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Cloud Native の作法

nwiizo
July 13, 2023

Cloud Native の作法

2023年7月13日

成熟度モデルを活用したCloud Nativeへの道筋 という副題で登壇します #開発生産性con_findy
https://syu-m-5151.hatenablog.com/entry/2023/07/13/131433

開発生産性Conference の登壇資料
https://findy.connpass.com/event/283417/

nwiizo

July 13, 2023
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  1. גࣜձࣾεϦʔγΣΠΫ!OXJJ[P
    ೥݄೔։ൃੜ࢈ੑ$POGFSFODF
    $MPVE/BUJWFͷ࡞๏
    ੒ख़౓ϞσϧΛ׆༻ͨ͠$MPVE/BUJWF΁ͷಓے

    View Slide

  2. ΞδΣϯμ
    w "CPVUTIBLF ޿ࠂ

    w $MPVE/BUJWFͱ͸ʁ
    w $MPVE/BUJWF੒ख़౓Ϟσϧͱ͸ʁ
    w 1MBUGPSNͱͯ͠$MPVE/BUJWFͷ࣮૷

    View Slide

  3. "CPVUTIBLF ޿ࠂ

    View Slide

  4. "CPVUTIBLF

    View Slide

  5. 4SFBLF43&ʢ43&૯߹ࢧԉαʔϏεʣ
    w 43&ͷߟ͑ํʹैͬͯɺ"84΍(PPHMFΫϥ΢υΛར༻͍ͯ͠Δ͓٬༷αʔϏεͷ

    ٕज़ઓུɺઃܭɺߏஙɺӡ༻·ͰΛϫϯετοϓͰࢧԉ͢ΔαʔϏε
    w ϚΠΫϩαʔϏεɺLTͳͲ$MPVE/BUJWFͳٕज़ྖҬʹڧΈ
    w ϕϯμʔతͳ໾ׂͰ͸ͳ͘ʮ͓٬༷ͷνʔϜϝϯόʔʯͱ͍͏ཱͪҐஔͰ࠷৽ٕज़ͷఏҊ͔Β

    Roadmap
    SRE ͷ։࢝
    ·ͣ͸খ͘͞ɻ
    ޮՌ͕࠷େݶʹग़Δͱ͜Ζ
    ͔Βίπίπͱ࢝ΊΑ͏
    SRE νʔϜͷఆٛ
    ૊৫ʹ͋ͬͨ SRE Λఆٛ͠Α͏
    SRE࣮ફ
    SLIɾSLO ͷઃఆ
    Toil ࡟ݮ (ࣗಈԽਪਐ)
    SRE ͷൃలͱܧଓ
    SREͷจԽ͕ਁಁ͢Δ

    Error Budget Λݩʹ

    ۀ຿Λίϯτϩʔϧ͍ͯ͘͠

    View Slide

  6. 4SFBLF43&ʢ43&૯߹ࢧԉαʔϏεʣ
    wӡ༻ࢧԉ·ͰΛτʔλϧ͝ࢧԉ
    w 43&νʔϜ૊੒ɾ43&จԽͷఆணԽɾ43&ٕज़ऀͷ࠾༻ʗҭ੒ίϯ
    αϧςΟϯά౳΋ରԠ

    ٕज़ઓུ
    ίϯαϧςΟϯά
    ߏங / ࣮૷
    ࢧԉ
    Ξηεϝϯτ
    ʢύϑΥʔϚϯε / ηΩϡϦςΟʣ
    ӡ༻ࢧԉ
    γεςϜ
    ઃܭ

    View Slide

  7. $MPVE/BUJWFͱ͸ʁ

    View Slide

  8. $MPVE/BUJWFͬͯ,VCFSOFUFTͷίτʂʁ

    View Slide

  9. %0/

    View Slide

  10. $MPVE/BUJWFͱ͸ʁ
    w$MPVE/BUJWFٕज़͸ɺύϒϦοΫΫϥ΢υɺϓϥΠϕʔτΫϥ΢υɺϋΠϒϦ
    ουΫϥ΢υͳͲͷۙ୅తͰμΠφϛοΫͳ؀ڥʹ͓͍ͯɺεέʔϥϒϧͳΞϓ
    ϦέʔγϣϯΛߏங͓Αͼ࣮ߦ͢ΔͨΊͷೳྗΛ૊৫ʹ΋ͨΒ͠·͢ɻ͜ͷΞ
    ϓϩʔνͷ୅දྫʹɺίϯςφɺαʔϏεϝογϡɺϚΠΫϩαʔϏεɺΠϛϡ
    ʔλϒϧΠϯϑϥετϥΫνϟɺ͓Αͼએݴܕ"1*͕͋Γ·͢ɻ
    w͜ΕΒͷख๏ʹΑΓɺճ෮ੑɺ؅ཧྗɺ͓ΑͼՄ؍ଌੑͷ͋Δૄ݁߹γεςϜ͕
    ࣮ݱ͠·͢ɻ͜ΕΒΛݎ࿚ͳࣗಈԽͱ૊Έ߹ΘͤΔ͜ͱͰɺΤϯδχΞ͸Πϯ
    ύΫτͷ͋ΔมߋΛ࠷খݶͷ࿑ྗͰසൟ͔ͭ༧ଌͲ͓Γʹߦ͏͜ͱ͕Ͱ͖·͢ɻ
    w$MPVE/BUJWF$PNQVUJOH'PVOEBUJPO͸ɺΦʔϓϯιʔεͰϕϯμʔதཱ
    ϓϩδΣΫτͷΤίγεςϜΛҭ੒ɾҡ࣋ͯ͠ɺ͜ͷύϥμΠϜͷ࠾༻Λଅਐ͠
    ͍ͨͱߟ͑ͯ·͢ɻࢲͨͪ͸࠷ઌ୺ͷύλʔϯΛຽओԽ͠ɺ͜ΕΒͷΠϊϕʔγ
    ϣϯΛ୭΋͕ར༻Ͱ͖ΔΑ͏ʹ͠·͢ɻ

    IUUQTHJUIVCDPNDODGUPDCMPCNBJO%&'*/*5*0/NE

    View Slide

  11. $MPVE/BUJWFͱ͸ʁ

    ίϯςφ
    αʔϏεϝογϡ
    ϚΠΫϩαʔϏε
    ΠϛϡʔμϒϧΠϯϑϥετϥΫνϟ
    ͓ΑͼએݴܕAPI
    ͳͲΛ༻͍ͯ
    ૄ݁߹ͳγεςϜΛ࣮ݱ͢Δ
    ճ෮ੑ

    ؅ཧྗ

    Մ؍ଌੑ

    ݎ࿚ͳࣗಈԽʹΑͬͯมԽʹڧ͍
    IUUQTHJUIVCDPNDODGUPDCMPCNBJO%&'*/*5*0/NE
    ·ͱΊΔͱ

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  12. ૄ݁߹ͳγεςϜΛ࣮ݱ͢ΔͨΊʹ
    ճ෮ੑ

    ؅ཧྗ

    Մ؍ଌੑ

    ݎ࿚ͳࣗಈԽʹΑͬͯมԽʹڧ͍
    ͋͘·Ͱ
    IUUQTHJUIVCDPNDODGUSBJMNBQ
    IUUQTLVCFSOFUFTJP
    Kuberenetes ΍ Cloud Native ͳٕज़͕

    ଘࡏ͍ͯ͠·͢ɻ

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  13. Ͱʁ݁ہɺԿΛͲ͏͢Ε͹͍͍ͷʁ
    ͬͯͷೖΕΕ͹๻ͨͪ͸޾ͤʹͳΔͷʁ

    View Slide

  14. ࣮ࡍͷಋೖ·ͰͷಓͷΓͰʜ

    ৽͍ٕ͠ज़Λಋೖͯۤ͠ઓ͢Δ
    ΅͘Β͸޾ͤʹͳͬͨͷ͔ʁ

    View Slide

  15. ࣮ࡍͷಋೖ·ͰͷಓͷΓͰʜ
    ΅ͨͪ͘͸ຊ౰ʹ޾ͤʹͳͬͨͷ͔ʁ
    IUUQTUXJUUFSDPNHBJKJOFFSTTUBUVT

    View Slide

  16. ͦΜͳதɺ$MPVE/BUJWF$PNQVUJOH'PVOEBUJPOʢ$/$'ʣ͸

    ೥݄ɺʮ$MPVE/BUJWF੒ख़౓ϞσϧʯͷυΩϡϝϯτΛ
    8FCαΠτͰެ։͠·ͨ͠ɻ
    IUUQTNBUVSJUZNPEFMDODGJP
    ૊৫ͷ$MPVE/BUJWFͷ࣮ફͷͭͷྖҬʹ͍ͭͯਐߦ౓ΛͭͷϨϕϧͰఆ
    ͍ٛͯ͠·͢ɻྖҬ͸ɺਓؒʢ૊৫ʣɺϓϩηεɺنఆɺϏδωεͷ݁ՌʢϏ
    δωεΞ΢τΧϜʣͷͭͰ͢ɻ

    View Slide

  17. $MPVE/BUJWF੒ख़౓Ϟσϧͱ͸ʁ

    View Slide

  18. $MPVE/BUJWF҉ࠇ৿ྛʝٕज़બఆͷ໎͍ʝ
    $/$'͕͜Ε·Ͱʹ঺հ͖ͯͨ͠-BOETDBQF΍5SBJM.BQ
    ͸ɺ$MPVE/BUJWFͷྖҬͰඞཁͳٕज़Λ޿ൣʹ঺հͯ͠
    ͍·͢ɻ͔͠͠ɺͨ͘͞Μͷબ୒ࢶ͕͋ΔҰํͰɺʮͲͷٕ
    ज़͔ΒखΛ͚ͭͨΒ͍͍ͷ͔ʁʯͱ͍͏ٙ໰Λ๊͘ਓʑ΋͍
    ·͢ɻ

    IUUQTHJUIVCDPNDODGUSBJMNBQ
    IUUQTMBOETDBQFDODGJP

    View Slide

  19. $MPVE/BUJWF҉ࠇ৿ྛʝٕज़બఆͷ໎͍ʝ
    5SBJM.BQ͸ɺྫ͑͹࠷ॳʹίϯςφԽΛߦ͍ɺ࣍ʹ$*
    $%Λಋೖ͢Δͱ͍ͬͨਐߦॱংΛఏҊͯ͘͠Ε·͢ɻ͜Ε
    ͕Ұ෦ͷ໰୊Λղܾͯ͘͠ΕΔ͔΋͠Ε·ͤΜ͕ɺίϯςφ
    Խ͚ͩͰຊ൪؀ڥʹҠߦͰ͖Δͷ͔ɺͦΕͱ΋ίϯςφԽΛ
    ׬શʹཧղ͠ͳ͚Ε͹࣍΁ਐΊͳ͍ͷ͔ɺͱ͍ͬͨٙ໰΋࢒
    Δͱࢥ͍·͢

