$30 off During Our Annual Pro Sale. View Details »

container-immutable

mochizuki875
December 07, 2021

 container-immutable

2021/12/07 Kubernetes Novice Tokyo #15
コンテナとimmutableとわたし。あとセキュリティ。

セッション動画
https://k8s-novice-jp.connpass.com/event/229951/

mochizuki875

December 07, 2021
Tweet

More Decks by mochizuki875

Other Decks in Technology

Transcript


  1. !NPDIJ[VLJ
    ίϯςφͱJNNVUBCMFͱΘͨ͠ɻ
    ͋ͱηΩϡϦςΟɻ
    ,VCFSOFUFT/PWJDF5PLZP

    View Slide

  2. !NPDIJ[VLJ
    /BNF
    ɹ,FJUB.PDIJ[VLJʢNPDIJ[VLJʣ
    3PMF
    ɹ$MPVE&OHJOFFS
    XIPBNJ

    View Slide

  3. /BNF
    ɹ,FJUB.PDIJ[VLJʢNPDIJ[VLJʣ
    3PMF
    ɹ$MPVE&OHJOFFS
    XIPBNJ
    ͨ͵͖Ͱ͸ͳ͘
    ͖ͭͶͰ͢ɻ
    !NPDIJ[VLJ

    View Slide

  4. ຖि༵ۚdʹ,VCFSOFUFT$MPVE/BUJWFؔ࿈ͷ࿩୊Λ:PV5VCFੜ഑৴ʹͯ
    ࡶஊܗࣜͰ഑৴͍ͯ͠·͢ɻ
    એ఻ᶃ
    IUUQTLVCFOFXTDPOOQBTTDPN
    !NPDIJ[VLJ
    !BOUJCFSJBM
    !CFMMT@ !JU@@DIBHP
    !63ZP@

    View Slide

  5. ຖि༵ۚdʹ,VCFSOFUFT$MPVE/BUJWFؔ࿈ͷ࿩୊Λ:PV5VCFੜ഑৴ʹͯ
    ࡶஊܗࣜͰ഑৴͍ͯ͠·͢ɻ
    એ఻ᶃ
    IUUQTLVCFOFXTDPOOQBTTDPN
    !NPDIJ[VLJ
    !BOUJCFSJBM
    !CFMMT@ !JU@@DIBHP
    !63ZP@
    ҰॹʹϫΠϫΠ͠·͠ΐ͏😆
    ήετग़ԋ΋ઈࢍืूதͰ͢ʂʂ
    ˞ήετग़ԋ௖͚Δํ͸ҎԼϝϯόʔͷ5XJUUFS%.·Ͱ͝࿈བྷ௖͚Ε͹ͱࢥ͍·͢

    View Slide

  6. ʹߦΘΕͨ$MPVE/BUJWF%BZTʹͯొஃ͠ɺ
    ίϯςφηΩϡϦςΟʹؔ͢Δ͓࿩Λͤͯ͞௖͖·ͨ͠ɻ
    એ఻ᶄ
    ಈը
    IUUQTFWFOUDMPVEOBUJWFEBZTKQDOEUUBMLT
    ࢿྉ
    IUUQTTQFBLFSEFDLDPNNPDIJ[VLJDPOUBJOFSEFWTFDVSJUZ
    ݟͯͶʂ

    View Slide

  7. ͸͡Ίʹ
    ίϯςφʹ͍ͭͯௐ΂͍ͯΔͱɺ͠͹͠͹JNNVUBCMFͱ͍͏ݴ༿Λ໨ʹ͢Δ͜ͱ͕͋Δͱࢥ͍·͢ɻ
    ຊ೔ͷηογϣϯͰ͸ɺίϯςφͱJNNVUBCMFͷؔ܎ɺ͓ΑͼίϯςφͰJNNVUBCMFͳߏ੒੍ޚΛ࣮ݱ
    ͢Δ͜ͱͷηΩϡϦςΟ؍఺͔Βݟͨҙٛʹ͍ͭͯࣗ਎ͷղऍΛݩʹ͓఻͑Ͱ͖Ε͹ͱࢥ͍·͢ɻ

    View Slide

  8. ɾຊηογϣϯʹ͓͍ͯJNNVUBCMFͱ͍͏ݴ༿͸*NNVUBCMF*OGSBTUSVDUVSFͷจ຺Ͱ༻͍͍ͯ·͢
    ɾຊൃද͸αΠόʔ߈ܸΛߠఆ͢Δ΋ͷͰ͸͋Γ·ͤΜ
    ɾൃද಺Ͱ༻͍Δίϯςφͱ͍͏ݴ༿͸جຊతʹSVODͰ࣮ߦ͞ΕΔίϯςφΛࢦ͠·͢
    ɾܝࡌ಺༰͸ݸਓͷݟղͰ͋Γɺॴଐ͢Δاۀ΍૊৫ͷཱ৔ɺઓུɺҙݟΛ୅ද͢Δ΋ͷͰ͸
    ɹ͋Γ·ͤΜ
    ɾهࡌ͞Ε͍ͯΔձ໊ࣾɺ঎඼໊ɺ·ͨ͸αʔϏε໊͸ɺ֤ࣾͷ঎ඪొ࿥·ͨ͸঎ඪͰ͢
    ͸͡Ίʹ

    View Slide

  9. JNNVUBCMFͱΘͨ͠ͷ࿩

    View Slide

  10. ίϯςφΛֶͼ࢝ΊͨࠒͷΘͨ͠
    ೥ࠒͷϘΫ पΓͷΈΜͳ
    ೥ࠒɺίϯςφٕज़ʹॳΊͯ৮ΕͨϘΫ͸ɺ
    ฉ͍ͨ͜ͱͷ͋Δίϯςφͷಛ௃Λಘҙؾʹ࿩͍ͯ͠·ͨ͠ɻ
    ˡ౰࣌࢖͍ͬͯͨΞΠίϯ

