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1年間の本番運用でわかったコンテナがチーム開発にもたらしてくれたもの/container-brought-to-team-development

 1年間の本番運用でわかったコンテナがチーム開発にもたらしてくれたもの/container-brought-to-team-development

Japan Container Days v18.12での発表資料です

Shoichiro Nagai(shnagai)

December 04, 2018
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  1. $POOFIJUP*ODӬҪউҰ࿠
    ϚϚͷҰาΛࢧ͑Δ
    ೥ؒͷຊ൪ӡ༻ͰΘ͔ͬͨ
    ίϯςφ͕νʔϜ։ൃʹ΋ͨΒͯ͘͠Εͨ΋ͷ
    +"1"/$0/5"*/&3%":47

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  2. ࣗݾ঺հ
    ӬҪউҰ࿠
    ίωώτגࣜձࣾɹΤϯδχΞ

    Πϯϑϥ΢ΣϒΦϖϨʔγϣϯ
    5XJUUFS!TIOBHBJ

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  3. ࣗݾ঺հ
    ৬ྺҰٳDPNͰ೥ؒಇ͍ͨޙɺίωώτʹࡢ೥ͷ݄ʹKPJO

    ొஃྺ"844VNNJU4UBSUVQ"SDIJUFDUVSFPGUIF:FBS

    ɹɹɹ"NB[PO$POUBJOFS4FSWJDFࣄྫࡇΓ

    ࣥචྺ೔ܦ4:45&.4݄߸ʮϚϚϦ͕࣮ફ͢ΔίϯςφҠߦͷਖ਼߈๏ʯ

    ϒϩάίωώτ։ൃऀϒϩάͰίϯςφؔ࿈ͷωλΛॻ͍ͨΓͯ͠·͢

    IUUQUFDIDPOOFIJUPDPNBSDIJWFDBUFHPSZ%PDLFS

    ࠓճɺ$'1ʹԠืͯ͠࠾୒͞ΕͨͷͰࠓ͜͜Ͱ஻͍ͬͯ·͢ɻ

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  4. ϚϚϦͷ͝঺հ
    ̦ˍ̖
    ίϛϡχςΟ
    Ϣʔβʔಉ࢜Ͱ೰ΈΛ
    ૬ஊ͠߹͏̦ˍ̖ػೳɻ
    ճ౴·Ͱͷ࠷ස஋͸໿ඵ
    ϚϚͷੜ׆ʹ໾ཱͭهࣄΛ
    ଟ਺ͷδϟϯϧͰຖ೔഑৴ɻ
    ઐ໳Ո؂मͷهࣄ΋ଟ਺
    ϝσΟΞ
    ༗ྉձһ޲͚ʹΫʔϙϯ΍
    ࣗసंอݥͳͲɺ෇ՃՁ஋Λ
    ֹ݄ํࣜͰఏڙ
    ϚϚϦ

    ϓϨϛΞϜ

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  5. ۀք࠷େن໛ͷϝσΟΞίϛϡχςΟ
    2018೥ʹग़࢈ͨ͠ϚϚ3ਓʹ1ਓ(※1)͕ར༻தʂ
    ※1ɿʮϚϚϦʯ಺ͷࢠڙͷ஀ੜ೔Λ2018೥1݄1೔ʙ7݄31೔ʹઃఆͨ͠Ϣʔβʔ਺ͱɺްੜ࿑ಇলൃදʮਓޱಈଶ౷ܭʯͷ2018೥1݄ʙ7݄෼ͷ
    ग़ੜ਺͔Βࢉग़ɻ
    ※2ɿϝσΟΞͱΞϓϦͷ߹ܭ஋ɻ

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  6. ϚϚͷ੠Λ޿͛Δ৽ͨͳऔΓ૊Έ
    ઌഐϚϚͷޱίϛΛ΋ͱʹ࡞ͬͨ
    ϚϚϦॳͷϥϯΩϯά