    IUUQTHJUIVCDPNDODGUSBJMNBQ
    IUUQTMBOETDBQFDODGJP

    View Slide

  20. $MPVE/BUJWF੒ख़౓Ϟσϧͱ͸ʁ
    ͜͏ͨ͠໰͍ʹ౴͑Δͷ͕ʮ$MPVE/BUJWF੒ख़౓ϞσϧʯͰ͢ɻ͜ͷϞσϧ
    Λ࢖͑͹ɺԿΛୡ੒͢Ε͹࣍ͷεςοϓʹਐΊΔͷ͔ɺͲͷϨϕϧʹୡ͢Ε͹
    ຊ൪؀ڥʹҠߦͰ͖Δͷ͔ͱ͍ͬͨ͜ͱ͕໌֬ʹͳΓ·͢ɻ͞Βʹɺ͜ͷϞσϧ
    ͸ٕज़໘͚ͩͰͳ͘ɺ૊৫ͷ੒௕΍νʔϜϝϯόʔͷ੒௕ʹ΋য఺Λ౰͍ͯͯ·
    ͢ɻ

    View Slide

  21. $MPVE/BUJWF੒ख़౓Ϟσϧͱ͸ʁ
    ͨͩ͠ɺ$MPVE/BUJWF੒ख़౓Ϟσϧ͸ɺओʹ,VCFSOFUFTΛ࢖༻͢Δ؀ڥΛ
    લఏͱ͍ͯ͠·͕͢ɺͦΕΛ࢖༻͍ͯ͠ͳ͍؀ڥͰ΋ଟ͘ͷֶͼΛఏڙ͠·͢ɻ
    ͜ͷϞσϧ͸ݱঢ়ͷධՁͱࠓޙͷํ޲ੑΛ໌֬ʹ͠ɺࣗ෼͕ͨͪ੒ख़͍ͯ͠Δ
    ͱࢥ͍ͬͯͨ෦෼ʹ͍ͭͯ΋վળͷ༨஍͕͋Δ͜ͱΛ໌Β͔ʹ͢Δ͜ͱ͕Ͱ͖
    ·͢ɻ

    View Slide

  22. $MPVE/BUJWFͷ࣮ફͷͭͷྖҬ

    1FPQMF ૊৫ɾνʔϜͷऔΓ૊Έɺ੒௕ͷͨΊͷϓϩηεɺηΩϡϦςΟͳͲͷ૊৫΁ͷ૊ΈࠐΈʹ͍ͭͯɻ
    1SPDFTT ඞཁͱͳΔϓϩηε΍ϫʔΫϑϩʔɻ$*$%΍*B$ͳͲͷऔΓ૊ΈɻηΩϡϦςΟͷ4IJGU-FGUɻ
    1PMJDZ
    ૊৫ɾνʔϜ಺֎ͷϙϦγʔ΍ن੍ɺηΩϡϦςΟ΍Ψόφϯεͷಛఆ΍దԠɻϙϦγʔͷϏδωε
    ΁ͷ൓өɻ
    5FDIOPMPHZ $*$%ɺ(JU0QTɺ0CTFSWBCJMJUZɺηΩϡϦςΟͳͲͷٕज़෼໺͕νʔϜͷαϙʔτʹ໾ཱͨͤΔ͔ɻ
    #VTJOFTT
    0VUDPNFT
    ϏδωεϦʔμʔ΍$&0ͳͲͷ$Y0ɺऔక໾ձͱνʔϜͱͷؔΘΓ߹͍ʹ͍ͭͯɻ

    View Slide

  23. $MPVE/BUJWFͷ࣮ફͷͭͷ੒ख़౓

    -FWFM#VJME
    $MPVE/BUJWFͷجຊతͳཧղΛਂΊɺͦΕΛ։ൃ΍ςετ؀ڥͳͲͷຊ൪ద༻લͷεςʔδͰ࢖͏ஈ
    ֊Ͱ͢ɻ
    -FWFM0QFSBUF $MPVE/BUJWFͷجຊతͳ෦෼͕׬੒͠ɺͦΕ͕ຊ൪؀ڥʹҠߦ͞Εͨஈ֊Ͱ͢ɻ
    -FWFM4DBMF ૊৫΍νʔϜͷ֦େͱɺՔಇ؀ڥͷ֦େʹରԠ͢ΔͨΊͷखॱ͕ఆΊΒΕͨஈ֊Ͱ͢ɻ
    -FWFM*NQSPWF
    ֤Քಇ؀ڥʹରͯ͠ɺηΩϡϦςΟରࡦɺϧʔϧɺ؅ཧମ੍Λద༻͠ɺঢ়گΛվળ͢Δ࡞ۀΛߦ͍ͬͯ
    Δஈ֊Ͱ͢ɻ
    -FWFM0QUJNJ[F
    աڈͷܾఆΛ࠶ධՁ͠ɺΞϓϦέʔγϣϯ΍Πϯϑϥͷ؂ࢹΛ௨ͯ͡ɺγεςϜΛ࠷దͳঢ়ଶʹ͢Δ
    ͨΊͷվળ࡞ۀΛߦ͍ͬͯΔஈ֊Ͱ͢ɻ

    View Slide

  24. ੒ख़౓͸ྖҬ͝ͱʹҟͳΓɺ

    -FWFM#VJME
    -FWFM0QFSBUF
    -FWFM4DBMF
    -FWFM*NQSPWF
    -FWFM0QUJNJ[F 1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    ੒ख़౓͸ྖҬ͝ͱʹҟͳΓɺྫ͑͹ʮ͋Ε͸Ϩϕϧ͕ͩɺͬͪ͜͸·ͩϨϕϧʯͱ͍ͬͨ

    ࠩҟ͕ग़͖ͯ·͢ɻ·ͨɺಉ͡ྖҬ಺Ͱ΋ʮҰ෦͸Ϩϕϧʹ౸ୡ͍ͯ͠Δ͕ɺଞͷ෦෼͸·ͩϨϕϧ
    ʹୡ͍ͯ͠ͳ͍ʯͱ͍ͬͨΑ͏ʹɺۉҰͰ͸ͳ͍͜ͱ͕΄ͱΜͲͰ͢ɻ

    View Slide

  25. ެࣜυΩϡϝϯτʹ͍ͭͯ

    -FWFM#VJME
    -FWFM0QFSBUF
    -FWFM4DBMF
    -FWFM*NQSPWF
    -FWFM0QUJNJ[F 1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    ެࣜυΩϡϝϯτ͸੒ख़౓͝ͱʹղઆ
    ͜Εͩͱ֤ྖҬͰͲͷਫ४͔ύοͱ෼͔Γʹ͍͘ͳ͊ͬͯࢥͬͯ͠·ͬͨ

    View Slide

  26. ౰ൃදʹ͍ͭͯ

    -FWFM#VJME
    -FWFM0QFSBUF
    -FWFM4DBMF
    -FWFM*NQSPWF
    -FWFM0QUJNJ[F 1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    ౰ൃදͰ͸ྖҬ͝ͱʹղઆ͍͖ͯ͠·͢
    ͜͏·ͱΊΔͱ֤ྖҬͰͲΕ͘Β͍ͷਂ౓͔෼͔Γ΍͍͢
    ࣌ؒͷ੍໿͕͋Γ಺༰Λ͔ͳΓඈ͹͍͖ͯ͠·͕͢ৄ͘͠஌Γ͍ͨਓ͸υΩϡϝϯτಡΜͰ ੤໿ͳͷͰഁΔͱʜɻ

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  27. 1FPQMF

    View Slide

  28. 1FPQMFc-FWFM
    w ֓ཁ
    w νʔϜ͸$MPVE/BUJWFͳϑϨʔϜϫʔΫΛֶश͠ɺجૅతͳཧղΛ࣋ͭɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ૊৫มֵ มֵࢧԉ͸ݶఆతɺॳظஈ֊Ͱ͸1P$ϑΣʔζ΍୯ҰΞϓϦέʔγϣϯʹ஫ྗɻ
    νʔϜͱ෼ࢄԽ ,VCFSOFUFTத৺ͷπʔϧΛߟ࡯͠ɺຊ൪؀ڥ΁ͷӡ༻Λ໨ࢦ͢ɻ
    ηΩϡϦςΟ ηΩϡϦςΟʹॏ͖Λஔ͖ɺσϑΥϧτઃఆΛར༻͠ɺηΩϡϦςΟ1P$Λ࣮ࢪɻ
    ։ൃऀͷΞδϦςΟ ෼ࢄܕʮUFBNPGUFBNTʯΛ࠾༻͠ɺ੒ख़౓ஈ֊ʹԠͨ͡πʔϧΛ࣮૷ɻ
    ։ൃऀͷεΩϧΞοϓ ։ൃऀͷεΩϧ޲্ͱ$MPVE/BUJWFͷཧղΛਂΊΔɻ
    $/$'ʹΑΔೝূ $/$'ೝূ΁ͷ౤ࢿ͕ॏཁ͕ͩɺϨϕϧͰ͸ࢿ֨औಘ͸গͳ͍ɻ

    View Slide

  29. 1FPQMFc-FWFM
    w ֓ཁ
    w εΩϧͱτϨʔχϯά΁ͷ౤ࢿʹΑΓɺΤΩεύʔτͷҭ੒Λଅਐ͠ɺ$MPVE/BUJWFྖҬͰͷઐ໳஌ࣝΛ֫ಘ
    w Ϧʔμʔ͕$MPVE/BUJWFͰͷΠχγΞνϒΛॴ༗͠ɺओಋͯ͠૊৫಺Ͱͷ࣮ࢪΛϦʔυ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ૊৫มֵ ΞδϟΠϧϓϩδΣΫτνʔϜΛઃཱ͠ɺਝ଎ͳϑΟʔυόοΫςετϧʔϓΛ࣮૷ɻ
    νʔϜͱ෼ࢄԽ ڞ௨αʔϏεͱ੹೚ͷ໌֬Խɺπʔϧͷऩଋͱඇ$MPVE/BUJWFπʔϧͷఀࢭɻ
    ηΩϡϦςΟ ,VCFSOFUFTΫϥελͷηΩϡϦςΟ؅ཧͱ੹೚Λ໌֬ԽɺηΩϡϦςΟνʔϜͷࢀՃɻ
    ։ൃऀͷΞδϦςΟ ٕज़త໰୊ͷղܾɺ෼ࢄԽͱϏϧυͷࣗಈςετͷίϛοτɺ෦෼తͳࣗಈσϓϩΠɻ
    ։ൃऀͷεΩϧΞοϓ ,VCFSOFUFTͷجຊૢ࡞ͷ࣮ߦೳྗ޲্ɻ
    $/$'ʹΑΔೝূ
    $,"ͱ$,"%ͷೝఆऔಘͷݕ౼ɻ