    View Slide

  11. ίϯςφΛֶͼ࢝ΊͨࠒͷΘͨ͠
    ίϯςφͬͯ஌ͬͯΔʁʁ
    ͛͢ʔΜͩͥʂ
    ೥ࠒͷϘΫ पΓͷΈΜͳ
    ೥ࠒɺίϯςφٕज़ʹॳΊͯ৮ΕͨϘΫ͸ɺ
    ฉ͍ͨ͜ͱͷ͋Δίϯςφͷಛ௃Λಘҙؾʹ࿩͍ͯ͠·ͨ͠ɻ

    View Slide

  12. ίϯςφΛֶͼ࢝ΊͨࠒͷΘͨ͠
    ܰͯ͐͘ʙ
    ૣͯ͐͘ʙ
    Ҡߦੑ͕
    ߴͯ͐͘ʙ
    ೥ࠒͷϘΫ पΓͷΈΜͳ
    ೥ࠒɺίϯςφٕज़ʹॳΊͯ৮ΕͨϘΫ͸ɺ
    ฉ͍ͨ͜ͱͷ͋Δίϯςφͷಛ௃Λಘҙؾʹ࿩͍ͯ͠·ͨ͠ɻ

    View Slide

  13. ίϯςφΛֶͼ࢝ΊͨࠒͷΘͨ͠
    JNNVUBCMFͰ͐ʙ
    ೥ࠒͷϘΫ पΓͷΈΜͳ
    ೥ࠒɺίϯςφٕज़ʹॳΊͯ৮ΕͨϘΫ͸ɺ
    ฉ͍ͨ͜ͱͷ͋Δίϯςφͷಛ௃Λಘҙؾʹ࿩͍ͯ͠·ͨ͠ɻ

    View Slide

  14. Μʁʁ

    View Slide

  15. ίϯςφΛֶͼ࢝ΊͨࠒͷΘͨ͠
    ίϯςφ͸
    JNNVUBCMFͰ͐ʙ
    ೥ࠒͷϘΫ पΓͷΈΜͳ
    ೥ࠒɺίϯςφٕज़ʹॳΊͯ৮ΕͨϘΫ͸ɺ
    ฉ͍ͨ͜ͱͷ͋Δίϯςφͷಛ௃Λಘҙؾʹ࿩͍ͯ͠·ͨ͠ɻ

    View Slide

  16. ΜɺΜʁʁ

    View Slide

  17. ίϯςφJNNVUBCMF

    View Slide

  18. JNNVUBCMFͱ͸
    JNNVUBCMF
    ɹʢܗʣú
    UⓒCⓒM>
    ɹෆมͷɺมߋෆՄೳͳ
    NVUBCMF
    ɹʢܗʣú
    UⓒCⓒM>
    ɹมΘΓ΍͍͢ɺมߋՄೳͳ
    IUUQTFPXBMDDPKQ

    View Slide

  19. JNNVUBCMFͱ͸
    8FCαʔόʔΛྫʹߟ͑ͯΈ·͢ɻ
    )FMMP8FC1BHF
    5IJT1BHFJTW

    View Slide

  20. JNNVUBCMFͱ͸
    NVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    8FCαʔόʔʹରͯ͠มߋΛߦ͏ɺมߋ͕Մೳͱ͍͏ߟ͑ํ
    %FWFMPQFS
    Wʹόʔδϣϯ
    Ξοϓ͍ͨ͠
    NVUBCMF

    View Slide

  21. JNNVUBCMFͱ͸
    NVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    8FCαʔόʔʹରͯ͠มߋΛߦ͏ɺมߋ͕Մೳͱ͍͏ߟ͑ํ
    SPPU!XFCTFSWFSdDQJOEFYIUNMWBSXXXIUNMJOEFYIUNM
    ɾɾɾ
    %FWFMPQFS
    มߋΛ8FCαʔόʔʹ൓ө
    طଘߏ੒ʹର͢Δ
    มߋ01Λ࣮ࢪ
    NVUBCMF

    View Slide

  22. JNNVUBCMFͱ͸
    NVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    %FWFMPQFS
    8FCαʔόʔʹରͯ͠มߋΛߦ͏ɺมߋ͕Մೳͱ͍͏ߟ͑ํ
    %POF
    NVUBCMF

    View Slide

  23. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    %FWFMPQFS
    Wʹόʔδϣϯ
    Ξοϓ͍ͨ͠
    JNNVUBCMF

    View Slide

  24. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    JNNVUBCMF
    %FWFMPQFS
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    SPPU!XFCTFSWFSdDQJOEFYIUNMWBSXXXIUNMJOEFYIUNM
    ɾɾɾ
    طଘߏ੒ʹରͯ͠
    มߋ͸ߦΘͳ͍ߦ͑ͳ͍

    View Slide

  25. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    )FMMP8FC1BHF
    5IJT1BHFJTW
    %FWFMPQFS
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    มߋΛ൓өͨ͠αʔόʔΛ
    ৽͘͠༻ҙ
    JNNVUBCMF
    JNNVUBCMF
    ৽ن࡞੒

    View Slide

  26. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    )FMMP8FC1BHF
    5IJT1BHFJTW
    ஔ͖׵͑
    %FWFMPQFS
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    طଘͷαʔόʔΛ৽͍͠
    αʔόʔʹஔ͖׵͑Δ
    JNNVUBCMF
    JNNVUBCMF

    View Slide

  27. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    )FMMP8FC1BHF
    5IJT1BHFJTW
    ࡟আ
    ˞੾Γ໭͠༻ʹ࢒͓͍ͯͯ͠΋ྑ͍
    %FWFMPQFS
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    JNNVUBCMF
    JNNVUBCMF
    ݹ͍αʔόʔΛ࡟আ

