͱٳܜʰϋϜϨοτʱͷ൵ܶ ୈ෦جૅฤ ୈষυϝΠϯۦಈઃܭͷத֩Λ੒͢ίϯηϓτ ୈষ҆શੑΛཱ֬͢Δ࣮૷ςΫχοΫ ୈষυϝΠϯɾϓϦϛςΟϒʢEPNBJOQSJNJUJWFʣ ୈষঢ়ଶͷ׬શੑʢJOUFHSJUZʣͷอূ

    ୈষঢ়ଶͷෳࡶ͞ͷܰݮ ୈষηΩϡϦςΟΛҙࣝͨ͠σϦόϦɾύΠϓϥΠϯ ୈষ҆શੑΛߟ͑ͨॲཧࣦഊ࣌ͷରࡦ ୈষΫϥ΢υతߟ͑ํʹΑΔϝϦοτ ୈষͪΐͬͱٳܜอݥྉͷࢧ෷͍ͳ͠ʹ੒ཱͯ͠͠·ͬͨอݥܖ໿ ୈ෦Ԡ༻ฤ ୈষϨΨγʔɾίʔυ΁ͷద༻ ୈষϚΠΫϩαʔϏεͰͷࢦ਑ ୈষ࠷ޙʹɿηΩϡϦςΟΛ๨ΕΔ΂͔Βͣʂ
  32. ݕࡧ🔍ୈ෦ಋೖฤ ηΩϡΞɾόΠɾσβΠϯ ୈ෦ಋೖฤ📚 ୈষͳͥɺઃܭ͕ηΩϡϦςΟʹ͓͍ͯॏཁͳͷ͔ʁ ୈষͪΐͬͱٳܜʰϋϜϨοτʱͷ൵ܶ ηΩϡΞɾόΠɾσβΠϯʹ͍࣮ͭͯྫͱڞ ʹݟ͍͖ͯ·͢ɻηΩϡϦςΟͱ։ൃʹ͍ͭ ͯͲͷΑ͏ʹߟ͑ɺͦΕΒ͕૊Έ߹Θ͞Δͷ ͔ɻ͋ΘͤͯͲ͜Ͱ໰୊͕ى͜Γ΍͍͢ͷ͔ ͱԿ͕Ͱ͖Δͷ͔Λ෼ੳ͠·͢ɻ

  33. ݕࡧ🔍ୈ෦جૅฤ ηΩϡΞɾόΠɾσβΠϯ ୈ෦جૅฤ📚 ୈষυϝΠϯۦಈઃܭͷத֩Λ੒͢ίϯηϓτ ୈষ҆શੑΛཱ֬͢Δ࣮૷ςΫχοΫ ୈষυϝΠϯɾϓϦϛςΟϒʢEPNBJOQSJNJUJWFʣ ୈষঢ়ଶͷ׬શੑʢJOUFHSJUZʣͷอূ ୈষঢ়ଶͷෳࡶ͞ͷܰݮ ୈষηΩϡϦςΟΛҙࣝͨ͠σϦόϦɾύΠϓϥΠϯ ୈষ҆શੑΛߟ͑ͨॲཧࣦഊ࣌ͷରࡦ

    ୈষΫϥ΢υతߟ͑ํʹΑΔϝϦοτ ୈষͪΐͬͱٳܜอݥྉͷࢧ෷͍ͳ͠ʹ੒ཱͯ͠͠·ͬͨอݥܖ໿ ιϑτ΢ΣΞͷ࡞੒ʹ͓͚ΔηΩϡΞɾόΠɾσβ Πϯͷج൫Λߏங͢Δઃܭͷݪଇɺߟ͑ɺίϯηϓ τʹֶ͍ͭͯΜͰ͍͖·͢ɻ
  34. ݕࡧ🔍ୈ෦Ԡ༻ฤ ηΩϡΞɾόΠɾσβΠϯ ୈ෦Ԡ༻ฤ📚 ୈষϨΨγʔɾίʔυ΁ͷద༻ ୈষϚΠΫϩαʔϏεͰͷࢦ਑ ୈষ࠷ޙʹɿηΩϡϦςΟΛ๨ΕΔ΂͔Βͣʂ ଟ͘ͷ։ൃऀ͸ʮηΩϡΞɾόΠɾσβΠϯʯΛϨΨγʔɾ ίʔυʹద༻͢Δ͜ͱ͕೉͍͠ͱײ͡Δ܏޲͕͋Γ·͢ɻϨ ΨγʔɾίʔυͷվળɺϞϊϦγοΫɾΞʔΩςΫνϟͰΑ ͘ى͜Δ໰୊ɺϚΠΫϩαʔϏεɾΞʔΩςΫνϟʹ͍ͭͯ