    View Slide

  30. 1FPQMFc-FWFM
    w ֓ཁ
    w ֤νʔϜͷೳྗ޲্ͱઐ໳஌ࣝͷ໌֬Խʹ͸ɺ$MPVE/BUJWF$FOUFSPG&YDFMMFODFΛ׆༻͠ɺ

    $MPVE/BUJWFΛઓུͷҰ෦ͱͯ͠૊ΈࠐΉ͜ͱ͕ॏཁͰ͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ૊৫มֵ ೳྗ޲্ʹ൐͍૊৫ߏ଄੔උɺΞδϟΠϧ΍εΫϥϜͷಋೖɻ
    νʔϜͱ෼ࢄԽ ੹೚ͷ໌֬ԽͱཧղɺҰํͰϓϩηεͷ଎౓௿Լ΍ϘτϧωοΫՄೳੑɻ
    ηΩϡϦςΟ ϦεΫڐ༰౓ʹج͍ͮͨηΩϡϦςΟτϨʔχϯάͷϑΥʔΧεɻ
    ։ൃऀͷΞδϦςΟ ܧଓతσϦόϦͷ࣮૷ɺӡ༻νʔϜͷ౷߹ͱݶఆతͳػೳ࣮ߦɻ
    ։ൃऀͷεΩϧΞοϓ ൓෮ՄೳͳτϥϒϧγϡʔςΟϯάαΠΫϧͷಋೖɻ
    $/$'ʹΑΔೝূ $,"ͱ$,"%ͷೝఆऔಘͷݕ౼ɻ

    View Slide

  31. 1FPQMFc-FWFM
    w ֓ཁ
    w ։ൃνʔϜ͸ηϧϑαʔϏεೳྗΛ޲্ͤ͞Δ͜ͱʹΑΓɺओମతʹऔΓ૊ΈɺϦʔμʔγοϓΛൃش͢Δ͜ͱ͕Ͱ͖
    ·͢ɻ͜ΕʹΑΓɺΫϥ΢υωΠςΟϒͷಋೖ΍׆༻ʹؔͯ͠ੵۃతͳ໾ׂΛՌͨ͢͜ͱ͕Ͱ͖·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ૊৫มֵ Ϋϥ΢υ͕σϑΥϧτΠϯϑϥʹɺ%FW4FD0QTͷαʔϏεϦΫΤετ΁Ҡߦɻ
    νʔϜͱ෼ࢄԽ ϓϥοτϑΥʔϜཱ֬ͱ෼ࢄԽͷ։࢝ɺࣗݾαʔϏεϙʔλϧ։ൃͱ։ൃऀαʔϏεͷॴ༗ݖ֬อɻ
    ηΩϡϦςΟ ηΩϡϦςΟνʔϜͷઃܭͱσϓϩΠϝϯτ΁ͷؔ༩ɺ಺֎ͷϙϦγʔͱن੍ͷཧղɻ
    ։ൃऀͷΞδϦςΟ ϑΟʔυόοΫൣғ֦େͱόϦϡʔετϦʔϜͷϚοϐϯάɺߴ଎ςετͱϦεΫಛఆɻ
    ։ൃऀͷεΩϧΞοϓ ։ൃऀͷચ࿅ɺ,VCFSOFUFTͷ޿ൣͳར༻ͱ஌ࣝڞ༗ɺχʔζʹ߹Θͤͨ,VCFSOFUFTͷ֦ுɻ
    $/$'ʹΑΔೝূ ϨϕϧͰͷ$,4औಘݕ౼ɺ$,4ͷอূ͢ΔεΩϧͱ஌ࣝɻ

    View Slide

  32. 1FPQMFc-FWFM
    w ֓ཁ
    w ૊৫ͷ੒ख़౓ΛߴΊΔͨΊʹɺ%FW0QTͱ%FW4FD0QTͷ࠾༻ΛਐΊΔ͜ͱ͕ॏཁͰ͢ɻ·ͨɺ৽͍͠ςΫϊϩδ
    ʔͷಋೖ΍αϯυϘοΫεͰͷτϥΠΞϧ΋࣮ࢪՄೳͰ͢ɻ͜ΕʹΑΓɺΑΓޮ཰తͳ։ൃͱηΩϡϦςΟͷ౷߹Λ
    ࣮ݱ͠ɺ૊৫ͷ੒ՌΛ࠷େԽ͢Δ͜ͱ͕Ͱ͖·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ૊৫มֵ ૊৫શମ͕$MPVE/BUJWF؀ڥʹίϛοτ͍ͯ͠·͢ɻ
    νʔϜͱ෼ࢄԽ ηϧϑϓϩϏδϣχϯάͱαʔϏεϙʔλϧͷड͚ೖΕɺαʔϏεΦʔφʔγοϓͷ໌֬Խɻ
    ηΩϡϦςΟ ίϛϡχςΟͱن੍౰ہͱͷڠྗͰηΩϡϦςΟڧԽɻ
    ։ൃऀͷΞδϦςΟ
    ϝϯόʔͷมಈʹର͢Δεϧʔϓοτͷճ෮ྗɺσʔλʹجͮ͘ҙࢥܾఆɺ'JO0QTͷಋೖɻ
    ։ൃऀͷεΩϧΞοϓ ઌਐతͳςετʗϦϦʔεύλʔϯͷ։ൃͱར༻ɻ

    View Slide

  33. 1SPDFTT

    View Slide

  34. 1SPDFTTc-FWFM
    w ֓ཁ
    w ػೳɾඇػೳཁ݅ͷϚοϐϯάɺखಈϑΟʔυόοΫɾमਖ਼ɺ(JUϫʔΫϑϩʔఆٛɺγεςϜϥΠϑαΠΫϧ؅ཧ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    $*$%
    $MPVE/BUJWFɾτϥϯεϑΥʔϝʔγϣϯͷத৺͸ɺ$*$%ͷ࠾༻Ͱɺ͜ΕʹΑΓΞϓϦέʔ
    γϣϯͷߏஙɺςετɺσϓϩΠ͕ਐߦ͠·͢ɻ͢Ͱʹ$*$%Λߦ͍ͬͯΔ৔߹͸ɺͦΕΛ
    $MPVE/BUJWF؀ڥʹ౷߹͠ɺطଘͷϕετϓϥΫςΟεΛվળ͠·͢ɻ
    มߋ؅ཧ
    σϓϩΠϝϯτΛ؅ཧ͢ΔͨΊͷมߋ؅ཧΛ࣮ࢪɻॳظஈ֊Ͱ͸มߋ؅ཧϓϩηε͸͓ͦΒ͘ෆ
    ׬શͰɺมߋ͸ΞυϗοΫͳϦΫΤετʹج͍ͮͯߦΘΕ·͢ɻ
    ηΩϡϦςΟ
    $MPVE/BUJWF؀ڥͷηΩϡϦςΟ͸ɺηΩϡϦςΟπʔϧͱϓϥΫςΟεΛૣظʹ૊ΈࠐΉ͜
    ͱͰอͨΕ·͢ɻηΩϡϦςΟ͸੒ख़౓Ϟσϧͷશஈ֊ʹؔΘΓɺγϑτϨϑτΞϓϩʔνΛ
    ׆༻͠·͢ɻ
    ؂ࠪͱϩά
    ϩΪϯάͱ؂ࠪ͸࣮૷͢΂͖ॏཁͳϓϩηεͰɺ͜Ε͸಺෦ཁ݅ͷ९क΍ίϯϓϥΠΞϯεۀ຿
    ͷࢧԉͷͨΊʹߦΘΕ·͢ɻॳظஈ֊Ͱ͸ɺखಈͰͷϩάεΫϨΠϐϯά͕ߦΘΕɺू໿తͳϩ
    άϙΠϯτ΍4*&. 4FDVSJUZ*OGPSNBUJPOBOE&WFOU.BOBHFNFOU
    ͕·ͩଘࡏ͠ͳ͍Մೳੑ

    View Slide

  35. 1SPDFTTc-FWFM
    w ֓ཁ
    w ΞϓϦέʔγϣϯͷຊ൪Ҡߦʹॏ఺Λஔ͖ɺ(JUͱ$*ʢܧଓతΠϯςάϨʔγϣϯʣͷ࢖༻Λशख़͠ɺ

    ߏ଄Խ͞ΕͨϏϧυσϓϩΠϓϩηεΛ։࢝͠·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    $*$%
    ΞϓϦέʔγϣϯʹ޲͚ͯɺ$*$%ͷಛੑΛ׆༻͠ɺϏϧυσϓϩΠϓϩηεΛಋೖ͠·͢ɻ
    มߋ؅ཧ
    4$. ιʔείϯτϩʔϧ؅ཧ
    ͔ΒσϓϩΠ·ͰͷϫʔΫϑϩʔཧղΛਂΊɺ4$.Ͱͷίϛο
    τϚʔδλά෇͚ɺσϓϩΠτϦΨʔ͕Մೳʹ͠·͢ɻ
    ηΩϡϦςΟ $*ϓϩηεʹηΩϡϦςΟΛ૊ΈࠐΈɺྫ͑͹ίϯςφ΍ઃఆͷεΩϟϯΛߦ͍·͢ɻ
    ؂ࠪͱϩά ϩάͷू໿Λఆٛ͢ΔͨΊͷ࣌ؒΛ֬อ͠·͢ɻ

    View Slide

  36. 1SPDFTTc-FWFM
    w ֓ཁ
    w ૊৫಺Ͱͷඪ४ԽΛਪਐ͠ɺ൓෮ੑΛॏࢹ͠ɺίϥϘϨʔγϣϯΛڧԽ͠ɺϦιʔε࢖༻ঢ়گΛ؂ࢹ͠·͢ɻ
    ·ͨɺࣗಈԽͱ*B$ʢ*OGSBTUSVDUVSFBT$PEFʣͷಋೖΛϓϥοτϑΥʔϜશମʹ޿͛·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    $*$% $*$%Λத৺ͱͨ͠$P& $FOUFSPG&YDFMMFODF
    Λߏங͠·͢ɻ
    มߋ؅ཧ ίʔυ඼࣭Λ޲্ͤ͞ɺ$*ͱςετͷ੒ޭ཰Λ্͛·͢ɻ
    ηΩϡϦςΟ ܧଓతͳࣗಈεΩϟϯΛಋೖ͠ɺ໰୊ʹରͯ͠ϑϥάΛཱͯ·͢ɻ
    ؂ࠪͱϩά ؂ࠪΛ։࢝͠ɺॳظతͳΞϥʔτγεςϜΛಋೖ͠ɺϊΠζͷϑΟϧλϦϯάΛߦ͍·͢ɻ