    ϚϚͨͪͷߪങ൑அΛࢧ͑Δ໨త

    [email protected]
    ໿ ݅΋ͷϚϚͷ੠͕ू·Γɺ͜
    ͷ੠Λࠃ΍ࣾձʹಧ͚ΔϓϩδΣΫτ

    IUUQTDIBOHFNBNBSJKQ

    View Slide

  7. ΞϓϦέʔγϣϯΛίϯςφԽ͢Δ
    ໨తͬͯԿͰ͠ΐ͏͔

    View Slide

  8. w ։ൃ؀ڥΛշదʹ͍ͨ͠

    ϓϥοτϑΥʔϜ໰Θͣ04ϨΠϠ͔Βશ͘ಉ͡։ൃ؀ڥ͕࡞ΕΔ

    ىಈ͕ૣ͍

    ։ൃϚγϯͷϦιʔε༗ޮ׆༻
    w ։ൃ؀ڥͱຊ൪ͷဃ཭Λͳͯ͘͠ɺ։ൃαΠΫϧΛ଎͘ճ͍ͨ͠

    ϙʔλϏϦςΟͷߴ͞
    ίϯςφԽͷ໨త

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  9. w ։ൃ؀ڥΛշదʹ͍ͨ͠

    ϓϥοτϑΥʔϜ໰Θͣ04͔Βશ͘ಉ͡։ൃ؀ڥ͕࡞ΕΔ

    ىಈ͕ૣ͍

    ։ൃϚγϯͷϦιʔε༗ޮ׆༻
    w ։ൃ؀ڥͱຊ൪ͷဃ཭Λͳͯ͘͠ɺ։ൃαΠΫϧΛ଎͘ճ͍ͨ͠

    ϙʔλϏϦςΟͷߴ͞
    ίϯςφԽͷ໨త
    ͜͜ͷ෦෼ͷࣄྫ͸ଟ͍

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  10. ຊ൪΋ίϯςφӡ༻͢Δ͜ͱͰ
    νʔϜ։ൃ͕มΘͬͨΑͱ͍͏࿩Λ͠·͢

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  11. w ίωώτͰͷίϯςφಋೖͷྺ࢙
    w ίϯςφຊ൪ಋೖͱνʔϜ։ൃͷมԽ

    %FW0QTͷ໾ׂͷมԽ

    1)1όʔδϣϯΞοϓͷࣄྫ
    w ίϯςφΛຊ൪ӡ༻͢Δͷʹඞཁͳίτ

    ΦʔέετϨʔγϣϯπʔϧɺσϓϩΠϑϩʔɺϩάɾϦιʔεϞχλϦϯά
    ΞδΣϯμ

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  12. ίωώτͰͷίϯςφಋೖͷྺ࢙

    View Slide

  13. ίωώτͰͷίϯςφಋೖͷྺ࢙
    ೥݄ ։ൃ؀ڥ ։ൃ؀ڥΛ7JSUVBM#PY7BHSBOU͔Β%PDLFSʹ੾Γସ͑
    ʙ݄ ௐࠪɾݕূ ຊ൪ӡ༻ʹ޲͚ͨௐࠪɾݕূͱҰ෦ಋೖ
    ݄ ຊ൪৽αʔϏε ৽نαʔϏεΛ%PDLFS&$4Ͱϩʔϯν
    ʙ݄ ຊ൪ϦϓϨΠε طଘαʔϏεΛ%PDLFS&$4ʹ৐ͤ׵͑
    ʙݱࡏ ӡ༻ ΄΅શͯͷαʔϏεΛ%PDLFS&$4Ͱӡ༻'BSHBUF౤ೖ

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  14. ൒೥͔͚ͯ%PDLFS&$4Խ
    ͦͷޙ೥ؒӡ༻ͱ͍͏ϑΣʔζ

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  15. ίϯςφಋೖͰઃఆͨ͠ΰʔϧ

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  16. %PDLFSGJMFΛ։ൃऀશһͰϝϯς͢Δ

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  17. w 04૚͔Β։ൃऀ͕%PDLFSGJMFͰߏஙग़དྷΔͷ͕࠷େͷϝϦοτ
    w Πϯϑϥ͕%PDLFS͓͡͞ΜʹͳΔͱޮՌ൒ݮ

    ʮϛυϧ΢ΣΞΞοϓσʔτ͍͔ͨ͠Β%PDLFSGJMFͷमਖ਼͓ئ͍͠·͢ʯ

    Έ͍ͨͳঢ়ଶʹ͠ͳ͍

    ߏ੒؅ཧπʔϧΈ͍ͨͳϊϦͰ͸ಋೖͤͣΞϓϦέʔγϣϯͷҰ෦ͱͯ͠ͷ
    ҙࣝ෇͚
    ίϯςφԽͷΰʔϧΛઃఆͨ͠ཧ༝

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  18. ڧ੍ྗΛ࣋ͭ*OGSBTUSVDUVSFBT$PEF
    ͱଊ͑νʔϜʹΠϯετʔϧ

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  19. ຊ൪ͷίϯςφ؀ڥͷΞʔΩςΫνϟ
    ։ൃऀ
    $MJFOU
    αʔϏεຖ
    8FCΫϥελ
    8FCΫϥελ
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    αʔϏεຖ
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    "84$MPVE
    #BUDIΫϥελ
    &WFOU UJNFCBTFE

    $POUBJOFS
    8FCΫϥελ

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  20. ຊ൪ΛίϯςφԽͨ͜͠ͱͰ
    νʔϜʹىͬͨ͜มԽ

    View Slide

  21. ίϯςφҙຯΘ͔ΜͶʔ
    Ͱ͸ͳͯ͘

    View Slide

  22. %FW0QTͷ໾ׂʹมԽ͕ى͖ͨ

    View Slide

  23. ίϯςφಋೖલͷ՝୊

    View Slide

  24. αʔϏε։ൃΑ͋͘Δ෩ܠᶃ
    ։ൃऀ
    Πϯϑϥ
    ίʔυԽͯ͠ΔΑ


    Ұ෦͸ɺϕʔεΠϝʔδ
    ".*

    ᶃ2VFTUJPO
    YYYͷ؀ڥͬͯ
    ͲΜͳߏ੒ʹͳͬͯ·͔͢

    View Slide

  25. αʔϏε։ൃΑ͋͘Δ෩ܠᶃ
    $POGJH'JMF

    3FBEJOH
    ։ൃऀ
    Πϯϑϥ
    ίʔυԽͯ͠ΔΑ


    Ұ෦͸ɺϕʔεΠϝʔδ
    ".*

    ᶃ2VFTUJPO
    YYYͷ؀ڥͬͯ
    ͲΜͳߏ੒ʹͳͬͯ·͔͢

    View Slide

  26. αʔϏε։ൃΑ͋͘Δ෩ܠᶃ
    $POGJH'JMF

    44)