    ݟ͍͖ͯ·͢ɻ
  35. ൵͍͠࿩😭 IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE ೔લʹొஃ͕෼͔Β࣌ؒʹมߋʹͳͬͨҝʹ ʰηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43&ʱͷࢿྉΛ૿΍ͨ͠ ͢ΔͱɺʰηΩϡΞɾόΠɾσβΠϯͷશମ૾🐘ʱͷ࿩͕࣌ؒ͢ফ͑ͨ ઙ͍஌ࣝͰ঺հͨ͠%%%ͷ࿩͕ফ͑ڈΓ·ͨ͠ʜ ઙ͍஌ࣝͰ঺հͨ͠%%%ͷ࿩͸ϒϩάʹ΋Ͱ͖ͳ͍ͷͰ ͞Α͏ͳΒ͠·ͨ͠🙏 ઃܭஈ֊͔ΒηΩϡϦςΟΛҙࣝ͢Δେ੾͞Λ͜͜Ͱ໰͍ͯͨͷͰ ࠶ฤͯ͠%FW4FD0QTͷ࿩Λ௥Ճ͠·ͨ͠

  36. 43&͔Β͢Δͱ%FW0QT͔ΒͷྲྀΕ͕ࣗવ͔΋ ʮDMBTT43&JNQMFNFOUT%FW0QTʯʢ43&͸%FW0QTͱ͍͏Ϋϥεͷ࣮૷Ͱ͋Δʣ 
 ͭ·Γɺ%FW0QT͸ࢥ૝Ͱ͋Γɺ43&͸ͦͷ࣮૷ํ๏Ͱ͋Δͱ͍͏΋ͷͰ͢ɻ

  37. ݕࡧ🔍%FW0QTͱ͸ %FW0QT ։ൃऀͱӡ༻ऀͷڠྗɾ༥߹ wγεςϜͷ%FWͱ0QTͰରཱ͋͠͏ͷͰ͸ͳ ͘ɺ͓ޓ͍ʹڠௐ͠ͳ͕ΒϏδωεͷ໨తΛୡ ੒͢ΔͨΊͷߟ͑ํɺ૊৫తͳจԽ https://www.oreilly.co.jp/books/9784873118352/

  38. w %FW0QTͷྺ࢙ w ೔ճҎ্ͷσϓϩΠ'MJDLSʹ͓͚Δ%FWͱ0QTͷڠྗ w ެԋͰ͸ͲͷΑ͏ͳ࢓૊Έ΍จԽʹΑͬͯ೔ʹճҎ্ͷσϓϩΠ͕ 
 Մೳ͔ʁͦΕΒ͕ੜ·ΕͨഎܠͱڞʹޠΒΕ͍ͯ·͢ɻ w %FW0QT%BZTͷ։࠵