    View Slide

  37. 1SPDFTTc-FWFM
    w ֓ཁ
    w ૊৫Ͱ͸ɺ%FW4FD0QTΛαϙʔτ͢ΔΨόφϯεϞσϧͷಋೖΛਐΊ·͢ɻ͜ͷϞσϧʹ͸ΨʔυϨʔ
    ϧ͕ઃ͚ΒΕɺΞϓϦέʔγϣϯαʔϏεϥΠϒϥϦͱࣗಈεέʔϦϯάϙϦγʔͷ੔උ΋ߦΘΕ·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    $*$% ϦϦʔεͷ଎౓ͱσϦόϦʔέΠσϯεΛଌఆ͠ɺվળ͠·͢ɻ
    มߋ؅ཧ
    ܧଓతσϦόϦʔ͸࣮ݱ͍ͯ͠·͕͢ɺຊ൪΁ͷܧଓσϓϩΠϝϯτ͸࣮ݱ͍ͯ͠·ͤΜɻ

    ຊ൪؀ڥ΁ͷ౤ೖͰ͸ɺΦϖϨʔλʔͷঝೝ͕ඞཁͳήʔτ͕·ͩଘࡏ͠·͢ɻ
    ηΩϡϦςΟ ηΩϡϦςΟम෮ͷࣗಈԽͷ࣮૷ɺ͋Δ͍͸ݕ஌͓Αͼम෮ΞυόΠεͷࣗಈԽΛਐΊ·͢ɻ
    ؂ࠪͱϩά ؂ࠪͱΞϥʔτ͕ओྲྀͱͳΓɺΞϓϦέʔγϣϯͰ͸ඞਢͱͳΓ·͢ɻ

    View Slide

  38. 1SPDFTTc-FWFM
    w ֓ཁ
    w ૊৫͸Ϋϥ΢υωΠςΟϒͷઃܭೳྗΛߏங͠ɺো֐ͷ͋ΔϦιʔεͷࣗಈ؅ཧ͕ՄೳͱͳΓ·͢ɻ·ͨɺ
    Ϧιʔεͷ࢖༻ঢ়گσʔλΛ׆༻ͯ͠ɺίετΛ࠷దԽ͢Δ͜ͱ΋Ͱ͖·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    $*$%
    $*$%ͷϝϦοτ͕૊৫શମͰೝࣝ͞Εɺ։ൃ଎౓ͷ޲্΍৽ػೳͷਝ଎ͳϦϦʔε͕Մೳʹͳ
    Γ·͢ɻ
    มߋ؅ཧ
    ຊ൪؀ڥ΁ͷܧଓతͳσϓϩΠ͕ՄೳͰɺ໰୊͕ൃੜͨ͠Ϧιʔεͷࣗಈ࠶ىಈ΍؅ཧ͕ߦ͑·
    ͢ɻ
    ηΩϡϦςΟ
    ࠶ݱՄೳͳϏϧυͱιϑτ΢ΣΞ෦඼දʢ4#0.ʣʹΑͬͯίʔυͱґଘؔ܎Λਫ਼ࠪ͠ɺ໌֬
    ͳίʔυͷग़ॴͱ҆શͳϦϦʔεύΠϓϥΠϯΛ֬อ͞Εɺ,VCFSOFUFTͷηΩϡϦςΟͱ੬ऑ
    ੑΛܧଓతʹ؂ࢹ͠·͢ɻ
    ؂ࠪͱϩά ૊৫͸ఆظతʹ؂ࠪΛ࣮ࢪ͍ͯ͠·͢ɻ

    View Slide

  39. 1PMJDZ

    View Slide

  40. 1PMJDZc-FWFM
    w ֓ཁ
    w ॳظஈ֊Ͱ͸ɺνʔϜ͸ݶఆతͳจॻԽ͞ΕͨϙϦγʔΛ࡞੒͠ɺΫϥ΢υͰߏங͢Δα
    ʔϏεΛαϙʔτ͠·͢ɻ͔͠͠ɺ૊৫ͷϙϦγʔ΍ίϯϓϥΠΞϯεཁ݅͸ɺ$MPVE
    /BUJWF؀ڥʹద߹͢ΔΑ͏ʹม׵͢Δඞཁ͕͋Γ·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ϙϦγʔͷ࡞੒
    ૊৫ͷϙϦγʔͱίϯϓϥΠΞϯεཁ݅Λɺ$MPVE/BUJWF؀ڥ༻ʹม׵͢Δඞཁ͕͋Γ·͢ɻ
    ࣌ؒΛ͔͚ͯɺΞϓϦέʔγϣϯͷػೳཁ݅ͱΞʔΩςΫνϟཁ݅Λཧղ͍ͯͩ͘͠͞ɻ
    ίϯϓϥΠΞϯε
    ن੍ͷݫ͍͠ۀքͰ͸ɺίϯϓϥΠΞϯεΛୡ੒͢ΔͨΊʹϙϦγʔΛ੔උ͢Δඞཁ͕͋Γ·
    ͢ɻ$*4ʢ$FOUFSGPS*OUFSOFU4FDVSJUZʣɺ/*45ʢ/BUJPOBM*OTUJUVUFPG4UBOEBSETBOE
    5FDIOPMPHZʣɺ1$*ʢ1BZNFOU$BSE*OEVTUSZʣͳͲͷίϯϓϥΠΞϯεཁ݅Λཧղ͠ɺίϯ
    ϓϥΠΞϯεͷͨΊͷ4-0ͱ༏ઌॱҐΛઃܭ͠·͢ɻ

    View Slide

  41. 1PMJDZc-FWFM
    w ֓ཁ
    w αʔϏε͕ຊ൪ʹۙͮ͘ʹͭΕͯɺॳظͷϙϦγʔΛඪ४ͱͯ͠߹ҙ͠ɺͦͷେ෦෼ΛจॻԽ͢Δ͜ͱʹ
    ΑΓɺҰ؏ੑͷ֬อɺ९कͷ༰қԽɺνʔϜؒͷίϥϘϨʔγϣϯڧԽɺՄࢹੑͱ؂ࠪͷ޲্Λ࣮ݱ͠·
    ͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ϙϦγʔͷ࡞੒ ॳظతͳϦιʔεϝτϦοΫΛఆٛ͠ɺσʔλͷऩूΛ։࢝͠·͢ɻ
    ίϯϓϥΠΞϯε खಈ·ͨ͸γϯϓϧͳεΫϦϓτΛ༻͍ͯɺॳظ؂ࠪΛߦ͍·͢ɻ

    View Slide

  42. 1PMJDZc-FWFM
    w ֓ཁ
    w ίʔυͱͯ͠ͷϙϦγʔΛ࣮૷͠ɺ$*ύΠϓϥΠϯʹ૊ΈࠐΉ͜ͱʹΑΓɺҰ؏ੑͷ֬
    อɺࣗಈԽͱޮ཰ԽɺϦεΫͷ௿ݮɺมߋ؅ཧͱ؂ࠪτϨʔαϏϦςΟͷ޲্Λ࣮ݱ͠·
    ͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ϙϦγʔͷ࡞੒ ॳظతͳϦιʔεϝτϦοΫΛఆٛ͠ɺσʔλͷऩूΛ։࢝͠·͢ɻ
    ίϯϓϥΠΞϯε खಈ·ͨ͸γϯϓϧͳεΫϦϓτΛ༻͍ͯɺॳظ؂ࠪΛߦ͍·͢ɻ

    View Slide

  43. 1PMJDZc-FWFM
    w ֓ཁ
    w 4-"͕ఆٛ͞ΕͨϙϦγʔͱճ෮ʹ͍ͭͯ۩ମԽ͞ΕΔ͜ͱͰɺαʔϏεͷ඼࣭ͱ৴པੑ
    ͷ޲্ɺސ٬ຬ଍౓ͷ޲্͕࣮ݱ͞Ε·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ϙϦγʔͷ࡞੒ Ϗδωεχʔζʹج͍ͮͨΧελϜϙϦγʔΛ࡞੒͠ɺྫ֎Λ࠷খݶʹ཈͑·͢ɻ
    ίϯϓϥΠΞϯε
    ϙϦγʔπʔϧΛ֦ு͠ɺτϥϑΟοΫϓϩΩγɺαʔϏεϝογϡɺϝοηʔδόεɺ-JOVY
    ͳͲΛؚΉΞϓϦέʔγϣϯʹର৅Λ޿͛·͢ɻ͜Ε͸ϙϦγʔ؅ཧͷൣғΛ޿͛Δ΋ͷͷɺએ
    ݴతͳߏ੒Λ༻͍ͯϙϦγʔΛ੍ޚ͢Δ͜ͱ͕ՄೳͰ͢ɻ

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  44. 1PMJDZc-FWFM
    w ֓ཁ
    w ֶशʹج͖ͮϙϦγʔΛਫ਼៛Խ͠ɺػցֶशͳͲΛ༻͍ͯݕग़ͱରԠΛਐΊΔ͜ͱʹΑ
    ΓɺϙϦγʔͷվળͱ࠷దԽɺݕग़ͱରԠͷࣗಈԽɺϦΞϧλΠϜͷରԠೳྗͷ޲্ɺΤ
    ϥʔϨεϙϯεͷ࠷దԽ͕࣮ݱ͞Ε·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ϙϦγʔͷ࡞੒ Ϗδωεχʔζʹج͍ͮͨΧελϜϙϦγʔΛ࡞੒͠ɺྫ֎Λ࠷খݶʹ཈͑·͢ɻ
    ίϯϓϥΠΞϯε
    ϙϦγʔπʔϧΛ֦ு͠ɺτϥϑΟοΫϓϩΩγɺαʔϏεϝογϡɺϝοηʔδόεɺ-JOVY
    ͳͲΛؚΉΞϓϦέʔγϣϯʹର৅Λ޿͛·͢ɻ͜Ε͸ϙϦγʔ؅ཧͷൣғΛ޿͛Δ΋ͷͷɺએ
    ݴతͳߏ੒Λ༻͍ͯϙϦγʔΛ੍ޚ͢Δ͜ͱ͕ՄೳͰ͢ɻ