    3FBEJOH
    ։ൃऀ
    Πϯϑϥ
    ίʔυԽͯ͠ΔΑ


    Ұ෦͸ɺϕʔεΠϝʔδ
    ".*

    ࣮ߏ੒Λ஌Δͷ͕େมɻɻ
    ᶃ2VFTUJPO
    YYYͷ؀ڥͬͯ
    ͲΜͳߏ੒ʹͳͬͯ·͔͢

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  27. αʔϏε։ൃΑ͋͘Δ෩ܠᶄ
    ϩʔΧϧ؀ڥͰ։ൃͯ͠ಈ࡞֬ೝग़དྷ͚ͨͲɺ
    ຊ൪ͱ͸ߏ੒͕ҧ͏ͷͰɺ
    σϓϩΠͯ͠Έͳ͍ͱ͏·͘ಈ͔͘Θ͔Βͳ͍ɻɻ
    ։ൃऀ"͞Μ

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  28. αʔϏε։ൃΑ͋͘Δ෩ܠᶄ
    ϩʔΧϧ؀ڥͰ։ൃͯ͠ಈ࡞֬ೝग़དྷ͚ͨͲɺ
    ຊ൪ͱ͸ߏ੒͕ҧ͏ͷͰɺ
    σϓϩΠͯ͠Έͳ͍ͱ͏·͘ಈ͔͘Θ͔Βͳ͍ɻɻ
    ։ൃऀ"͞Μ
    Πϯϑϥ
    ʮຊ൪ʹ͸ຐ෺͕ॅΜͰ·͔͢ΒͶʔɻɻɻʯ
    ։ൃ؀ڥͰಈ͍ͨ΋ͷ͕ຊ൪Ͱಈ͘ͱอূͰ͖ͳ͍

    View Slide

  29. αʔϏε։ൃΑ͋͘Δ෩ܠᶄ
    ϩʔΧϧ؀ڥͰ։ൃͯ͠ಈ࡞֬ೝग़དྷ͚ͨͲɺ
    ຊ൪ͱ͸ߏ੒͕ҧ͏ͷͰɺ
    σϓϩΠͯ͠Έͳ͍ͱ͏·͘ಈ͔͘Θ͔Βͳ͍ɻɻ
    ϛυϧ΢ΣΞΞοϓσʔτͱ͔Ͱɺ
    ຊ൪ʹมߋΛՃ͑Δͷ͸Πϯϑϥͱͷௐ੔ίετ͕͔
    ͔Γ݁ߏେมɻɻ
    ։ൃऀ"͞Μ
    Πϯϑϥ
    ʮຊ൪ʹ͸ຐ෺͕ॅΜͰ·͔͢ΒͶʔɻɻɻʯ
    ։ൃ؀ڥͰಈ͍ͨ΋ͷ͕ຊ൪Ͱಈ͘ͱอূͰ͖ͳ͍

    ։ൃऀ#͞Μ

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  30. αʔϏε։ൃΑ͋͘Δ෩ܠᶄ
    ϩʔΧϧ؀ڥͰ։ൃͯ͠ಈ࡞֬ೝग़དྷ͚ͨͲɺ
    ຊ൪ͱ͸ߏ੒͕ҧ͏ͷͰɺ
    σϓϩΠͯ͠Έͳ͍ͱ͏·͘ಈ͔͘Θ͔Βͳ͍ɻɻ
    ϛυϧ΢ΣΞΞοϓσʔτͱ͔Ͱɺ
    ຊ൪ʹมߋΛՃ͑Δͷ͸Πϯϑϥͱͷௐ੔ίετ͕͔
    ͔Γ݁ߏେมɻɻ
    ։ൃऀ"͞Μ
    Πϯϑϥ
    ʮຊ൪ʹ͸ຐ෺͕ॅΜͰ·͔͢ΒͶʔɻɻɻʯ
    ։ൃ؀ڥͰಈ͍ͨ΋ͷ͕ຊ൪Ͱಈ͘ͱอূͰ͖ͳ͍

    ։ൃऀ#͞Μ
    Πϯϑϥ
    αʔϏεΛམͱͣ͞ʹେ͖ΊͷมߋΛՃ͑Δͷ͸େม
    ෳࡶͳґଘؔ܎Λߟྀ͠ͳ͕Β৻ॏͳݕূͱ࡞ۀϓϥϯ͕ඞཁ

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  31. ᶃ։ൃͨ͠ΞϓϦέʔγϣϯ͕؀ڥࠩ෼͕ݪҼͰຊ൪Ͱಈ͔ͳ͍