    ೥ΑΓ  w ςʔϚ͸ࣗಈԽɺςετɺηΩϡϦςΟɺ૊৫จԽ w ࠓͰ͸શੈքͷ͋ΒΏΔ৔ॴͰ։࠵͞Ε͍ͯΔ https://www.slideshare.net/jallspaw/ 
 10-deploys-per-day-dev-and-ops-cooperation-at-flickr 4FQBSBUFUFBNTDBOMFBEUPDPO fl JDUJOHJODFOUJWFT QIPUPCZ%BWF3PUI  ։ൃऀͱӡ༻ऀͷڠۀ͸ࠓͰ͸͋ͨΓ·͑ઃܭஈ֊͔ΒؔΘΔΑ͏ʹ ʰࣗ෼ͷϚγϯͰ͸ಈ͍ͨΜͰ͚͢ͲͶʱ ͱ͔͸࢓ࣄͰฉ͍ͨ͜ͱ͕ͳ͍ʜɹӡ͕ྑ͍ʜ
  39. ݕࡧ🔍 %FW4FD0QT %FW4FD0QTͱ͸ɺ৘ใγεςϜʹ͓͍ͯɺ։ൃʢ%FWFMPQNFOUʣͱӡ༻ʢ0QFSBUJPOTʣ͕ີʹ ࿈ܞ͢Δ͜ͱͰɺ։ൃʹ͔͔ΔظؒΛ୹ॖ͠ɺϦϦʔεස౓ΛߴΊΔ։ൃελΠϧͷ͜ͱͰ͢ɻʹη ΩϡϦςΟʢ4FDVSJUZʣ΋༥߹ͤ͞Δ͜ͱͰɺηΩϡϦςΟΛ֬อͭͭ͠ɺ։ൃεϐʔυΛଛͳΘͳ ͍ελΠϧͷ͜ͱΛࢦ͠·͢ IUUQTXXXOSJTFDVSFDPKQHMPTTBSZ

  40. ηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43& ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ ॲཧࣦഊ࣌ͷઃܭ

  41. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ w σϓϩΠϝϯτύΠϓϥΠϯσϦόϦύΠϓϥΠϯͱ͸ʁ w ιϑτ΢ΣΞΛԿΒ͔ͷ؀ڥʹల։͢Δ·ͰͷϓϩηεΛࣗಈԽͨ͠΋ͷͰ͢ w ͜͏͍͏ͱߴ౓Ͱෳࡶͳ΋ͷͷΑ͏ʹࢥ͑·͕࣮͢ࡍͷ࡞ۀΛࣗಈԽ۪ͨ͠௚ͳ΋ͷͰ͢ w ։ൃऀ͸ඞཁͳϑΝΠϧΛ(JUʹϓογϡ͢ΔͱҰ࿈ͷಈ࡞͕࣮ߦ͞ΕΔ w

    ʰ։ൃ؀ڥͷηΩϡϦςΟ͓Α び $*$% パ Π プ ϥΠϯͷηΩϡΞԽʱ͕ͱͯ΋ྑ͍ͷͰׂѪ w ͍͔ͭ͘ͷ5JQTʹ͍ͭͯ঺հ͍ͯ͘͠  Ϗϧυ ୯ମςετ γεςϜ ςετ Մ༻ੑ ςετ σϓϩΠ IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB ։ൃ؀ڥͷηΩϡϦςΟ͓Α び $*$% パ Π プ ϥΠϯͷηΩϡΞԽ ˞͜Ε͕ਖ਼͍͠ͱ͍͏Θ͚Ͱ͸ͳ͍
  42. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ w ઃܭΛΑΓ҆શͳ΋ͷʹ͢Δ୯ମςετ w ͲͷΑ͏ʹৼΔ෣͏΂͖͔Λهࡌ͢Δ w ਖ਼ৗ஋ςετɺڥք஋ςετɺҟৗ஋ςετɺۃ୺஋ςετ w ߦّͷΑ͍ςετ͹͔Γͯ͠͸͍͚ͳ͍ w

    ਖ਼نදݱͳͲͷػೳʹؔͯ͠͸ͪΌΜͱ w αʔυύʔςΟ 4BB4΍֎෦αʔϏε ΁ͷςετ΋࣮ࢪ͢Δ w ୯ମςετҎ֎Ͱ΋ϒϥοΫϘοΫεͷαʔϏεಉ༷ʹ࣮ߦ͢Δ  Ϗϧυ ୯ମςετ γεςϜ ςετ Մ༻ੑ ςετ σϓϩΠ
  43. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ w γεςϜςετ ػೳτάϧɺ݁߹ςετɺΞϓϦέʔγϣϯςετ  w ػೳτάϧʹؔͯ͠΋σϑΥϧτҎ֎ͷςετ͔ͭ໢ཏతʹ΍͓ͬͯ͘ w ػೳઃఆͷෆඋͰຊདྷېࢭ͍ͯ͠ΔσόοάϞʔυ w