    View Slide

  45. 5FDIOPMPHZ

    View Slide

  46. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ॳظஈ֊Ͱ͸ɺ৽ͨʹ,VCFSOFUFTΛಋೖ͠ɺࢼߦతʹ׆༻͍ͯ͠·͢ɻ͜ͷஈ֊ͷओཁͳ໨ඪ͸ϕ
    ʔεϥΠϯςΫϊϩδʔͷ࣮૷Ͱ͋ΓɺࣗಈԽͷൣғ͸·ͩݶఆతͰ͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΠϯϑϥετϥΫνϟ Ϗδωεχʔζʹج͍ͮͨΧελϜϙϦγʔΛ࡞੒͠ɺྫ֎Λ࠷খݶʹ཈͑·͢ɻ
    ίϯςφͱ

    ϥϯλΠϜͷ؅ཧ
    ϙϦγʔπʔϧΛ֦ு͠ɺτϥϑΟοΫϓϩΩγɺαʔϏεϝογϡɺϝοηʔδόεɺ-JOVY
    ͳͲΛؚΉΞϓϦέʔγϣϯʹର৅Λ޿͛·͢ɻ͜Ε͸ϙϦγʔ؅ཧͷൣғΛ޿͛Δ΋ͷͷɺએ
    ݴతͳߏ੒Λ༻͍ͯϙϦγʔΛ੍ޚ͢Δ͜ͱ͕ՄೳͰ͢ɻ
    ΞϓϦέʔγϣϯͷύλʔϯ
    ͱϦϑΝΫλϦϯά
    $MPVE/BUJWFͷऔΓ૊ΈΛϚΠΫϩαʔϏεΞϓϦέʔγϣϯ͔Β࢝ΊɺඞཁʹԠͯ͡ϞϊϦ
    γοΫΞϓϦέʔγϣϯʹରͯ͠΋ࢼΈ·͢ɻΞϓϦέʔγϣϯͷ۩ମతͳ࢟Λཧղ͢ΔͨΊ
    ʹɺϚΠΫϩαʔϏεͷύλʔϯͱΞʔΩςΫνϟΛ֬ೝ͠·͢ɻ

    View Slide

  47. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ॳظஈ֊Ͱ͸ɺ৽ͨʹ,VCFSOFUFTΛಋೖ͠ɺࢼߦతʹ׆༻͍ͯ͠·͢ɻ͜ͷஈ֊ͷओཁͳ໨ඪ͸ϕ
    ʔεϥΠϯςΫϊϩδʔͷ࣮૷Ͱ͋ΓɺࣗಈԽͷൣғ͸·ͩݶఆతͰ͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΞϓϦέʔγϣϯͷ

    ϦϦʔεͱӡ༻
    Ϋϥελͷ؅ཧͱΞϓϦέʔγϣϯͷϦϦʔε͓Αͼల։ͷ؅ཧ͸ҟͳΓ·͕͢ɺଟ͘ͷख๏ͱ
    πʔϧ͸ڞ௨͍ͯ͠·͢ɻॳظஈ֊Ͱ͸ɺLVCFDUMͱ,VTUPNJ[FΛ࢖༻ͨ͠σϓϩΠʹऔΓ૊Έ
    ·͢ɻ
    ηΩϡϦςΟͱ

    ϙϦγʔ
    ҆શͳ$*$%ύΠϓϥΠϯΛ·͍ͩ࣋ͬͯͳ͍৔߹͸ɺߏஙΛ։͍࢝ͯͩ͘͠͞ɻݱࡏԾ૝Ϛ
    γϯͰߦ͍ͬͯΔ͜ͱ͸ɺকདྷతʹ͸·ͬͨ͘ҟͳΔ΋ͷʹͳΔ͜ͱΛ๨Εͳ͍Ͱ͍ͩ͘͞ɻ
    ςετͱ໰୊ͷݕग़
    ςετ͸ओʹखಈͰߦ͍ɺωοτϫʔΫ઀ଓͱΞϓϦέʔγϣϯͷσϓϩΠϝϯτΛ֬ೝ͠·
    ͢ɻεϞʔΫςετͱ6"5 6TFS"DDFQUBODF5FTUJOHʣςετΛ࣮ࢪ͠·͢ɻ

    View Slide

  48. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ࢲͨͪ͸ຊ൪؀ڥ΁ͷҠߦΛ։࢝͠·͢ɻॳظͷج൫ߏங͔Β࢝ΊɺҰาҰาɺຊ൪؀ڥ΁ͱεςοϓΞοϓ͖ͯ͠·ͨ͠ɻ͜ͷ
    ஈ֊Ͱ͸ɺ؂ࢹͱՄ؍ଌੑΛ૊ΈࠐΉඞཁ͕͋Γɺ·ͨϦιʔεͱӡ༻ೳྗΛ֬อ͢Δ͜ͱͰɺΞϓϦέʔγϣϯΛຊ൪؀ڥͰద
    ੾ʹӡ༻͢Δ४උΛ͠·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΠϯϑϥετϥΫνϟ
    ΠϯϑϥετϥΫνϟ͸طʹຊ൪؀ڥͷج४Λຬ͍ͨͯ͠Δ͸ͣͰ͢ɻ͜͜Ͱ͸ɺΑΓେن໛ͳ
    Ϋϥελͷ؅ཧɺෳ਺ͷΫϥελͷ؅ཧɺΫϥελͷϑΣσϨʔγϣϯɺ·ͨ͸ΦϯϓϨϛεͱ
    Ϋϥ΢υؒͰͷϋΠϒϦουΫϥελͷ؅ཧΛ࢝ΊΔ͔΋͠Ε·ͤΜɻ
    ίϯςφͱ

    ϥϯλΠϜͷ؅ཧ
    ຊ൪؀ڥͰͷӡ༻ʹऔΓ૊ΉதͰɺηΩϡϦςΟ΍ϙϦγʔ؅ཧɺϫʔΫϩʔυͷߏ੒ϛεͳͲ
    Λద੾ʹରԠͰ͖ΔΑ͏ʹ͢ΔͨΊɺڧݻͳج൫Λங͘πʔϧΛ୳ٻ͠·͢ɻ·ͨɺίϯςφͷ
    ηΩϡϦςΟอશͷͨΊͷॏཁͳϓϥΫςΟεͷ࣮૷ʹ஫ྗ͠·͢ɻ
    ΞϓϦέʔγϣϯͷύλʔϯ
    ͱϦϑΝΫλϦϯά
    ຊ൪؀ڥͰͷ࡞ۀ͕࢝·Γɺ࠷ॳͷ"1*Λެ։͠·͢ɻϚΠΫϩαʔϏεΞϓϩʔνΛऔΔ৔߹
    ΍طଘΞϓϦέʔγϣϯͷϦϑτɾΞϯυɾγϑτʹదͨ͠ύλʔϯΛ୳ٻ͢ΔͳͲɺϑϨʔϜ
    ϫʔΫͷ੔උΛݕ౼͠·͢ɻ

    View Slide

  49. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ຊ൪؀ڥʹҠߦ͠·͢ɻ؂ࢹ΍Մ؍ଌੑΛ޲্ͤ͞ɺຊ൪؀ڥͰΞϓϦέʔγϣϯΛ࣮ߦ͠ɺඞཁͳ
    ϦιʔεͱೳྗΛ֬อ͠·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΞϓϦέʔγϣϯͷ

    ϦϦʔεͱӡ༻
    ΠϯϑϥετϥΫνϟ͸طʹຊ൪؀ڥͷج४Λຬ͍ͨͯ͠Δ͸ͣͰ͢ɻ͜͜Ͱ͸ɺΑΓେن໛ͳ
    Ϋϥελͷ؅ཧɺෳ਺ͷΫϥελͷ؅ཧɺΫϥελͷϑΣσϨʔγϣϯɺ·ͨ͸ΦϯϓϨϛεͱ
    Ϋϥ΢υؒͰͷϋΠϒϦουΫϥελͷ؅ཧΛ࢝ΊΔ͔΋͠Ε·ͤΜɻ
    ηΩϡϦςΟͱ

    ϙϦγʔ
    ϥϯλΠϜͷ҆ఆੑͱηΩϡϦςΟ͕֬อ͞Ε͍ͯΔ৔߹ɺෳ਺ͷϥϯλΠϜΛ࢖༻͢Δ͜ͱΛ
    ݕ౼͢Δ͔΋͠Ε·ͤΜɻ͜Εʹ͸ɺΑΓܰྔͳϥϯλΠϜ΍ಛఆͷ༻్ʹ࠷దԽ͞Εͨϥϯλ
    ΠϜؚ͕·Ε·͢ɻ
    ςετͱ໰୊ͷݕग़
    ͜ͷஈ֊Ͱ͸ɺ$MPVE/BUJWFΞϓϦέʔγϣϯͷ֦େͱෳࡶੑͷ૿େʹରԠ͢ΔͨΊʹɺΑΓ
    ਐԽͨ͠ύλʔϯͱϑϨʔϜϫʔΫΛධՁ͠·͢ɻ͜Εʹ͸ɺϚΠΫϩαʔϏεɺαʔόʔϨ
    εɺΠϕϯτۦಈΞʔΩςΫνϟͳͲؚ͕·Ε·͢ɻ

    View Slide

  50. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w εέʔϦϯάͱඪ४Խ͞Εͨπʔϧͷಋೖ͕ߦΘΕ·͢ɻ·ͨɺ૊৫શମ͔Βͷࢧ࣋΋ߴ·Γɺຊ൪
    ؀ڥͰͷධՁɺ࣮૷ɺ࣮ߦʹॏ఺͕ஔ͔Ε·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΠϯϑϥετϥΫνϟ
    Ϋϥ΢υΠϯϑϥετϥΫνϟ΁ͷ৴པΛߏங͠ɺΠϯϑϥετϥΫνϟͷಈ࡞ΛՄࢹԽ͠·
    ͢ɻ؂ࢹ΍ΞϥʔτͳͲͷػೳ։ൃ͕ॏࢹ͞ΕɺΫϥελϦιʔεͷϝτϦΫεΛऔΓࠐΉ͜ͱ
    ͕ٻΊΒΕ·͢ɻຊ൪؀ڥͰͷ໰୊ղܾʹ͸ނোͨ͠ίϯϙʔωϯτͷަ׵͕ߦΘΕɺ
    ,VCFSOFUFT͕ΠϯϑϥετϥΫνϟͷ؅ཧʹར༻͞Ε·͢ɻ
    ίϯςφͱ

    ϥϯλΠϜͷ؅ཧ
    εέʔϦϯάͱͱ΋ʹෳ਺ͷ,VCFSOFUFTΫϥελΛ؅ཧ͢ΔͨΊͷՄࢹԽ͕ॏཁʹͳΓ·͢ɻ
    ࣗಈεΩϟϯ΍ϥϯλΠϜͷՄ؍ଌੑΛఏڙ͢ΔҰ؏ͨ͠πʔϧ͕ٻΊΒΕɺ͜ΕʹԠͯ͡Ξϥ
    ʔτ΍μογϡϘʔυ͕഑ஔ͞Ε·͢ɻ
    ΞϓϦέʔγϣϯͷύλʔϯ
    ͱϦϑΝΫλϦϯά
    ૊৫͸αʔϏεࢦ޲ʹҠߦ͠ɺϚΠΫϩαʔϏε͕Ұൠతʹ࠾༻͞Ε͍ͯ·͢ɻ