    ؀ڥࠩ෼͕ੜΈग़͢γεςϜͷෆ҆ఆ͞΍։ൃऀͷ৺ཧతෆ҆

    ্ॻ͖ͷ܁Γฦ͠ʹΑΔಛఆͷαʔό͚ͩͰى͜ΔΤϥʔFUD




    αʔϏε։ൃʹ͓͚Δͭͷ՝୊

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  32. ։ൃऀΛۤ͠ΊΔಛఆ؀ڥ͚ͩͰग़ΔΤϥʔ
    ։ൃ؀ڥ εςʔδϯά ຊ൪
    ಈ͘ ಈ͘ ಈ͘
    ಈ͘ Τϥʔ
    ಈ͘ ಈ͘ Τϥʔ

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  33. ຊ൪ʹ͸ຐ෺͕ॅΜͰ͍Δ

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  34. ᶃ։ൃͨ͠ΞϓϦέʔγϣϯ͕؀ڥࠩ෼Ͱຊ൪Ͱಈ͔ͳ͍

    ؀ڥࠩ෼͕ੜΈग़͢γεςϜͷෆ҆ఆ͞΍։ൃऀͷ৺ཧతෆ҆

    ্ॻ͖ͷ܁Γฦ͠ʹΑΔಛఆͷαʔό͚ͩͰى͜ΔΤϥʔFUD
    ᶄΠϯϑϥ؀ڥ͸؆୯ʹϩʔϧόοΫͰ͖ͳ͍͔Β৻ॏʹ

    طଘ؀ڥʹ্ॻ͖͍ͯ͘͠ܗͳͷͰ΍Γ௚͕͠೉͍͠

    গ਺ͷΠϯϑϥΛ৮ΕΔΤϯδχΞ͕࡞ۀͷϘτϧωοΫʹͳΔ͜ͱ΋
    αʔϏε։ൃʹ͓͚Δͭͷ՝୊

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  35. ؀ڥࠩ෼ʹΑΔγεςϜͷෆ҆ఆ͕͞
    αʔϏε։ൃ଎౓ͷϘτϧωοΫʹ

    View Slide

  36. ຊ൪ʹίϯςφΛಋೖ͢Δ͜ͱͰղܾ

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  37. ʲࣄྫʳ
    1)1όʔδϣϯͷΞοϓσʔτ

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  38. ίϯςφಋೖલͷ1)1όʔδϣϯΞοϓΛ͢Δࡍͷεςοϓ
    Πϯϑϥ
    ։ൃऀ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ

    ᶄᶈ

    ᶆᶊ



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  39. ίϯςφಋೖલͷ1)1όʔδϣϯΞοϓΛ͢Δࡍͷεςοϓ
    Πϯϑϥ
    ։ൃऀ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ

    ᶄᶈ

    ᶆᶊ



    ᶃ։ൃ؀ڥͰݕূ
    ᶄ0QTʹεςʔδϯάͷมߋґཔ
    ᶅ0QT͕εςʔδϯάΛมߋ
    ᶆ%FWʹมߋ׬ྃ࿈བྷ
    ᶇεςʔδϯάʹσϓϩΠݕূ
    ᶈ0QTʹϓϩμΫγϣϯͷมߋґཔ

    ᶉ0QT͕ϓϩμΫγϣϯΛมߋ

    ᶊ%FWʹมߋ׬ྃ࿈བྷ
    ᶋϓϩμΫγϣϯʹσϓϩΠ͠׬ྃ

    View Slide

  40. ΍Δ΂͖ࣄ͕ଟ͕͔͔͗ͯ࣌ؒ͢Δ

    View Slide

  41. w 1)1ͷόʔδϣϯΞοϓͱͦΕʹ൐͏ίʔυमਖ਼͕ผج࣠

    ։ൃऀ͸։ൃ؀ڥͷ1)1όʔδϣϯΞοϓͱίʔυमਖ਼

    Πϯϑϥ͸εςʔδϯάͱຊ൪ͷ1)1όʔδϣϯΞοϓ
    w εςʔδϯάͷݕূʹ΋͕͔͔࣌ؒΔ

    1)1ͷόʔδϣϯ͸ἧͬͯ΋04ͷϥΠϒϥϦ͕ɺɺ

    εςʔδϯάͷ؀ڥΛ׬શʹཧղ͍ͯ͠ͳ͍ͷͰݪҼͷ੾Γ෼͚͕ࠔ೉
    ։ൃ؀ڥͰͷݕূޙ͔ΒεϐʔυΛԼ͍͛ͯΔཁҼ

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  42. ͜ΕΒͷ՝୊ΛҰؾʹղܾ͢Δʹ͸

    View Slide

  43. 04ϨΠϠ͔ΒΞϓϦέʔγϣϯ࣮ߦج൫Λ
    ύοέʔδϯάԽग़དྷΕ͹Αͦ͞͏

    View Slide

  44. ͦΕΛ࣮ݱͯ͘͠ΕΔͷ͕

    View Slide

  45. View Slide

  46. %FWFMPQ 4IJQBOE3VO"OZ"QQMJDBUJPO "OZXIFSF
    ͋ΒΏΔΞϓϦέʔγϣϯΛ
    Ͳ͜Ͱ΋։ൃɺҠಈɺ࣮ߦͰ͖ΔΑ͏ʹ

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  47. ίϯςφԽʹΑͬͯ
    1)1όʔδϣϯΞοϓ͸͜͏มΘͬͨ