    NBJOϒϥϯνʹ͸ͳ͍ػೳͷςετ΋ߦ͏ w ηΩϡϦςΟͷࣗಈςετ΋୯ମςετʹೖΕ͓͚ͯΔ΋ͷ͸͍ΕΔ w ඞཁʹԠͯ͡੬ऑੑ਍அͰ͋ͬͨΓ৵ೖςετΛ࣮ࢪͰ͖ΔΑ͏ʹͳΔ w ฐࣾ4BB4ͷTFDVSJGZ XXXTFDVSJGZKQ ͷಋೖͷݕ౼΋ͥͻ  Ϗϧυ ୯ମςετ γεςϜ ςετ Մ༻ੑ ςετ σϓϩΠ IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB ։ൃ؀ڥͷηΩϡϦςΟ͓Α び $*$% パ Π プ ϥΠϯͷηΩϡΞԽ
  44. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ w Մ༻ੑ͸ॏཁͰ͋Γɺ͢΂ͯͷγεςϜʹ͓͍ͯߟྀ͢΂͖ w %P4߈ܸΛγϡϛϨʔγϣϯ͢Δ͜ͱͰɺઃఆʹ͓͚Δ੬ऑͳ෦෼Λશମతʹ೺ѲͰ͖Δ w ϨεϙϯελΠϜʹؔͯ͠೺ѲͰ͖ΔΑ͏ʹ݁Ռ͸+40/Ͱग़ྗ͢Δ w σϑΥϧτͷৼΔ෣͍Λςετ͢Δͷ΋େࣄ w

    ࢖༻͍ͯ͠ΔπʔϧͷσϑΥϧτͷৼΔ෣͍Λ஌Δ͜ͱ͸ॏཁͰ͋Γ 
 ͦͷσϑΥϧτͷৼΔ෣͍Λςετ͢Δ͜ͱ΋ॏཁͰ͢  Ϗϧυ ୯ମςετ γεςϜ ςετ Մ༻ੑ ςετ σϓϩΠ IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB ։ൃ؀ڥͷηΩϡϦςΟ͓Α び $*$% パ Π プ ϥΠϯͷηΩϡΞԽ
  45. ॲཧࣦഊ࣌ͷઃܭ w Մ༻ੑΛ֬อ͢Δ͜ͱ͸ιϑτ΢ΣΞʹͱͬͯॏཁͳ໨ඪͰ͋Δ w ճ෮ੑͱԠ౴ੑ͸γεςϜͷՄ༻ੑΛ޲্ͤ͞ΔཁૉͰ͋Γɺͦͷ͜ͱ͕҆શੑʹܨ͕Δ w ճ෮ੑ 3FTJMJFODF  w

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  46. ॲཧࣦഊ࣌ͷઃܭ w αʔΩουɾϒϨΠΧʔɺόϧΫϔουɺλΠϜΞ΢τͳͲͷઃܭύλʔϯ w αʔΩουɾϒϨΠΧʔ w αʔΩοτϒϨʔΧʔ͸ɺϚΠΫϩαʔϏεͷΑ͏ʹɺαʔϏεಉ͕࢜઀ଓ͍͋͠ɺෳࡶͳωοτϫʔΫΛߏ੒͢ Δࡍʹɺہॴతͳো֐͕γεςϜશମʹ೾ٴͤ͞ͳ͍ɺ࢓૊ΈͰ͢ɻϒϨʔΧʔ #SFBLFS Λམͱ͢Α͏ʹɺωο