    View Slide

  51. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w εέʔϦϯάͱඪ४Խ͞Εͨπʔϧͷಋೖ͕ߦΘΕ·͢ɻ·ͨɺ૊৫શମ͔Βͷࢧ࣋΋ߴ·Γɺຊ൪
    ؀ڥͰͷධՁɺ࣮૷ɺ࣮ߦʹॏ఺͕ஔ͔Ε·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΞϓϦέʔγϣϯͷ

    ϦϦʔεͱૢ࡞
    Ұ؏ੑͷॏࢹ͔Βɺ)FMNνϟʔτΛ࢖ͬͨΞϓϦέʔγϣϯϦϦʔε͕ߦΘΕΔΑ͏ʹͳΓ·
    ͢ɻ·ͨɺ(JU0QT΁ͷऔΓ૊Έ΋࢝·ΓɺϦϦʔεͱӡ༻Λ؅ཧ͢Δίϯτϩʔϥʔ͕ಋೖ͞
    Ε·͢ɻ
    ηΩϡϦςΟͱ

    ϙϦγʔ
    ίʔυͱͯ͠ͷϙϦγʔ͕ηΩϡϦςΟͷڧԽͱࣗಈԽʹ༻͍ΒΕɺσϓϩΠͷΨʔυϨʔϧΛ
    ઃఆ͠·͢ɻؔ࿈͢ΔαʔυύʔςΟʔͷϕϯνϚʔΫͱඪ४͕࠾༻͞Εɺҟৗ΍ڴҖΛݕग़͢
    Δٕज़ͷಋೖ΋ݕ౼͞Ε·͢ɻ
    ςετͱ໰୊ͷݕग़ ܦݧΛجʹɺຊ൪؀ڥͰͷ࣮૷ͱΦϒβʔόϏϦςΟػೳͷߏங͕ਐΊΒΕ·͢ɻ

    View Slide

  52. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w νʔϜ͸؀ڥΛ׬શʹ੍ޚ͠ɺࣗ৴ΛਂΊ͍ͯ·͢ɻ૊৫શମͷ$MPVE/BUJWF΁ͷίϛοτϝϯτ
    ͕ಘΒΕɺޮՌతʹ੒௕ΛՃ଎͍ͤͯ͞·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΠϯϑϥετϥΫνϟ
    ,VCFSOFUFTͱͦͷ"1*͸೔ৗతͳ΋ͷͱͳΓɺΠϯϑϥετϥΫνϟͱ*B$πʔϧΛ࢖༻ͯ͠Ϋ
    ϥελͷσϓϩΠͱϥΠϑαΠΫϧ؅ཧΛߦ͍ͬͯ·͢ɻ͞ΒʹɺϓϥοτϑΥʔϜ੍ޚͷߴ౓
    Խʹ޲͚ͨऔΓ૊Έ͕ߦΘΕ͍ͯ·͢ɻ
    ίϯςφͱ

    ϥϯλΠϜͷ؅ཧ
    σʔλιʔεͷ౷߹ͱΞϥʔτͷ࣮૷͕ਐΜͰ͓ΓɺϥϯλΠϜͱૢ࡞ʹؔ͢ΔϑΟʔυόοΫ
    ϧʔϓ͕׬੒͍ͯ͠·͢ɻ͜ΕʹΑΓɺ༧ظ͠ͳ͍Πϕϯτʹਝ଎ʹରԠͰ͖ΔΑ͏ʹͳ͍ͬͯ
    ·͢ɻ
    ΞϓϦέʔγϣϯͷύλʔϯ
    ͱϦϑΝΫλϦϯά
    ϚΠΫϩαʔϏε͕ΞϓϦέʔγϣϯͷਪ঑ύλʔϯͱͳΓɺ"1*ͷ࢖༻͕૊৫಺Ͱ֦େ͍ͯ͠
    ·͢ɻ͜ΕʹΑΓɺσʔλΛΑΓ؆୯ʹར༻͢Δ͜ͱ͕ՄೳʹͳΓ·ͨ͠ɻ

    View Slide

  53. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w νʔϜ͸؀ڥΛ׬શʹ੍ޚ͠ɺࣗ৴ΛਂΊ͍ͯ·͢ɻ૊৫શମͷ$MPVE/BUJWF΁ͷίϛοτϝϯτ
    ͕ಘΒΕɺޮՌతʹ੒௕ΛՃ଎͍ͤͯ͞·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΞϓϦέʔγϣϯͷ

    ϦϦʔεͱૢ࡞
    (JU0QTΦϖϨʔλʔΛ࢖༻ͯ͠ΞϓϦέʔγϣϯͷσϓϩΠϝϯτΛߦ͍ɺϑΟʔυόοΫϧʔ
    ϓ͕଎΍͔ʹด͡ΒΕΔΑ͏౒Ί͍ͯ·͢ɻ
    ηΩϡϦςΟͱ

    ϙϦγʔ
    ຊ൪؀ڥ΁ͷϙϦγʔద༻ͱͦͷνϡʔχϯά͕ਐΜͰ͍·͢ɻ
    ςετͱ໰୊ͷݕग़
    ຊ൪؀ڥ͕ෳࡶԽ͢ΔʹͭΕͯɺ໰୊ͷमਖ਼ʹ͸ΞϓϦέʔγϣϯ͚ͩͰͳ͘ɺϙϦγʔ΍Πϯ
    ϑϥετϥΫνϟͷௐ੔͕ඞཁʹͳ͍ͬͯ·͢ɻ໰୊͸ΞϓϦέʔγϣϯશମͰूܭ͞Εɺ܏޲
    Λ൑அ͢Δ͜ͱͰɺमਖ਼ાஔ͕ਐΊΒΕ͍ͯ·͢ɻ

    View Slide

  54. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ϨϕϧͰ͸ɺػೳతɾඇػೳతͳྖҬͷࣗಈԽʹूத͍ͯ͠·͢ɻ0QFSBUPS͕ۀ຿Λ୅ߦ͠ɺશ
    ମతͳӡ༻͕׬શʹࣗಈԽ͞Ε͍ͯ·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΠϯϑϥετϥΫνϟ
    ιϑτ΢ΣΞͱπʔϧΛ༻͍ͯΠϯϑϥετϥΫνϟͷϥΠϑαΠΫϧશମΛ؅ཧ͍ͯ͠·͢ɻ
    ϏϧυɺΞοϓάϨʔυɺσίϛογϣχϯά͸͢΂ͯίʔυʹΑ࣮ͬͯߦ͞Ε͍ͯ·͢ɻ
    ίϯςφͱ

    ϥϯλΠϜͷ؅ཧ
    Πϕϯτ΁ͷରԠ͕ࣗಈԽ͞Ε͓ͯΓɺ͢΂ͯͷηΩϡϦςΟσʔλ͕ҰͭͷதԝϦϙδτϦʹ
    ֨ೲ͞Ε͍ͯ·͢ɻϓϥοτϑΥʔϜ͸ΠϕϯτʹରԠ͢ΔೳྗΛ༗͍ͯ͠·͢ɻ
    ΞϓϦέʔγϣϯͷύλʔϯ
    ͱϦϑΝΫλϦϯά
    ৽͍͠ΞϓϦέʔγϣϯ͸ɺಛผͳཁ݅ʢඇৗʹ௿͍ϨΠςϯγʔͳͲʣ͕ͳ͍ݶΓ$MPVE
    /BUJWFͰ࡞ΒΕ·͢ɻ·ͨɺ࣮੷ͷ͋ΔϓϩηεΛ༻͍ͯɺطଘͷΞϓϦέʔγϣϯϙʔτϑ
    ΥϦΦΛ$MPVE/BUJWFϓϥοτϑΥʔϜʹΦϯϘʔυ͢Δ͜ͱ͕ߟྀ͞Ε͍ͯ·͢ɻ

    View Slide

  55. 5FDIOPMPHZc-FWFM
    w ֓ཁ
    w ϨϕϧͰ͸ɺػೳతɾඇػೳతͳྖҬͷࣗಈԽʹूத͍ͯ͠·͢ɻ0QFSBUPS͕ۀ຿Λ୅ߦ͠ɺશ
    ମతͳӡ༻͕׬શʹࣗಈԽ͞Ε͍ͯ·͢ɻ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM
    ΞϓϦέʔγϣϯͷ

    ϦϦʔεͱӡ༻
    (JU0QTͷΦϖϨʔλʔͱίϯτϩʔϧ͕׬શʹຊ൪؀ڥʹҠߦ͓ͯ͠Γɺ

    ϦϦʔεͱӡ༻ͷϫʔΫϑϩʔ͸(JU಺ʹஔ͔Ε͍ͯ·͢ɻ
    ηΩϡϦςΟͱ

    ϙϦγʔ
    ৽͍͠ཁ݅ʹैͬͯܧଓతʹ࠷దԽͱௐ੔͕ߦΘΕɺৗʹมԽ͢ΔڴҖ؀ڥʹରԠ͍ͯ͠·͢ɻ
    ϙϦγʔʹର͢Δྫ֎͸࠷খݶʹ཈͑ΒΕɺ໌֬ʹ؅ཧ͞Ε͍ͯ·͢ɻڴҖͷݕग़ʹ͸ػցֶश
    ͕༻͍ΒΕΔ͜ͱ͕͋Γ·͢ɻ
    ςετͱ໰୊ͷݕग़
    ຊ൪؀ڥ΁ͷҠߦʹ͓͚ΔϛεΛະવʹ๷͙ͨΊʹɺ

    ໰୊ରԠͷࣗಈԽΛ͞Βʹ࠷దԽ͍ͯ͠·͢ɻ

    View Slide

  56. #VTJOFTT0VUDPNFT

    View Slide

  57. #VTJOFTT0VUDPNFTc-FWFM
    w छ͖ࣘͱ੒Ռ֬ೝϑΣʔζ
    w $MPVE/BUJWF੒ख़౓ϞσϧͷϨϕϧͰ͸ɺجૅతͳઃܭͱ࣮૷Λߦ͍ɺ