    View Slide

  28. JNNVUBCMFͱ͸
    JNNVUBCMF
    )FMMP8FC1BHF
    5IJT1BHFJTW
    %FWFMPQFS
    8FCαʔόʔʹର͢ΔมߋΛՃ͑ͳ͍ɺมߋ͕ෆՄೳͱ͍͏ߟ͑ํ
    JNNVUBCMF
    %POF

    View Slide

  29. վΊ·ͯ͠
    ίϯςφJNNVUBCMF

    View Slide

  30. ίϯςφ͸JNNVUBCMF͔ʁ
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ
    W
    JNBHF
    %FWFMPQFS
    #VJME

    View Slide

  31. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    $POUBJOFS
    W
    JNBHF
    %FWFMPQFS
    %FQMPZ
    )FMMP8FC1BHF
    5IJT1BHFJTW
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  32. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    $POUBJOFS
    W
    JNBHF
    %FWFMPQFS
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  33. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    $POUBJOFS
    W
    JNBHF
    %FWFMPQFS
    W
    JNBHF
    #VJME
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  34. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    $POUBJOFS
    W
    JNBHF
    %FWFMPQFS
    W
    JNBHF
    W
    $POUBJOFS
    %FQMPZ
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  35. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    $POUBJOFS
    W
    JNBHF
    %FWFMPQFS
    W
    JNBHF
    W
    $POUBJOFS
    ৽͍͠ίϯςφʹ੾Γସ͑
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  36. ίϯςφ͸JNNVUBCMF͔ʁ
    W
    JNBHF
    %FWFMPQFS
    W
    JNBHF
    W
    $POUBJOFS
    )FMMP8FC1BHF
    5IJT1BHFJTW
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧΛ౿·͑ɺઌͷྫͱಉ༷ͷέʔεΛߟ͑ͯΈ·͢ɻ

    View Slide

  37. JNNVUBCMFͬΆ͍

    View Slide

  38. ίϯςφ͸JNNVUBCMF͔ʁ
    ͨͩ͠ʢ΍Ζ͏ͱࢥ͑͹ʣҎԼͷΑ͏ʹ௚઀ίϯςφࣗମʹมߋΛՃ͑ͯ
    όʔδϣϯΞοϓΛߦ͏͜ͱ΋ՄೳͰ͢ɻ
    W
    $POUBJOFS
    %FWFMPQFS
    LVCFDUMDQJOEFYIUNMXFCWBSXXXIUNM
    )FMMP8FC1BHF
    5IJT1BHFJTW

    View Slide

  39. ίϯςφ͸JNNVUBCMF͔ʁ
    %FWFMPQFS
    W
    $POUBJOFS
    ͨͩ͠ʢ΍Ζ͏ͱࢥ͑͹ʣҎԼͷΑ͏ʹ௚઀ίϯςφࣗମʹมߋΛՃ͑ͯ
    όʔδϣϯΞοϓΛߦ͏͜ͱ΋ՄೳͰ͢ɻ )FMMP8FC1BHF
    5IJT1BHFJTW

    View Slide

  40. ͋Εʁ
    🤔

    View Slide

  41. ίϯςφ͸JNNVUBCMF͔ʁ
    ͦ΋ͦ΋ͳΜͰJNNVUBCMFΛ࣮ݱ͍͔ͨ͠ʁʁ

    View Slide

  42. ίϯςφ͸JNNVUBCMF͔ʁ
    ͦ΋ͦ΋ͳΜͰJNNVUBCMFΛ࣮ݱ͍͔ͨ͠ʁʁ
    ɹˠมߋͷੵΈॏͶʹΑΔτϥϒϧΛආ͚ΔͨΊ
    ɹɹFYʣߋ৽ͷࣦഊɺυΩϡϝϯτͱ࣮؀ڥͷࠩҟɺ؀ڥࠩҟͷൃੜ
    CBTF
    W
    ˞͜͜Ͱ͸NVUBCMFɺJNNVUBCMFͷҰൠతͳϝϦοτ΍σϝϦοτʹ͸ਂ͘৮Ε·ͤΜ͕ɺ্هͷ؍఺͔ΒJNNVUBCMFͷߟ͑ํ͕ਪ঑͞Ε͍ͯΔҹ৅Ͱ͢ɻ

    View Slide

  43. ίϯςφ͸JNNVUBCMF͔ʁ
    ͦ΋ͦ΋ͳΜͰJNNVUBCMFΛ࣮ݱ͍͔ͨ͠ʁʁ
    ɹˠมߋͷੵΈॏͶʹΑΔτϥϒϧΛආ͚ΔͨΊ
    ɹɹFYʣߋ৽ͷࣦഊɺυΩϡϝϯτͱ࣮؀ڥͷࠩҟɺ؀ڥࠩҟͷൃੜ
    CBTF CBTF
    EJ
    ff
    @
    W W
    มߋ
    ʢEJ
    ff

    ˞͜͜Ͱ͸NVUBCMFɺJNNVUBCMFͷҰൠతͳϝϦοτ΍σϝϦοτʹ͸ਂ͘৮Ε·ͤΜ͕ɺ্هͷ؍఺͔ΒJNNVUBCMFͷߟ͑ํ͕ਪ঑͞Ε͍ͯΔҹ৅Ͱ͢ɻ

    View Slide

  44. ίϯςφ͸JNNVUBCMF͔ʁ
    ͦ΋ͦ΋ͳΜͰJNNVUBCMFΛ࣮ݱ͍͔ͨ͠ʁʁ
    ɹˠมߋͷੵΈॏͶʹΑΔτϥϒϧΛආ͚ΔͨΊ
    ɹɹFYʣߋ৽ͷࣦഊɺυΩϡϝϯτͱ࣮؀ڥͷࠩҟɺ؀ڥࠩҟͷൃੜ
    CBTF CBTF
    EJ
    ff
    @
    CBTF
    EJ
    ff
    @
    EJ
    ff
    @
    W W W
    มߋ
    ʢEJ
    ff