    View Slide

  48. ίϯςφಋೖޙͷ1)1όʔδϣϯΞοϓΛ͢Δࡍͷεςοϓ
    Πϯϑϥ
    ։ൃऀ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ



    ᶃϩʔΧϧͰݕূ
    ᶄ0QTʹεςʔδϯάͷมߋґཔ
    ᶅ0QT͕εςʔδϯάΛมߋ
    ᶆ%FWʹมߋ׬ྃ࿈བྷ
    ᶄεςʔδϯάʹσϓϩΠݕূ
    ᶈ0QTʹϓϩμΫγϣϯͷมߋґཔ

    ᶉ0QT͕ϓϩμΫγϣϯΛมߋ

    ᶊ%FWʹมߋ׬ྃ࿈བྷ
    ᶅϓϩμΫγϣϯʹσϓϩΠ͠׬ྃ
    ίϯςφ͕ಈ͘ج൫Λ੔උ
    ͩΊͰ΋ଈੈ୅લʹ
    ϩʔϧόοΫग़དྷΔ

    View Slide

  49. ίϯςφಋೖޙͷ1)1όʔδϣϯΞοϓΛ͢Δࡍͷεςοϓ
    Πϯϑϥ
    ։ൃऀ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ



    ᶃϩʔΧϧͰݕূ
    ᶄ0QTʹεςʔδϯάͷมߋґཔ
    ᶅ0QT͕εςʔδϯάΛมߋ
    ᶆ%FWʹมߋ׬ྃ࿈བྷ
    ᶄεςʔδϯάʹσϓϩΠݕূ
    ᶈ0QTʹϓϩμΫγϣϯͷมߋґཔ

    ᶉ0QT͕ϓϩμΫγϣϯΛมߋ

    ᶊ%FWʹมߋ׬ྃ࿈བྷ
    ᶅϓϩμΫγϣϯʹσϓϩΠ͠׬ྃ
    ίϯςφ͕ಈ͘ج൫Λ੔උ
    ͩΊͰ΋ଈੈ୅લʹ
    ϩʔϧόοΫग़དྷΔ
    TUFQˠTUFQ

    View Slide

  50. w Ͳ͜Ͱಈ͔ͯ͠΋ࠩ෼͕ͳ͍ͱ͍͏҆৺ײ
    w εςʔδϯάݕূͷߴ଎Խ

    ଞίϯϙʔωϯτͱͷ࿈ܞ֬ೝ

    ຊ൪૬౰ͷσʔλྔͰͷύϑΥʔϚϯε
    w ୭΋͕खΛೖΕΒΕΔΠϯϑϥ؀ڥ

    ίϯςφԽͰඞવతʹ04ϨΠϠ͔Βίʔυ؅ཧ
    ΞϓϦέʔγϣϯ࣮ߦج൫ͷίϯςφԽʹΑͬͯखʹೖΕͨ΋ͷ

    View Slide

  51. ͭ·Γ
    ίϯςφΛຊ൪ʹಋೖ͢Δ͜ͱͰ

    View Slide

  52. σϓϩΠཻ౓͕ΞϓϦέʔγϣϯίʔυ͔Β

    ΞϓϦέʔγϣϯ࣮ߦج൫ͦͷ΋ͷʹมΘΔ

    View Slide

  53. ίϯςφಋೖલͷ1)1όʔδϣϯΞοϓΛ͢Δࡍͷεςοϓ
    Πϯϑϥ
    ։ൃऀ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ

    ᶄᶈ

    ᶆᶊ



    ᶃ։ൃ؀ڥͰݕূ
    ᶄ0QTʹεςʔδϯάͷมߋґཔ
    ᶅ0QT͕εςʔδϯάΛมߋ
    ᶆ%FWʹมߋ׬ྃ࿈བྷ
    ᶇεςʔδϯάʹσϓϩΠݕূ
    ᶈ0QTʹϓϩμΫγϣϯͷมߋґཔ

    ᶉ0QT͕ϓϩμΫγϣϯΛมߋ

    ᶊ%FWʹมߋ׬ྃ࿈བྷ
    ᶋϓϩμΫγϣϯʹσϓϩΠ͠׬ྃ

    View Slide

  54. σϓϩΠର৅͕ΞϓϦέʔγϣϯ࣮ߦج൫ͦͷ΋ͷʹมΘΔ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ
    ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ઃఆ
    มߋ
    ઃఆ
    มߋ
    σϓϩΠ σϓϩΠ
    σϓϩΠ
    σϓϩΠ

    View Slide

  55. σϓϩΠର৅͕ΞϓϦέʔγϣϯ࣮ߦج൫ͦͷ΋ͷʹมΘΔ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ
    ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ઃఆ
    มߋ
    ઃఆ
    มߋ
    σϓϩΠ σϓϩΠ
    σϓϩΠ
    σϓϩΠ
    σϓϩΠ࣮ߦ؀ڥؚΉج൫ͷ࡞Γ௚͠