    ॳظͷ੒ޭମݧΛಘΔ
    w ओͳ໨ඪ͸$MPVE/BUJWF͕ΞϓϦέʔγϣϯվળʹͲͷΑ͏ʹߩݙ͢Δ͔Λࣔ͢
    w ,1*ͷઃఆͱୡ੒౓ͷଌఆํ๏Λܾఆ
    w $MPVE/BUJWFʹΑΔϏδωε্ͷརӹΛධՁ͠ɺؔ܎ऀʹ݁ՌΛ఻ୡ
    w ,1*ͷྫίετ࡟ݮɺ։ൃ࣌ؒͷ୹ॖɺ৴པੑͷ޲্
    w ΤϯδχΞϦϯάϦʔμʔɺΞϓϦέʔγϣϯΦʔφʔɺ$&0ɺऔక໾ձͱͷ੒Ռͷڞ
    ༗ɺཧղͱڠྗͷ֫ಘ͕ॏཁ
    w ࣍ͷஈ֊΁ͷऔΓ૊ΈධՁͱ൓ରҙݟͷ؅ཧͷͨΊɺ͜ΕΒͷεςοϓ͸ॏཁ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM

    View Slide

  58. #VTJOFTT0VUDPNFTc-FWFM
    w ҠߦϑΣʔζͱ౤ࢿظؒ
    w ΞϓϦέʔγϣϯ܈͸׬શʹ$MPVE/BUJWFͷπʔϧͱख๏ʹҠߦ
    w Ϗδωε͸$MPVE/BUJWFͷϝϦοτΛධՁ͢ΔೳྗΛ࣋ͭ
    w ϨϕϧͰཱ֬ͨ͠,1*Λ༻͍ͯ੒ޭΛଌఆ͠ɺεςʔΫϗϧμʔʹใࠂ
    w য఺͸ຊ൪؀ڥ΁ͷҠߦɺςΫϊϩδʔͷඪ४ԽɺϙϦγʔͷ࣮૷
    w ։ൃɺηΩϡϦςΟɺӡ༻ͷ֤νʔϜ͕ۀ຿ޮ཰ԽΛ࣮ݱ͢Δ൓෮Մೳͳύλʔϯ͕ੜ·ΕΔ
    w ͜ͷஈ֊Ͱ͸౤ࢿऩӹ཰͸·ͩ௿͍Մೳੑ͕͋Δ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM

    View Slide

  59. #VTJOFTT0VUDPNFTc-FWFM
    w εέʔϥϒϧӡ༻ͱػೳڧԽ
    w $MPVE/BUJWF੒ख़౓ϞσϧͷϨϕϧͰ͸ɺνʔϜͷೳྗ޲্ͱن໛ͷ֦େ
    w ηΩϡϦςΟɺޮ཰ɺ৴པੑͷڧԽͱఆٛ͞ΕͨεέʔϦϯάϓϩηεͷ࣮૷
    w αʔϏεͱΞϓϦέʔγϣϯͷվળɺϏδωε͸ӡ༻ͷεέʔϥϏϦςΟΛೝࣝ
    w ϞχλϦϯάͷ࣮૷ͱϦιʔε࢖༻ঢ়گͷಎ࡯
    w $MPVE/BUJWFͷॊೈੑͱεέʔϥϏϦςΟΛ֬ೝͰ͖Δঢ়ଶൺֱ
    w ओͳڧԽϙΠϯτ
    w *OGSBTUSVDUVSFBT$PEF *B$
    αʔόʔͷਝ଎ͳσϓϩΠɺࢢ৔౤ೖ࣌ؒͷ୹ॖ
    w ηΩϡϦςΟ߈ܸͷ؂ࢹϦεΫͱσʔλ౪೉ͷ௿ݮ
    w Մ؍ଌੑʢϩΪϯάɺϝτϦοΫɺτϨʔεʣΞϓϦέʔγϣϯͷಈ࡞΍Ϗδωεχʔζ΁ͷਝ଎ͳରԠɺ

    ΧελϚʔΤΫεϖϦΤϯεͷ޲্
    w ࠶ར༻ੑͷ޲্ίϯϙʔωϯτͷ࠶ར༻ɺϒϥϯυҰ؏ੑͱػೳඪ४Խɺސ٬ͷֶशۂઢͷ௿Լ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM

    View Slide

  60. #VTJOFTT0VUDPNFTc-FWFM
    w ৼΓฦΓͷϑΣʔζ
    w શମతͳηΩϡϦςΟɺϙϦγʔɺΨόφϯεͷվળʹয఺
    w $MPVE/BUJWFͷ஌ࣝΛϏδωε໨ඪʹద༻
    w ཱ֬ͨ͠ϓϩτίϧɺखॱɺίϯϓϥΠΞϯεඪ४ͷద༻
    w $MPVE/BUJWFͱඇ$MPVE/BUJWFΞϓϦͷൺֱ
    w ίϯϓϥΠΞϯεɺηΩϡϦςΟɺύϑΥʔϚϯεɺίετʹؔ͢ΔৄࡉϨϙʔτ
    w ଞͷΞϓϦέʔγϣϯͷҠߦ։࢝ͱՁ஋ೝࣝͷਂԽ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM

    View Slide

  61. #VTJOFTT0VUDPNFTc-FWFM
    w పఈతͳ࠷దԽϑΣʔζ
    w ਓؒɺϓϩηεɺϙϦγʔɺςΫϊϩδʔͷ֤ଆ໘Ͱͷେن໛ͳมԽ
    w Ϗδωε໘ɿଌఆՄೳͳ໌֬ͳ݁ՌΛ௨ͯ͡ɺ

    Ϗδωε໨ඪͷୡ੒ΛϦʔμʔγοϓνʔϜʹࣔ͢
    w ίετͱύϑΥʔϚϯεࢦඪʹର͢Δܧଓతͳ࠷దԽ
    w $MPVE/BUJWFΠϯϑϥͱΞϓϦέʔγϣϯͷઈ͑ͣਐߦ͢Δ࠷దԽϓϩηε
    w ओͳϏδωε੒Ռɿཱ֬͞Εͨ໨ඪʹର͢Δܧଓతͳ࠷దԽͷਐߦΛ௥੻͢Δೳྗ

    IUUQTNBUVSJUZNPEFMDODGJPMFWFM

    View Slide

  62. 1MBUGPSNͱͯ͠

    $MPVE/BUJWFͷ࣮૷

    View Slide

  63. 1MBUGPSNͷ൵ܶΛ๷͙ʹ͸ʁ
    ྫ͑͹ɺૉ੖Β͍͠ਓͷੌ࿹ΤϯδχΞ͕ϓϩηε΋ϙϦγʔ΋
    ੔උͯ͘͠Εٕͯज़తͳ՝୊΋શͯղܾͯ͘͠Ε͕ͨਓʑ͸্खʹ
    ࢖͑ͳ͍͠Ϗδωεతͳ߹ҙ΋ͳ͍γεςϜʹՁ஋͕͋Δ͔ʁ

    -FWFM#VJME
    -FWFM0QFSBUF
    -FWFM4DBMF
    -FWFM*NQSPWF
    -FWFM0QUJNJ[F
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT
    1FPQMF 1SPDFTT 1PMJDZ 5FDIOPMPHZ
    #VTJOFTT
    0VUDPNFT

    View Slide

  64. ൵ܶతͳγεςϜͷ࿩
    wՁ஋ͷͳ͍൵͍͠γεςϜ
    w ࠷ॳ͸Ϣʔβʔ΋গͳ͘γεςϜ΋

    ҆ఆͤͣՁ஋ΛੜΈग़ͤͳ͍
    w γεςϜͷՁ஋͕௿͚Ε͹ɺ

    Ϣʔβʔ͸ͦΕΛར༻͠ͳ͍
    w Ձ஋͕ͳ͍΋͘͠͸෼͔Βͳ͍΋ͷ͸

    બ୒Ͱ͖Δ༨஍͕͋Ε͹࢖ΘΕͳ͍
    w γεςϜʹϢʔβʔ͕͍ͳ͚Ε͹

    Ձ஋͕ͳ͍ͷͰ౤ࢿ͞Εͳ͍

    Ϣʔβʔ
    IUUQTCPPLQMVTOJLLFJDPNBUDMDBUBMPH
    ωοτϫʔΫɾΤϑΣΫτ ࣄۀͱϓϩμΫτʹ͔ܽͤͳ͍ڧྗͰॏཁͳϑϨʔϜϫʔΫ

    View Slide

  65. $MPVE/BUJWF͍͚ͨͩ͠ʹͳ͍ͬͯͳ͍͔ʁ

    IUUQTTQFBLFSEFDLDPNKBDPQFOQMBUGPSNFOHJOFFSJOHIFOP[IBPEBJ
    Platform Engineering΁ͷট଴
    w୭ʹͱͬͯͷՁ஋͕ੜ·ΕΔͷ͔ʁ
    w ϏδωεϦʔμʔʹͱͬͯ͸ɺ$MPVE/BUJWFʹΑΔޮ཰తͳϦι
    ʔεར༻΍ਝ଎ͳػೳఏڙʹΑΔऩӹ૿Ճ͕Ձ஋ͱͳΓ·͢ɻ
    w ։ൃνʔϜʹͱͬͯ͸ɺࣗಈԽ͞Εͨϓϩηε΍ܧଓతͳσϦόϦ
    ʔʹΑΔ։ൃޮ཰ͷ޲্͕Ձ஋ͱͳΓ·͢ɻ
    w Ϣʔβʔʹͱͬͯ͸ɺߴ͍ύϑΥʔϚϯε΍৴པੑͷ޲্ʹΑΔ༏
    ΕͨϢʔβʔΤΫεϖϦΤϯε͕Ձ஋ͱͳΓ·͢ɻ
    wՁ஋Λ۩ମԽ͢Δ
    w Ձ஋Λ۩ମԽ͢ΔͨΊʹɺ,1*ʢ,FZ1FSGPSNBODF
    *OEJDBUPSTʣΛઃఆ͠·͠ΐ͏ɻ͔͠͠ɺૣ͗͢Δ,1*ͷ࡞੒͸
    ੒௕Λ્֐͢ΔՄೳੑ΋͋Γ·͢ɻ
    w ྫ͑͹ɺΠϯϑϥετϥΫνϟͷ࠷దԽʹΑΔίετ࡟ݮɺ։ൃί
    ετͷ࡟ݮɺࣗಈԽʹΑΔ࡞ۀޮ཰ͷ޲্ͳͲ͕ߟ͑ΒΕ·͢ɻ
    w ·ͨɺηΩϡϦςΟͷڧԽ΍ίϯϓϥΠΞϯεͷ֬อɺސ٬ຬ଍౓
    ͷ޲্ͳͲ΋ॏཁͳՁ஋ͱͳΓ·͢ɻ
    ϏδωεϦʔμʔ
    1MBUGPSN
    $IBNQJPO
    ։ൃऀ
    Ϣʔβʔ
    Ձ஋͸ʁ