    มߋ
    ʢEJ
    ff

    ˞͜͜Ͱ͸NVUBCMFɺJNNVUBCMFͷҰൠతͳϝϦοτ΍σϝϦοτʹ͸ਂ͘৮Ε·ͤΜ͕ɺ্هͷ؍఺͔ΒJNNVUBCMFͷߟ͑ํ͕ਪ঑͞Ε͍ͯΔҹ৅Ͱ͢ɻ

    View Slide

  45. ίϯςφ͸JNNVUBCMF͔ʁ
    ͦ΋ͦ΋ͳΜͰJNNVUBCMFΛ࣮ݱ͍͔ͨ͠ʁʁ
    ɹˠมߋͷੵΈॏͶʹΑΔτϥϒϧΛආ͚ΔͨΊ
    ɹɹFYʣߋ৽ͷࣦഊɺυΩϡϝϯτͱ࣮؀ڥͷࠩҟɺ؀ڥࠩҟͷൃੜ
    CBTF CBTF
    EJ
    ff
    @
    CBTF
    EJ
    ff
    @
    EJ
    ff
    @
    W W W
    มߋ
    ʢEJ
    ff

    มߋ
    ʢEJ
    ff

    มߋ
    ʢEJ
    ff

    ͜Ε·Ͱͷมߋࠩ෼ͷੵΈॏͶ
    ʹΑΓมߋΛ൓өͰ͖ͳ͍
    ˞͜͜Ͱ͸NVUBCMFɺJNNVUBCMFͷҰൠతͳϝϦοτ΍σϝϦοτʹ͸ਂ͘৮Ε·ͤΜ͕ɺ্هͷ؍఺͔ΒJNNVUBCMFͷߟ͑ํ͕ਪ঑͞Ε͍ͯΔҹ৅Ͱ͢ɻ

    View Slide

  46. ίϯςφ͸JNNVUBCMF͔ʁ
    JNNVUBCMFͱ͍͏ݴ༿͸ҎԼͭͷҙຯͰ༻͍ΒΕΔҹ৅ɻ
    ᶃมߋΛՃ͑ͳ͍ʢෆมͷʣ
    ᶄมߋΛՃ͑ͤ͞ͳ͍ʢมߋෆՄೳͳʣ
    ߏ੒؅ཧ
    ߏ੒੍ޚ

    View Slide

  47. ίϯςφ͸JNNVUBCMF͔ʁ
    JNNVUBCMFͱ͍͏ݴ༿͸ҎԼͭͷҙຯͰ༻͍ΒΕΔҹ৅ɻ
    ᶃมߋΛՃ͑ͳ͍ʢෆมͷʣ
    ᶄมߋΛՃ͑ͤ͞ͳ͍ʢมߋෆՄೳͳʣ
    ίϯςφͷҰൠతͳϥΠϑαΠΫϧ͸͜Εʹ४͓ͯ͡Γɺ
    ͦΕʹଇͬͯ࢖͑͹ίϯςφ͸JNNVUBCMFͰ͋Δͱݴ͑Δ
    Ұൠతʹ͸ίϯςφ͸มߋՄೳͰ͋ΓJNNVUBCMFͰ͋Δͱ͸ݴ͑ͳ͍
    ˞ҼΈʹίϯςφΠϝʔδ͸͜ͷจ຺Ͱ΋JNNVUBCMFͱݴ͑Δ
    ߏ੒؅ཧ
    ߏ੒੍ޚ

    View Slide

  48. ίϯςφ͸JNNVUBCMFͳߏ੒؅ཧ
    Λ࣮ݱ͢Δ্Ͱ༗ޮͳखஈ

    View Slide

  49. ίϯςφ͸JNNVUBCMF͔ʁ
    ΠέͯΔ৽ೖࣾһ͘Μ
    ίϯςφΛษڧ࢝͠Ίͨ͹͔Γͷ৽ೖࣾһ͘Μʹฉ͍ͯΈ·ͨ͠ʂ

    View Slide

  50. ίϯςφ͸JNNVUBCMF͔ʁ
    ΠέͯΔ৽ೖࣾһ͘Μ
    ྲྀੴʂʂ
    ͪΌΜͱཧղ͍ͯ͠Βͬ͠Ό͍·ͨ͠ɾɾɾɾ
    ίϯςφΛษڧ࢝͠Ίͨ͹͔Γͷ৽ೖࣾһ͘Μʹฉ͍ͯΈ·ͨ͠ʂ

    View Slide

  51. ίϯςφ͸JNNVUBCMF͔ʁ
    ,VCFSOFUFT/PWJDF5PLZP
    ͔Β࢝ΊΔίϯςφͷֶͼํʢ!LFODBUBOʣ
    ࢿྉ
    IUUQTXXXTMJEFTIBSFOFUOUUEBUBUFDIIPXUPMFBSODPOUBJOFSLTOPWJDFUPLZPOUUEBUB
    ಈը
    IUUQTXXXZPVUVCFDPNXBUDI W,3K::UD+P
    ͦΜͳΠέͯΔ৽ೖࣾһ͘Μͷൃද͸ͪ͜Βʂ
    ͜Ε͔ΒίϯςφΛֶͼ࢝ΊΔਓ΍
    ୭͔ʹίϯςφΛڭ͑Δਓʹ͸
    ྑ͍ࢀߟʹͳΔ಺༰ͩͱࢥ͍·͢ʂ