    View Slide

  56. σϓϩΠର৅͕ΞϓϦέʔγϣϯ࣮ߦج൫ͦͷ΋ͷʹมΘΔ
    εςʔδϯά؀ڥ ϓϩμΫγϣϯ؀ڥ
    ։ൃ؀ڥ
    ΞϓϦέʔγϣϯ ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ΞϓϦέʔγϣϯ
    ࣮ߦ؀ڥ
    ઃఆ
    มߋ
    ઃఆ
    มߋ
    σϓϩΠ σϓϩΠ
    σϓϩΠ
    σϓϩΠ
    *NVUBCMF*OGSBTVUSBDUVSFͷ࣮ફ

    View Slide

  57. w ։ൃ؀ڥͱຊ൪؀ڥͷဃ཭

    ˠ%PDLFSΠϝʔδͰ04ϨΠϠ͔ΒύοέʔδϯάԽ
    w ΞϓϦέʔγϣϯ࣮ߦج൫ͷϒϥοΫϘοΫεԽ

    ˠ%PDLFSGJMFΛಡΊ͹୭Ͱ΋04ϨΠϠ͔Βཧղग़དྷΔ
    w αʔϏε͕ಈ͍͍ͯΔج൫ʹରͯ͠ߦ͏ઃఆมߋͷෳࡶ͞

    ˠσϓϩΠຖʹೖΕସΘΔΠϛϡʔλϒϧͳΠϯϑϥ
    ຊ൪ͷίϯςφԽͰղܾग़དྷͨ՝୊

    View Slide

  58. νʔϜ։ൃʹ΋ͨΒͯ͘͠Εͨ΋ͷ

    View Slide

  59. ΞϓϦέʔγϣϯ࣮ߦج൫Λ
    ։ൃऀ͕ࣗ཯తʹίϯτϩʔϧ
    αʔϏε։ൃαΠΫϧͷ଎౓޲্

    View Slide

  60. *NVUBCMF*OGSBTVUSBDUVSFͷ࣮ફ
    มԽʹڧ͍҆ఆͨ͠γεςϜӡ༻

    View Slide

  61. ఻͍͑ͨ͜ͱ

    View Slide

  62. ίϯςφΛ։ൃ؀ڥ͚ͩͰ࢖͏ͷ͸
    ΋͍ͬͨͳ͍

    View Slide

  63. ίϯςφຊ൪ಋೖʹඞཁͳίτ

    View Slide

  64. w ΦʔέετϨʔγϣϯπʔϧͷબఆ

    ෳ਺ίϯςφΛऔΓר͘؀ڥΛӡ༻͢Δͷʹඞਢ
    w ܧଓతσϓϩΠͷ੔උ

    ୭͕΍ͬͯ΋ಉ݁͡Ռ͕ग़ΔΑ͏ͳϑϩʔΛ࡞Δ
    w ϩάɾϦιʔεϞχλϦϯάͷج൫

    44)ͳͯ͘΋ӡ༻ग़དྷΔΑ͏ͳ࢓૊Έ
    ίϯςφͷຊ൪ಋೖʹ͋ͨΓߟ͑Δ΂͖͜ͱ

    View Slide

  65. ΦʔέετϨʔγϣϯπʔϧͷબఆ

    View Slide

  66. ϩʔΧϧϚγϯ Ϗϧυˠ&$3QVTI

    EPDLFSCVJMEUYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU

    BXTFDSHFUMPHJOSFHJPOBQOPSUIFBTUOPJODMVEFFNBJM

    EPDLFSQVTIYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU


    &$ &$3QVMMˠچίϯςφഁغˠίϯςφىಈ

    BXTFDSHFUMPHJOSFHJPOBQOPSUIFBTUOPJODMVEFFNBJM

    EPDLFSQVMMYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU

    EPDLFSLJMMIPHF

    EPDLFSSNIPHF

    EPDLFSSVOEOBNFIPHFYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU
    ίϯςφΛखಈͰೖΕସ͑Δखॱ

    View Slide

  67. ϩʔΧϧϚγϯ Ϗϧυˠ&$3QVTI

    EPDLFSCVJMEUYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU

    BXTFDSHFUMPHJOSFHJPOBQOPSUIFBTUOPJODMVEFFNBJM

    EPDLFSQVTIYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU


    &$ &$3QVMMˠچίϯςφഁغˠίϯςφىಈ

    BXTFDSHFUMPHJOSFHJPOBQOPSUIFBTUOPJODMVEFFNBJM

    EPDLFSQVMMYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU

    EPDLFSLJMMIPHF

    EPDLFSSNIPHF

    EPDLFSSVOEOBNFIPHFYYELSFDSBQOPSUIFBTUBNB[POBXTDPNIPHFMBUFTU
    ίϯςφΛखಈͰೖΕସ͑Δखॱ
    େมɻɻɻ

    View Slide

  68. w ෳ਺ͷίϯςφϗετͷ؅ཧ
    w ҆ఆͨ͠ίϯςφͷϓϩϏδϣχϯά

    ىಈɺഁغͷϥΠϑαΠΫϧ

    Ͳͷ໾ׂͷίϯςφ͕ͲΕ͘Β͍ͷ਺ಈ͘΂͖͔
    w ίϯςφϗετ͕མͪͨ࣌ͷৼΔ෣͍
    w ෛՙ૿Ճʹ൐͏Φʔτεέʔϧ
    w ϞχλϦϯάϩά؅ཧ