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  66. lͲ͏΍ͬͯz͚ͩͰ͸ͳ͘z୭ʹzzԿΛz͕େࣄʹͳΔ

    wεςʔΫϗϧμʔ΁ͷ఻ୡͱύʔτφʔγοϓ
    w Ձ஋Λ໌֬Խ͠ɺεςʔΫϗϧμʔ΁ద੾ʹ఻ୡ͢Δॏཁੑ
    w ΤϯδχΞϦϯάϦʔμʔγοϓɺϏδωεΦʔφʔɺ$&0ɺ
    औక໾ձͱͷੵۃతͳٞ࿦Λ௨ͯ͡ϏδωεΞ΢τΧϜΛઆ໌
    w ύʔτφʔγοϓΛ௨ͯ͡εςʔΫϗϧμʔͱͷڞ௨ཧղͱ߹
    ҙΛܗ੒
    w ڞ௨ཧղͱ߹ҙ͸Ϋϥ΢υωΠςΟϒ΁ͷ੒ख़౓Λ࣍ͷஈ֊΁
    ਐΊΔ
    wܧଓతͳධՁͱվળ
    w Ձ஋ͷධՁͱվળ͸ܧଓతͳϓϩηεͰ͢ɻ
    w ఆظతͳϞχλϦϯά΍ϑΟʔυόοΫΛ௨ͯ͡ɺઃఆͨ͠
    ,1*ͷୡ੒ঢ়گΛධՁ͠ɺඞཁͳमਖ਼΍վળΛߦ͍·͠ΐ͏ɻ
    w εςʔΫϗϧμʔͱͷ࿈ܞΛอͪͳ͕ΒɺΫϥ΢υωΠςΟϒ
    ͳ؀ڥͰͷ࣋ଓతͳ੒ՌΛ௥ٻ͍͖ͯ͠·͠ΐ͏ɻ
    Ϣʔβʔ
    1MBUGPSN
    $IBNQJPO
    ։ൃऀ
    ϏδωεϦʔμʔ
    ܧଓతͳධՁͱվળ
    Ձ஋Λ໌֬ʹ͠ɺ఻͑Δඞཁੑ

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  67. 1MBUGPSNʹͨ͘͠ͳΔ

    1MBUGPSN&OHJOFFSJOHʹؔͯ͠͸ఆ͕ٛ౷Ұ͞Ε͓ͯΒͣɺ

    ਓʹΑͬͯඍົʹදݱ͕มΘΔͱ͍͏ঢ়ଶͰ͢ɻ
    Ϣʔβʔ
    wॏཁͳ΋ͷ͸͍͔ͭ1MBUGPSNʹ
    w γεςϜΛͨ͘͞ΜͷϢʔβʔ͕ར༻͍ͯ͠Δ৔߹ʹ͸୭͔
    ͕γεςϜʹՁ஋Λݟग़͠·͢ɻ
    w ͍ͣΕ͸"1*Λ௥Ճͯ͠ɺϢʔβʔͷҰ෦͕ଞͷʮγες
    ϜʯʹͳͬͨΒɺͦΕ͸ϓϥοτϑΥʔϜΛಈ࡞͍ͤͯ͞Δ
    ͷͰ͋Γɺঢ়گ͸มԽ͠·͢
    w ϓϩμΫτ͕ϓϥοτϑΥʔϜͱͯ͠ಈ࡞͢ΔͳΒɺϢʔβ
    ʔ͕ମݧ͢Δ৴པੑ͸͋ͳ͕ͨߦ͏બ୒͚ͩͰܾ·ΔΘ͚
    Ͱ͸ͳ͘ͳΓ·͢ɻ৴པੑ͸ύʔτφʔγοϓʹͳΓ·͢
    w ͋ͳͨͷγεςϜ͕ଟ਺ͷϢʔβʔ΁ͷήʔτ΢ΣΠʹͳΕ
    ͹ɺެࣜͰ͋ΕඇެࣜͰ͋Ε݁Ռͱͯ͠ଟ͘ͷՁ஋ΛੜΈग़
    ͢͜ͱʹͳ͍͖ͬͯ·͢
    ࠷ॳ͔ΒͰ͸ͳͯ͘Α͍͕

    Ͳ͔͜Ͱ͸1MBUGPSNΛݟਾ͑Δ͜ͱ͕ඞཁ
    ύʔτφʔγοϓ
    IUUQTXXXBNB[PODPKQEQ##/-'+
    &.108&3&%ී௨ͷνʔϜ͕ฒ֎Εͨ੡඼ΛੜΈग़͢ϓϩμΫτϦʔμʔγοϓ

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  68. ·ͱΊ
    w$MPVE/BUJWF͸,VCFSFOFUFT͚ͩͰ͸ͳ͍Α
    w$MPVE/BUJWF੒ख़౓Ϟσϧʹ͋Δͭͷ੒ख़౓ͭͷྖҬ
    w 1FPQMF
    w 1SPDFTT
    w 1PMJDZ
    w 5FDIOPMPHZ
    w #VTJOFTT0VUDPNFT
    w$MPVE/BUJWFʹ͓͚Δ1MBUGPSNతͳߟ͑ํ

    w ͜ͷ࡞඼ͷதʹؚ·Εͯ͠·ͬͨ๫ྗతͳඳࣸʹ͍ͭͯɺࢹௌऀͷօ༷ʹ͸ਂ͓͘࿳ͼਃ্͛͠·͢ɻࢲͨͪͷҙਤͨ͠ϝοηʔδΛ఻͑ΔͨΊͷ࠷ળͷ
    खஈͰ͸ͳ͔ͬͨͱɺࠓʹͳͬͯ௧ײ͓ͯ͠Γ·͢ɻࠓޙ͸ΑΓߟྀਂ͘ɺͦΕͧΕͷγʔϯͷ಺༰Λબ୒͢ΔΑ͏౒Ί·͢ɻ

    View Slide

  69. ࢀߟࢿྉ
    w $MPVE/BUJWF.BUVSJUZ.PEFM
    w IUUQTNBUVSJUZNPEFMDODGJP
    w $MPVE/BUJWF5SBOTGPSNBUJPO
    w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXDMPVEOBUJWFUSBOTGPSNBUJPO
    w %FTJHO1BUUFSOTGPS$MPVE/BUJWF"QQMJDBUJPOT
    w IUUQTMFBSOJOHPSFJMMZDPNMJCSBSZWJFXEFTJHOQBUUFSOTGPS
    w *OUSPUPUIF$MPVE/BUJWF.BUVSJUZ.PEFM%BOJFMMF$PPL 4JNPO'PSTUFS 3PCCJF(MFOO+PIO'PSNBO
    w IUUQTZPVUVCFH"$'"E*:
    w 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά͕zβοΫϦzʮ͖ͬ͢Γʯ෼͔Δຊ(PPHMF͕࣮ફ͍ͯ͠Δ৽%FW0QTํ๏࿦
    w IUUQTXXXBNB[PODPKQEQ##;#:
    w 43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    w IUUQTXXXPSFJMMZDPKQCPPLT
    w αΠτϦϥΠΞϏϦςΟϫʔΫϒοΫ
    w IUUQTXXXPSFJMMZDPKQCPPLT

    View Slide

  70. ࢀߟࢿྉ
    w $MPVE/BUJWF੒ख़౓Ϟσϧ͕8FCެ։͞Ε·ͨ͠
    w IUUQTUFDICMPHBQDPNDPKQFOUSZ
    w 8IBUTUIF%J
    ff
    FSFODF#FUXFFO%FW0QTBOE43&
    w IUUQTZPVUVCFV5&-'G;WL
    w 4PMWJOH3FMJBCJMJUZ'FBSTXJUI4JUF3FMJBCJMJUZ&OHJOFFSJOH
    w IUUQTZPVUVCF;D;U6@5J'&.
    w 3FMJBCJMJUZ8IFO&WFSZUIJOH*TB1MBUGPSN8IZ:PV/FFEUP43&:PVS$VTUPNFST
    w IUUQTXXXVTFOJYPSHDPOGFSFODFTSFDPOBNFSJDBTQSPHSBNQSFTFOUBUJPOSFOTJO
    w 5IF)JTUPSZPG%FW0QT3FQPSUT
    w IUUQTXXXQVQQFUDPNSFTPVSDFTIJTUPSZPGEFWPQTSFQPSUT
    w &
    ff
    FDUJWF%FW0QT
    w IUUQTXXXPSFJMMZDPKQCPPLT
    w 1MBUGPSN&OHJOFFSJOH΁ͷট଴
    w IUUQTTQFBLFSEFDLDPNKBDPQFOQMBUGPSNFOHJOFFSJOHIFOP[IBPEBJ

    View Slide

  71. ࢀߟࢿྉ
    w 1MBUGPSN5FBNͱࣾ಺੓࣏ʙग़ͰΑɺ1MBUGPSN$IBNQJPOʙ1MBUGPSN5FBNBOE*OUFSOBM1PMJUJDT
    1MBUGPSN&OHJOFFSJOH.FFUVQ
    w IUUQTTQFBLFSEFDLDPNLFOPKJSJQMBUGPSNUFBNBOEJOUFSOBMQPMJUJDTQMBUGPSNFOHJOFFSJOHNFFUVQOVNCFS
    w 1MBUGPSN&OHJOFFSJOHBU.FSDBSJ
    w IUUQTTQFBLFSEFDLDPNUDOLTNQMBUGPSNFOHJOFFSJOHBUNFSDBSJ
    w &.108&3&%ී௨ͷνʔϜ͕ฒ֎Εͨ੡඼ΛੜΈग़͢ϓϩμΫτϦʔμʔγοϓ
    w IUUQTXXXBNB[PODPKQEQ##/-'+
    w ϓϩμΫτϚωδϝϯτͷ͢΂ͯࣄۀઓུɾ*5։ൃɾ69σβΠϯɾϚʔέςΟϯά͔ΒνʔϜɾ૊৫ӡӦ·Ͱ
    w IUUQTXXXBNB[PODPKQHQQSPEVDU#8,-2+
    w ਖ਼͍͠΋ͷΛਖ਼ͭ͘͘͠ΔɹϓϩμΫτΛͭ͘Δͱ͸Ͳ͏͍͏͜ͱͳͷ͔ɺ͋Δ͍͸ΞδϟΠϧͷͦͷઌʹ͍ͭͯ
    w IUUQTXXXBNB[PODPKQEQ#4($)3
    w ΤϯδχΞϦϯά૊৫࿦΁ͷট଴ɹʙෆ࣮֬ੑʹ޲͖߹͏ࢥߟͱ૊৫ͷϦϑΝΫλϦϯά
    w IUUQTXXXBNB[PODPKQEQ#5-8-

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