    View Slide

  52. ͋ͱηΩϡϦςΟͷ࿩

    View Slide

  53. JNNVUBCMFͱηΩϡϦςΟ
    ίϯςφ͸JNNVUBCMFͳߏ੒؅ཧΛ࣮ݱ͢Δ্Ͱ༗ޮͳखஈͰ͸͋Γͭͭ΋ɺ
    ߏ੒੍ޚͷ؍఺͔Β͸JNNVUBCMFͰ͋Δͱ͸ݴ͑·ͤΜɻ
    ίϯςφʢͷSPPUGTʣ͕มߋՄೳͰ͋Δ͜ͱ͸ɺJNNVUBCMFͳߏ੒؅ཧͷ࣮ݱͷ๦͛ʹͳΔ͜ͱʹՃ͑ɺ
    ηΩϡϦςΟϦεΫʹ΋ͳΓಘΔͱݴ͑·͢ɻ
    ˞ݫີʹ͸ʮίϯςφͷSPPUGT͕มߋෆՄೳίϯςφ͕มߋෆՄೳʯͰ͸͋Γ·ͤΜɻ
    ɹ͔͠͠ͳ͕ΒίϯςφͷSPPUGTͷมߋՄ൱͸ίϯςφͷมߋՄ൱ʢJNNVUBCMFͳߏ੒੍ޚʣʹີ઀ʹؔΘ͖ͬͯ·͢ɻ
    Ҏ߱Ͱ͸ίϯςφʢͷSPPUGTʣ͕มߋՄೳͰ͋ͬͨ৔߹ʹɺ
    ۩ମతʹͲͷΑ͏ͳϦεΫ͕ൃੜ͠ಘΔ͔୅දྫΛࣔ͠·͢ɻ

    View Slide

  54. JNNVUBCMFͱηΩϡϦςΟ
    ྫ͑͹ҎԼͷΑ͏ʹ8FCαʔϏεΛఏڙ͢Δίϯςφ͕͋Δͱ͠·͢ɻ
    ϦεΫᶃɿίϯςφ಺ίϯςϯπͷվ᜵͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    6TFS
    JOEFYIUNM

    View Slide

  55. JNNVUBCMFͱηΩϡϦςΟ
    ྫ͑͹ҎԼͷΑ͏ʹ8FCαʔϏεΛఏڙ͢Δίϯςφ͕͋Δͱ͠·͢ɻ
    ϦεΫᶃɿίϯςφ಺ίϯςϯπͷվ᜵͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    6TFS
    JOEFYIUNM

    View Slide

  56. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶃɿίϯςφ಺ίϯςϯπͷվ᜵͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    "UUBDLFS
    8FCαʔϏεΛఏڙ͢Δίϯςφʹ߈ܸऀ͕ԿΒ͔ͷखஈʹΑΓ৵ೖͰ͖ͨͱ͠·͢ɻ
    ίϯςφͷSPPUGT͸มߋՄೳͳͷͰ8FCίϯςϯπΛఏڙ͢ΔϑΝΠϧΛฤू͢Δ͜ͱ͕Ͱ͖·͢ɻ
    TVEPTFEJFTIUUQTaaaXXXLBUBDPEBDPNaDPVSTFTaLVCFSOFUFTIUUQTaaaXXXHBDIJXBSVDPNWBSXXXIUNMJOEFYIUNM
    ίϯςφʢ߈ܸऀ୺຤͔Β৵ೖʣ
    JOEFYIUNM
    8FCίϯςϯπͷ
    վ᜵

    View Slide

  57. JNNVUBCMFͱηΩϡϦςΟ
    ߈ܸऀʹΑΔվ᜵͕ߦΘΕͨޙɺϢʔβʔ͕࠶౓8FCαΠτΛ๚ΕΔͱɾɾɾ
    ϦεΫᶃɿίϯςφ಺ίϯςϯπͷվ᜵͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    6TFS
    JOEFYIUNM

    View Slide

  58. JNNVUBCMFͱηΩϡϦςΟ
    ߈ܸऀʹΑΓίϯςϯπ͕վ᜵͞Ε͍ͯͨ͜ͱͰɺѱҙͷ͋ΔαΠτʹ༠ಋ͞Εͯ͠·͍·ͨ͠ɻ
    ϦεΫᶃɿίϯςφ಺ίϯςϯπͷվ᜵͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    6TFS
    JOEFYIUNM

    View Slide

  59. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶄɿίϯςφϗετ্ʹѱҙͷ͋ΔϑΝΠϧΛ഑ஔՄೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    "UUBDLFS
    ߈ܸऀʹΑΓίϯςφʹ৵ೖ͞Εɺѱҙͷ͋ΔϑΝΠϧΛ࡞੒͞Εͨͱ͠·͢ɻ
    ίϯςφʢ߈ܸऀ୺຤͔Β৵ೖʣ
    DNE
    DBU&0'DNE
    CJOTI
    ODMcCBTIcOD߈ܸ୺຤*1
    &0'
    DINPEYDNE
    DBU
    ϓϩάϥϜΛ࡞੒
    DNE
    ίϯςφϗετʹόοΫυΞΛ࢓ֻ͚ΔίϚϯυ

    View Slide

  60. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶄɿίϯςφϗετ্ʹѱҙͷ͋ΔϑΝΠϧΛ഑ஔՄೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    "UUBDLFS
    DNE
    ίϯςφ಺Ͱ࡞੒͞ΕͨϑΝΠϧͷ࣮ମ͸ɺϗετ্ͷಛఆσΟϨΫτϦʹଘࡏ͢Δ͜ͱʹͳΓ·͢ɻ
    ͜Ε͸ίϯςφͷSPPUGT͕ϗετ্ͷ0WFSMBZ'4͔ΒϚ΢ϯτ͞Ε͍ͯΔͨΊͰ͢ɻ
    DNE
    0WFSMBZGT
    6QQFSEJS
    -PXFSEJS -BZFS