    ҆ఆͨ͠αʔϏεӡ༻ͱ͍͏໨ઢͰߟ͑Δίτ͸ଟ͍

    View Slide

  69. w ෳ਺ͷίϯςφϗετͷ؅ཧ
    w ҆ఆͨ͠ίϯςφͷϓϩϏδϣχϯά

    ىಈഁغͷϥΠϑαΠΫϧ

    Ͳͷ໾ׂͷίϯςφ͕ͲΕ͘Β͍ͷ਺ಈ͘΂͖͔
    w ίϯςφϗετ͕མͪͨ࣌ͷৼΔ෣͍
    w ෛՙ૿Ճʹ൐͏Φʔτεέʔϧ
    w ϞχλϦϯάϩά؅ཧ

    ҆ఆͨ͠αʔϏεӡ༻ͱ͍͏໨ઢͰߟ͑Δίτ͸ଟ͍
    ͜ΕΒͷ໾ׂΛ୲ͬͯ͘ΕΔͷ͕
    ίϯςφΦʔέετϨʔγϣϯπʔϧ

    View Slide

  70. w ,VCFSOBUFT LT

    ۀքͷελϯμʔυతͳ஍Ґ

    ଟػೳ

    ϚϧνϓϥοτϑΥʔϜͰಈ͘ ֤ϕϯμͰϚωʔδυαʔϏε͋Γ

    (,&ɺ"NB[PO&,4ɺ",4ɺ*,4
    w "NB[PO&$4

    "84ͷίϯςφ؅ཧͷϚωʔδυαʔϏε

    "84͕ఏڙ͢ΔଞαʔϏεͱͷ࿈ܞ͕ڧΈ
    ίϯςφΦʔέετϨʔγϣϯπʔϧ

    View Slide

  71. w ෳ਺ϗετͷ؅ཧ

    ΫϥελϦϯά
    w ίϯςφͷϓϩϏδϣχϯά

    ϩʔϦϯάɺϒϧʔάϦʔϯʹΑΔೖସ͑

    ؆୯Ͱ࣮֬ͳϩʔϧόοΫ
    w ίϯςφͷάϧʔϓԽ

    ಉ͡໾ׂͷίϯςφΛάϧʔϐϯά
    ίϯςφΦʔέετϨʔγϣϯπʔϧͷػೳᶃ

    View Slide

  72. w ηϧϑώʔϦϯά

    ίϯςφͷࣗಈ෮چ
    w ΦʔτεέʔϦϯά

    ෛՙʹԠͨࣗ͡ಈ֦ு
    w ϞχλϦϯάɺϩά؅ཧ

    ӡ༻ʹඞཁͳσʔλͷऩू
    ίϯςφΦʔέετϨʔγϣϯπʔϧͷػೳᶄ

    View Slide

  73. w ΦʔέετϨʔγϣϯπʔϧ͸ͲΕ΋ෳࡶͰֶशίετ͸ߴ͍
    w ҆ఆͨ͠ίϯςφج൫ͷӡ༻ʹ͸ඞਢͷٕज़
    w ͦΕͧΕͷ؀ڥʹదͨ͠πʔϧΛબ୒͢Δ͜ͱ͕ॏཁ

    ίωώτ͸"84؀ڥͷΈͳͷͰ"NB[PO&$4Ͱे෼ͱ͍͏൑அΛ͍ͯ͠Δ

    ΦϯϓϨͰӡ༻͢ΔͳΒLT͕ྑͦ͞͏

    Πϯϑϥ43&ͷϝϯό͕ଟ͍ͯ͘ɺߴ౓ͳ͜ͱΛ΍ΔͳΒLT
    ίϯςφΦʔέετϨʔγϣϯπʔϧͷબ୒

    View Slide

  74. ܧଓతσϓϩΠͷ੔උ

    View Slide

  75. w ίϯςφΠϝʔδͷϏϧυ

    $*্ͰΠϝʔδΛϏϧυ

    λάͰόʔδϣϯ؅ཧ
    w ίϯςφΠϝʔδͷϦϙδτϦ΁ͷQVTI

    %PDLFS)VC΍"NB[PO&$3౳ͷϦϙδτϦʹQVTI
    w ίϯςφͷೖସ͑

    ΦʔέετϨʔγϣϯπʔϧͷ"1*Λୟ͖ίϯςφΛೖΕସ͑Δ
    ίϯςφϕʔεͷσϓϩΠϑϩʔ͸TUFQ

    View Slide

  76. σϓϩΠϑϩʔ
    ։ൃऀ
    $MJFOU
    αʔϏεຖ
    8FCΫϥελ
    8FCΫϥελ
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    αʔϏεຖ
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    $POUBJOFS
    "84$MPVE
    #BUDIΫϥελ
    &WFOU UJNFCBTFE