    τϫʔΫ্ͷճ࿏ $JSDVJU Λःஅ͢ΔͷͰ͢ɻ w Χεέʔυো֐ͷ࿈࠯ͷ໰୊Λ๷͙ ϐλΰϥεΠονతͳࢮʹํͨ͠αʔϏε͸෮چ͕େมʜ  w όϧΫϔου োน  w γεςϜͰൃੜͨ͠໰୊͕ଞͷ෦෼΍શମʹӨڹΛ༩͑ͯɺγεςϜશମ͕ػೳ͠ͳ͘ͳΔ͜ͱΛޮՌతʹ๷͙ࣦ ഊʹؔ͢Δઃܭύλʔϯ w ίʔυϨϕϧɺΠϯϑϥϨϕϧɺϩέʔγϣϯϨϕϧͳͲ༷ʑͳϨϕϧͰߟ͑Δ͜ͱ͕ඞཁ  0QFOঢ়ଶ 
 ੾அঢ়ଶ $MPTFঢ়ଶ 
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 ࣦഊ͢Δ αʔΩουɾϒϨΠΧʔͷͭͷঢ়ଶ IUUQTJTUJPJPMBUFTUEPDTSFGFSFODFDPO fi HOFUXPSLJOHEFTUJOBUJPOSVMF %FTUJOBUJPO3VMF
  47. ॲཧࣦഊ࣌ͷઃܭ w αʔΩουɾϒϨΠΧʔɺόϧΫϔουɺλΠϜΞ΢τͳͲͷઃܭύλʔϯ w λΠϜΞ΢τ w ϦΫΤετΛૹͬͯҰఆ࣌ؒΛ͗͢ΔͱϦΫΤετ͕ࣦഊͨ͜͠ͱʹ͢Δ w ϑΥʔϧτΠϯδΣΫγϣϯ w

    ҟৗͳํ๏ͰετϨε͕͔͔ͬͨͱ͖ʹɺγεςϜ͕ͲͷΑ͏ʹಈ࡞͢Δ͔Λཧղ͢Δͷʹ໾ཱͭ ςετख๏Ͱ͋ΔɻࣦഊΛ஫ೖ͢Δ͜ͱɻ͜ͷख๏͸ɺγϛϡϨʔγϣϯ΍࣮ݧͷ݁Ռʹجͮ͘ ͨΊɺ౷ܭతख๏ͱൺֱͯ͠ɺΑΓ༗ޮͰ͋ΔՄೳੑ͕͋Δɻ  0QFOঢ়ଶ 
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 ࣮ߦ͢Δ·Ͱͷ࣌ؒ ࠶ݺͼग़͕͠ 
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 ࣦഊ͢Δ αʔΩουɾϒϨΠΧʔͷͭͷঢ়ଶ ͱ͋Δ43&ͷ৔߹ઃܭύλʔϯͷ࣮ݱͷҝʹ*TUJPΛར༻͢Δ ϏδωεϩδοΫͱ޲͖߹͍ͳ͕Βͷઃܭ͕ඞཁ Ϗδωεతͳྫ֎ͱٕज़తͳྫ֎ͷ෼཭ͯ͠ߟ͑Δ SaaS.tech ͱ͔͕ΦεεϝͰ͢ https://saas-tech.connpass.com/
  48. ॲཧࣦഊ࣌ͷઃܭ *TUJPͷ৔߹ w αʔϏεڥքͷো֐ղফʹαʔϏεϝογϡʹʮ*TUJPʯ͕༗ޮ αʔϏεؒ௨৴ͷҰ࣌తͳো֐ʹର͢Δ࠶ࢼߦ Ԡ౴ੑͷ௿͍γεςϜͰϦιʔεΛ࿘අ͢Δ͜ͱΛ๷ࢭ ো֐ͷӨڹ͕αʔϏεػೳશମʹ೾ٴ͠ͳ͍Α͏ʹɺαʔϏε܈Λద੾ʹִ཭ ෳ਺αʔϏεʹ·͕ͨΔσʔλߋ৽ͷ݁Ռ੔߹ੑͷอূ ٖࣅతͳγεςϜো֐Λൃੜͤ͞ΒΕΔ ͜ΕΒͷঢ়ଶʹରͯ͠Մ؍ଌੑ͕อূ͞ΕΔ

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  49. ॲཧࣦഊ࣌ͷઃܭ *TUJPͷ৔߹ w *TUJPΛಋೖ͢Δ্Ͱͷߟྀ఺ w *TUJP؀ڥΛ࡞Δࡍʹ͸εΩϧͱ޻਺ͱϦιʔεͷΦʔόʔϔου͕ൃੜ w ,VCFSOFUFTͱ૊Έ߹ΘͤΔͱ͖ͷ੍໿ͷཧղ w ֤छίϯϑΟάϨʔγϣϯͷཧղ

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