    -PXFSEJS -BZFS

    XPSL
    DNE
    ࣮ମ͸ϗετ্ͷ
    0WFSMBZGTʹଘࡏ
    NPVOUUPWFSMBZ
    PWFSMBZPOUZQFPWFSMBZ SX SFMBUJNF MPXFSEJSWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSE
    JPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSE
    JPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSE
    JPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSE
    JPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGTWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGT VQQFSEJSWBSMJCDPOUBJOFSE
    JPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGT XPSLEJSWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTXPSL YJOPP
    ff


    ѱҙͷ͋ΔϑΝΠϧ͕
    ϗετʹ഑ஔ͞Εͨ
    ίϯςφʢ߈ܸऀ୺຤͔Β৵ೖʣ
    MTWBSMJCDPOUBJOFSEJPDPOUBJOFSETOBQTIPUUFSWPWFSMBZGTTOBQTIPUTGT
    DNEFUDSPPUSVOWBS
    ίϯςφϗετ

    View Slide

  61. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶃᶄΛ౿·͑ͨ۩ମతͳ߈ܸࣄྫΛ஌Γ͍ͨํ͸ɺ
    ҎԼηογϣϯ಺Ͱղઆ͍ͯ͠·͢ͷͰ͚ٓ͠Ε͹͝ࢹௌԼ͍͞ʢճ໨ʣ
    ಈը
    IUUQTFWFOUDMPVEOBUJWFEBZTKQDOEUUBMLT
    ࢿྉ
    IUUQTTQFBLFSEFDLDPNNPDIJ[VLJDPOUBJOFSEFWTFDVSJUZ

    View Slide

  62. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶅɿίϯςφ಺΁ͷෆਖ਼ͳϓϩάϥϜͷ%-͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    "UUBDLFS
    ίϯςφ಺Ͱͷมߋ͕Մೳͱ͍͏͜ͱ͸ɺύοέʔδ؅ཧπʔϧʢBQU΍ZVNʣΛ࢖ͬͯ೚ҙͷ
    ίϚϯυΛίϯςφ಺ʹΠϯετʔϧͨ͠Γɺѱҙͷ͋ΔϓϩάϥϜΛίϯςφ಺ʹ഑ஔ࣮͠ߦ
    ͢Δ͜ͱ͕ՄೳʹͳΓ·͢ɻ
    BQUHFUJOTUBMMZHJU
    HJUDMPOFIUUQTHJUIVCDPNTDVNKSEJSUZDPXWETPHJUEJSUZDPXWETP
    DEEJSUZDPXWETP
    NBLF
    ɾɾɾ
    ίϯςφʢ߈ܸऀ୺຤͔Β৵ೖʣ
    EJSUZDPXWETP
    ѱҙͷ͋ΔϓϩάϥϜΛ
    %-࣮ͯ͠ߦ

    View Slide

  63. JNNVUBCMFͱηΩϡϦςΟ
    ϦεΫᶅɿίϯςφ಺΁ͷෆਖ਼ͳϓϩάϥϜͷ%-͕Մೳ
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    8FC
    "UUBDLFS
    ͦͷ݁Ռɺίϯςφ͔Βϗετ΁ͷ৵ೖʢ$POUBJOFS#SFBLPVUʣΛڐͯ͠͠·͏ͳͲɺ
    ߋͳΔ߈ܸʹܨ͛ΒΕͯ͠·͏ϦεΫ͕͋Γ·͢ɻ
    IPTUOBNF
    LTDMVTUFSXPSLFS
    JE
    VJE SPPU
    HJE SPPU
    HSPVQT SPPU

    ίϯςφʢ߈ܸऀ୺຤͔Β৵ೖʣ
    ίϯςφϗετ΁ͷ
    ݖݶΛୣऔ
    EJSUZDPXWETP
    $POUBJOFS#SFBLPVU

    View Slide

  64. JNNVUBCMFͱηΩϡϦςΟ
    ʢࢀߟʣ%JSUZ$08
    ϦεΫᶅͷྫͰ͸%JSUZ$08ʢ$7&ʣͱݺ͹ΕΔίϯςφϗετͷ੬ऑੑΛར༻ͨ͠
    ߈ܸͷྫΛ͍ࣔͯ͠·͢ɻ
    ͜Ε͸ίϯςφϗετͷΧʔωϧʹWҎલͷ΋ͷΛ࢖༻͍ͯ͠Δ৔߹ɺ
    ίϯςφ಺ͰॴఆͷίʔυΛ࣮ߦ͢ΔͱίϯςφϗετͷಛݖΛऔಘͰ͖Δͱ͍͏΋ͷͰ͢ɻ
    %JSUZ$08 $7&
    %PDLFS$POUBJOFS&TDBQF
    IUUQTCMPHQBSBOPJETPGUXBSFDPNEJSUZDPXDWFEPDLFSDPOUBJOFSFTDBQF
    1P$ʢTDVNKSEJSUZDPXWETPʣ
    IUUQTHJUIVCDPNTDVNKSEJSUZDPXWETP
    ಈըʢ%JSUZ$08%PDLFS&TDBQFʣ
    IUUQTXXXZPVUVCFDPNXBUDI W#X6G)+9H:H