    $POUBJOFS
    CVJMEQVTI
    QVMM
    QVMM
    QVMM
    QVMM
    QVTI
    NFSHF
    EFQMPZ

    DPOUBJOFSSFQMBDFNFOU

    View Slide

  77. ϩάɾϦιʔεϞχλϦϯάͷج൫

    View Slide

  78. w ίϯςφഁغͰফ͑ͯ͠·͏ͷͰϩά͸֎෦ʹམͱ͢

    %PDLFSͷϩάυϥΠόͰඪ४ग़ྗΛGMVFOUE΍$8-ܦ༝ͰσʔλετΞ΁

    ΞϓϦέʔγϣϯ͔Β4BBT΁ૹ৴ 4FOUSZɺ1BQFSUSBJM౳

    w ϦιʔεϞχλϦϯάΛઃܭ

    μογϡϘʔυܦ༝ͰγεςϜΛ၆ᛌͰ͖ΔΑ͏ʹ

    ίϯςφΛࡉ͔͘؅ཧͱ͍͏ΑΓ͸γεςϜΛܥͰଊ͑Δ؂ࢹ
    ϩάɾϦιʔεϞχλϦϯάͷ੔උ͕ඞཁ

    View Slide

  79. w ίϯςφഁغͰফ͑ͯ͠·͏ͷͰϩά͸֎෦ʹམͱ͢

    %PDLFSͷϩάυϥΠόͰඪ४ग़ྗΛGMVFOUE΍$8-ܦ༝ͰσʔλετΞ΁

    ΞϓϦέʔγϣϯ͔Β4BBT΁ૹ৴ 4FOUSZɺ1BQFSUSBJM౳

    w ϦιʔεϞχλϦϯάΛઃܭ

    μογϡϘʔυܦ༝ͰγεςϜΛ၆ᛌͰ͖ΔΑ͏ʹ

    ίϯςφΛࡉ͔͘؅ཧͱ͍͏ΑΓ͸γεςϜΛܥͰଊ͑Δ؂ࢹ
    ϩάɾϦιʔεϞχλϦϯάͷ੔උ͕ඞཁ
    Կ͔ى͖ͨ࣌ʹௐࠪग़དྷΔମ੍

    View Slide

  80. w *NVUBCMF*OGSBTVUSBDUVSFʹΑΓઃఆมߋ࡞ۀ͔Βղ์

    ίϯςφͷσϓϩΠΠϯϑϥઃఆมߋ
    w ίϯςφ͕҆ఆͯ͠ಈ͘ج൫Λ੔උ

    ΦʔέετϨʔγϣϯπʔϧɺσϓϩΠϑϩʔ

    ΩϟύγςΟϓϥϯχϯά΍ϩάɾϦιʔεϞχλϦϯά
    w ΑΓ଎͍ͱ͔҆ఆͨ͠ΞʔΩςΫνϟΛ࡞Δ͜ͱʹ஫ྗग़དྷΔ
    ຊ൪΁ͷίϯςφಋೖޙͷΠϯϑϥΤϯδχΞͷ໾ׂ

    View Slide

  81. ·ͱΊ

    View Slide

  82. ίϯςφͷຊ൪ӡ༻͕
    νʔϜʹ΋ͨΒͯ͘͠ΕΔ΋ͷͱ͸

    View Slide

  83. w ຊ൪ʹίϯςφΛಋೖ͢Δ͜ͱͰɺ%FW0QTͷڥք͕γϯϓϧ
    ʹͳΓαʔϏε։ൃαΠΫϧͷ଎౓্͕͕Δ
    w ։ൃ؀ڥͱຊ൪ͷࠩ෼͕ͳ͘ͳΓαʔϏε։ൃʹ͓͚Δ৺ཧత҆
    શੑ͕ಘΒΕΔͷͰɺνʔϜͷมԽʹରͯ͠ͷڐ༰౓্͕͕Δ
    w *NVUBCMF*OGSBTVUSBDUVSFʹΑͬͯɺ্ॻ͖ΛॏͶΔΠϯϑ
    ϥ؀ڥ͔Βղ์͞Ε҆ఆͨ͠γεςϜӡ༻͕खʹೖΔ
    ·ͱΊ

    View Slide

  84. ຊ൪΋ίϯςφԽͯ͠ΈΑ͏ͱ͍͏ํ͕
    ҰਓͰ΋૿͑Ε͹͏Ε͍͠Ͱ͢

    View Slide

  85. ίωώτͰ͸ΤϯδχΞੵۃ࠾༻தͰ͢ʂ

    ڵຯ͕͋Δํɺ΋ͬͱ࿩Λฉ͍ͯΈ͍ͨͱࢥ͏ํ͕͍·ͨ͠Βɹ
    ੠Λ͔͚͍͔ͯͨͩ͘ɺ!TIOBHBJɹɹɹ·Ͱ%.͍ͩ͘͞

    View Slide