    View Slide

  65. Ͳ͏΍ͬͯ๷͙͔ʁʁ

    View Slide

  66. ίϯςφͷSPPUGTΛ3FBE0OMZʹ͢Δ
    ίϯςφʢͷSPPUGTʣ͕มߋՄೳͱ͍͏ঢ়ଶ͸ηΩϡϦςΟϦεΫʹͳΓಘΔͱݴ͑·͢ɻ
    ݴ͍׵͑Ε͹JNNVUBCMFͳߏ੒੍ޚͷ࣮ݱ͸ηΩϡϦςΟͷ؍఺͔Β΋ҙ͕ٛ͋Δͱݴ͑·͢ɻ
    ʢ/PU0OMZߏ੒؅ཧʣ
    Ҏ߱Ͱ͸ઌʹࣔͨ͠ϦεΫ΁ͷରࡦͱͯ͠
    ίϯςφͷSPPUGTΛ3FBE0OMZͱ͢ΔखஈΛ͝঺հ͠·͢ɻ
    ίϯςφͷSPPUGTΛ3FBE0OMZͱ͢΂͖ࢫ͸ҰൠతͳίϯςφηΩϡϦςΟͷϓϥΫςΟεͰ΋ड़΂ΒΕ͍ͯ·͢ɻ
    ɹ/*4541ΞϓϦέʔγϣϯίϯςφηΩϡϦςΟΨΠυʢ*1"೔ຊޠ຋༁൛ʣ
    ɹIUUQTXXXJQBHPKQ
    fi
    MFTQEG
    ɹ/4"$*4",VCFSOFUFT)BSEFOJOH(VJEBODFʢ,VCFSOFUFT1PETFDVSJUZʣ
    ɹIUUQTNFEJBEFGFOTFHPW"VH$53@,6#&3/&5&4)"3%&/*/((6*%"/$&1%'

    View Slide

  67. ίϯςφͷSPPUGTΛ3FBE0OMZʹ͢Δ
    ,VCFSOFUFTͰ͸ίϯςφͷىಈઃఆʹͯίϯςφͷSPPUGTΛ3FBE0OMZʹઃఆ͢Δ͜ͱ͕ՄೳͰ͢ɻ
    ͜͏͢Δ͜ͱͰɺίϯςφ಺ͰͷSPPUGTʹର͢Δॻ͖ࠐΈΛ൐͏ૢ࡞͕ېࢭ͞Εɺ
    ηΩϡϦςΟϨϕϧΛߴΊΔ͜ͱʹܨ͕Γ·͢ɻ
    BQJ7FSTJPOW
    LJOE1PE
    NFUBEBUB
    MBCFMT
    SVOVCVOUVSFBEPOMZ
    OBNFVCVOUVSFBEPOMZ
    TQFD
    DPOUBJOFST
    JNBHFVCVOUV
    OBNFVCVOUVSFBEPOMZ
    DPNNBOE<CJOTI D XIJMFEPTMFFQEPOF>
    TFDVSJUZ$POUFYU
    SFBE0OMZ3PPU'JMFTZTUFNUSVF
    VCVOUVJNNVUBCMFZNM
    SPPU!VCVOUVSFBEPOMZBQUHFUJOTUBMMZHJU
    ɾɾɾ
    8/PUVTJOHMPDLJOHGPSSFBEPOMZMPDL
    fi
    MFWBSMJCEQLHMPDLGSPOUFOE
    8/PUVTJOHMPDLJOHGPSSFBEPOMZMPDL
    fi
    MFWBSMJCEQLHMPDL
    &6OBCMFUPMPDBUFQBDLBHFHJU
    SPPU!VCVOUVSFBEPOMZDBU&0'DNE
    ɾɾɾ
    CBTIDBOOPUDSFBUFUFNQ
    fi
    MFGPSIFSFEPDVNFOU3FBEPOMZ
    fi
    MFTZTUFN
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    VCVOUVSFBEPOMZ
    DNE
    SPPUGT
    QSPDFTT
    CJO
    SPPU
    MPDBMBQBDIFMPHT
    VTS
    ɾ
    ɾ
    ɾ
    NPVOU
    SPPUGT

    PWFSMBZGT
    3FBE0OMZ
    ίϯςφͷSPPUGTΛ30ʹઃఆ
    8SJUF

    View Slide

  68. ίϯςφͷSPPUGTΛ3FBE0OMZʹ͢Δ
    ͔͠͠ͳ͕ΒίϯςφͷڍಈʹΑͬͯ͸ɺSPPUGT΁ͷॻ͖ࠐΈ͕ېࢭ͞Ε͍ͯΔͱਖ਼ৗʹίϯςφ͕ىಈͰ͖ͳ͍
    ৔߹΋͋Γ·͢ɻIUUQEͷΑ͏ʹίϯςφϓϩηε͕SPPUGT഑ԼͷಛఆσΟϨΫτϦʹϑΝΠϧΛग़ྗ͢Δಈ࡞Λ͢Δ৔߹͸ɺ
    SPPUGT͕3FBE0OMZͩͱίϯςφΛىಈ͢Δ͜ͱ͕Ͱ͖·ͤΜɻ
    BQJ7FSTJPOW
    LJOE1PE
    NFUBEBUB
    MBCFMT
    SVOIUUQESFBEPOMZ
    OBNFIUUQESFBEPOMZ
    TQFD
    DPOUBJOFST
    JNBHFIUUQE
    OBNFIUUQESFBEPOMZ
    TFDVSJUZ$POUFYU
    SFBE0OMZ3PPU'JMFTZTUFNUSVF
    IUUQESFBEPOMZZNM
    ›››LVCFDUMHFUQPIUUQESFBEPOMZ
    /".&3&"%:45"5643&45"354"(&
    IUUQESFBEPOMZ&SSPS TBHP
    T
    ›››LVCFDUMMPHTIUUQESFBEPOMZ
    ")IUUQE$PVMEOPUSFMJBCMZEFUFSNJOFUIFTFSWFSTGVMMZRVBMJ
    fi
    FEEPNBJOOBNF VTJOH4FUUIF4FSWFS/BNFEJSFDUJWFHMPCBMMZUPTVQQSFTTUIJTNFTTBHF
    ")IUUQE$PVMEOPUSFMJBCMZEFUFSNJOFUIFTFSWFSTGVMMZRVBMJ
    fi
    FEEPNBJOOBNF VTJOH4FUUIF4FSWFS/BNFEJSFDUJWFHMPCBMMZUPTVQQSFTTUIJTNFTTBHF
    <4BU/PW>
    3FBEPOMZ
    fi
    MFTZTUFN")DPVMEOPUDSFBUFVTSMPDBMBQBDIFMPHTIUUQEQJEJV5ODG
    <4BU/PW>")IUUQEDPVMEOPUMPHQJEUP
    fi
    MFVTSMPDBMBQBDIFMPHTIUUQEQJE
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    IUUQESFBEPOMZ
    DNE
    SPPUGT
    QSPDFTT
    CJO
    SPPU
    MPDBMBQBDIFMPHT
    VTS
    ɾ
    ɾ
    ɾ
    NPVOU
    3FBE0OMZ
    3FBE0OMZ
    ίϯςφͷSPPUGTΛ30ʹઃఆ
    SPPUGT

    PWFSMBZGT
    8SJUF
    8SJUF

    View Slide

  69. ίϯςφͷSPPUGTΛ3FBE0OMZʹ͢Δ
    ରࡦͱͯ͠ɺSPPUGT͸3FBE0OMZͱͭͭ͠ίϯςφϓϩηε͕ॻ͖ࠐΈΛߦ͏ඞཁ͕͋ΔσΟϨΫτϦͷΈ
    3FBE8JUFͰ7PMVNF.PVOUΛߦ͏ͱ͍͏ํ๏͕ߟ͑ΒΕ·͢ɻ
    ҎԼͰ͸ίϯςφىಈ࣌ʹର৅σΟϨΫτϦʹରͯ͠FNQUZ%JSʢҰ࣌తͳϘϦϡʔϜʣΛ࡞੒Ϛ΢ϯτ͍ͯ͠·͢ɻ
    BQJ7FSTJPOW
    LJOE1PE
    NFUBEBUB
    MBCFMT
    SVOIUUQESFBEPOMZ
    OBNFIUUQESFBEPOMZ
    TQFD
    DPOUBJOFST
    JNBHFIUUQE
    OBNFIUUQESFBEPOMZ
    TFDVSJUZ$POUFYU
    SFBE0OMZ3PPU'JMFTZTUFNUSVF
    WPMVNF.PVOUT
    OBNFMPHWPMVNF
    NPVOU1BUIVTSMPDBMBQBDIFMPHT
    WPMVNFT
    OBNFMPHWPMVNF
    FNQUZ%JS\^
    ›››LVCFDUMHFUQPIUUQESFBEPOMZ
    /".&3&"%:45"5643&45"354"(&
    IUUQESFBEPOMZ3VOOJOHNT
    $POUBJOFS)PTUʢ8PSLFS/PEFʣ
    IUUQESFBEPOMZ
    DNE
    SPPUGT
    QSPDFTT
    CJO
    SPPU
    MPDBMBQBDIFMPHT
    VTS
    ɾ
    ɾ
    ɾ
    NPVOU
    MPHWPMVNF
    NPVOU
    3FBE0OMZ
    3FBE8SJUFͰ
    7PMVNF.PVOU
    IUUQESFBEPOMZZNM
    ίϯςφͷSPPUGTΛ30ʹઃఆ
    ॻ͖ࠐΈ͕ඞཁ͕ྖҬΛ
    FNQUZ%JSʹϚ΢ϯτ
    SPPUGT

    PWFSMBZGT
    8SJUF

    View Slide

  70. ·ͱΊ
    JNNVUBCMFͱ͍͏ݴ༿ͷߟ͑ํ
    ɹɾߏ੒؅ཧͱߏ੒੍ޚͷ؍఺͕͋Δ
    ɹɾίϯςφ͸JNNVUBCMFͳߏ੒؅ཧΛ࣮ݱ͢Δ༗ޮͳखஈ
    ίϯςφ͕มߋՄೳͰ͋Δ͜ͱͷϦεΫͱରࡦ
    ɹɾίϯςφʢͷSPPUGTʣ͕มߋՄೳͰ͋Δ͜ͱͷϦεΫΛ͓఻͑͠·ͨ͠
    ɹɾίϯςφͰJNNVUBCMFͳߏ੒੍ޚΛ࣮ݱ͢ΔखஈͰ͋ΔSFBE0OMZ3PPU'JMFTZTUFNʹ͍͓ͭͯ఻͑͠·ͨ͠

    View Slide

  71. ,VCFSOFUFT׬શΨΠυୈ൛
    IUUQTCPPLJNQSFTTDPKQCPPLT
    $FSUJ
    fi
    FE,VCFSOFUFT4FDVSJUZ4QFDJBMJTU $,4

    IUUQTLPEFLMPVEDPNDPVSTFTDFSUJ
    fi
    FELVCFSOFUFTTFDVSJUZTQFDJBMJTUDLT
    $POUBJOFS4FDVSJUZ#PPL
    IUUQTDPOUBJOFSTFDVSJUZEFWTFDVSJUZCSFBLPVUUPIPTUIUNM
    %PDLFS,VCFSOFUFT։ൃɾӡ༻ͷͨΊͷηΩϡϦςΟ࣮ફΨΠυ
    IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE
    ίϯςφٕज़ೖ໳Ծ૝Խͱͷҧ͍Λ஌Γɺཁૉٕज़Λ৮ֶͬͯ΅͏
    IUUQTFIDBSFFSDPNFOHJOFFSIVCFOUSZ
    ࢀߟ

    View Slide

  72. ॳΊͯͷίϛϡχςΟొஃͱͯ͠࠷దͳ৔ͩͱࢥ͍·͢ʂ
    Έͳ͞Μ΋ੋඇొஃʹνϟϨϯδͯ͠Έ͍ͯͩ͘͞ʂ

    View Slide

  73. 5IBOL:PV

    View Slide