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Laravelのデプロイ戦略。VPSからDocker、Kubernates、サーバレスまで

 Laravelのデプロイ戦略。VPSからDocker、Kubernates、サーバレスまで

Tsuyoshi Tsurushima

February 16, 2019
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  1. -BSBWFMͷσϓϩΠઓུ
    714͔Β%PDLFSɺ,VCFSOBUFTɺαʔόϨε·Ͱ

    -BSBWFM+1$POGFSFODF
    5TVZPTIJ5TVSVTIJNB

    View Slide

  2. ௽ ౡ ߶
    4UPSF$MPVEגࣜձࣾ ୅දऔక໾
    ελʔτΞοϓΛ͸͡Ί·ͨ͠ɻ&31Λ4BB4Ͱఏڙ༧ఆͰ͢ɻ
    -BSBWFM 7VFKT /VYUKT
    ࢖ͬͯ·͢ɻ
    ٻਓ͢ΒͰ͖ͳ͍খ͞ͳձࣾͰ͕͢օ͞Μ஥ྑ͍ͯͩ͘͘͠͞ʂ
    ࠓ·ͰडୗͰখചɾྲྀ௨ۀ޲͚ͷγεςϜΛ࡞ͬͯ·ͨ͠ɻ
    Πϯϑϥߏஙɺอकӡ༻΋୲౰͍ͯ͠·ͨ͠ɻ
    UTVSVTIJNB
    U@UTVSV
    UUTVSV
    ˞೥લ

    5TVZPTIJ5TVSVTIJNB

    View Slide


  3. ຊ೔ͷεϥΠυ͸ޙ΄Ͳɺ4QFBLFS%FDLʹ
    Ξοϓ͍͖ͤͯͨͩ͞·͢ɻ
    ຊτʔΫ͸ݸਓͷݟղͰ͋Γɺ
    ॴଐ͢Δ૊৫ͷެࣜݟղͰ͸͋Γ·ͤΜɻ
    ϝϞΛऔΔΑΓ΋օ༷ࣗ਎ͷσϓϩΠʹ͍ͭͯ
    ߟ͑ͳ͕Βฉ͍͍͚ͯͨͩΕ͹ͱࢥ͍·͢ɻ
    ؾʹͳΔτϐοΫ͸τʔΫத΋άάͬͯΈ͍ͯͩ͘͞ʂ

    View Slide

  4. ͸͡Ίʹ
    σϓϩΠʹ͸༷ʑͳ໰୊ղܾํ๏͕͋Γɺ
    ෼Ͱ͸ޠΓ੾Ε·ͤΜɻ
    σϓϩΠʹ౴͑͸͋Γ·ͤΜɻ
    ͦΕͧΕͷνʔϜ΍؀ڥʹΑͬͯɺબ୒ࢶ͸ҧ͍·͢ɻ
    ͦ͜Ͱɺ෼ͰಓےΛཱͯ·͠ΐ͏ɻ

    View Slide

  5. օ͞ΜͷࠓͷσϓϩΠํ๏ΛΑΓਂ͘ཧղ͠ɺ
    ࠓޙͷϓϩΠઓུΛߟ͑ͯΈ͍ͯͩ͘͞ɻ
    1SPT$POTΛ஌Γɺ
    σϓϩΠΛߦ͏ͨΊʹ͸ԿΛ஌͍ͬͯΔඞཁ͕͋Δͷ͔ɺ
    ԿʹؾΛ͚ͭΕ͹͍͍ͷ͔ΛҰॹʹߟ͑·͠ΐ͏ɻ
    ϝϞΛऔΔΑΓ΋ɺͥͻɺ࿩Λฉ͖ͳ͕Βߟ͑ͯΈ͍ͯͩ͘͞ɻ

    View Slide


  6. Ξϯέʔτ
    օ͞Μͷ͜ͱΛগ͠ڭ͍͑ͯͩ͘͞

    View Slide

  7. Ξϯέʔτ
    σϓϩΠઌ
    "84 &$&$4 &$
    &$4 'BSHBUF
    &,4-BNCEB
    ($1 ($&("&(,&
    "[VSF 7.",48FC"QQPO-JOVY8FC"QQGPS$POUBJOFST
    )FSPLV
    ͦͷଞΫϥ΢υ 714
    ΦϯϓϨ
    Ϩϯλϧαʔό
    ͦͷଞ

    View Slide

  8. Ξϯέʔτ
    σϓϩΠํ๏ $*$%ͰͷσϓϩΠͷ৔߹͸࠷ऴతͳίϚϯυ
    '51ͳͲϩʔΧϧ͔ΒQVTI
    HJUQVMMEPDLFSDPNQPTFQVMMͳͲαʔόͰQVMM
    %FQMPZFS
    &OWPZFS
    "84$-*
    HDMPVE
    ͦͷଞ

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  9. Ξϯέʔτ
    %PDLFS
    ຊ൪؀ڥɾ։ൃ؀ڥͰར༻
    ։ൃ؀ڥͰར༻
    ݕূதɾֶशத
    ར༻͍ͯ͠ͳ͍

    View Slide

  10. Ξϯέʔτ
    ,VCFSOFUFT
    ຊ൪؀ڥͰར༻
    ݕূதɾֶशத
    ར༻͍ͯ͠ͳ͍

    View Slide


  11. ͍Ζ͍Ζ͋Γ͗͢·͢Ͷ
    ༷ʑͳํ๏͕͋Γɺॳ৺ऀ͔Βେن໛૊৫·Ͱɺ
    ͦΕͧΕͷεςʔδͰσϓϩΠʹ೰Έ͸͖ͭ·ͤΜɻ

    View Slide

  12. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠͷछྨ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

    View Slide

  13. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠͷछྨ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

    View Slide

  14. -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    • ։ൃ࣌ʹຊ൪؀ڥͷ͜ͱΛߟ͑ͳͯ͘΋ࡁΉɻ
    • ӡ༻ͷෛՙΛۃྗݮΒ͢ɻ
    • ٸʹେ͖ͳτϥϑΟοΫ͕དྷͯ΋ରԠͰ͖ΔΑ͏ʹɻ
    • Ͱ͖Δ͚ͩ҆͘ɻ
    • Ͱ͖Δ͚ͩૣ͘ɻ
    • ηΩϡΞͳΠϯϑϥʹ͍ͨ͠ɻ
    • ৽͍͠1)1࢖͍͍ͨɻ

    σϓϩΠΛߟ͑ͳͯ͘΋ྑ͍ঢ়ଶ͍͍ͬͯΑͶ

    View Slide

  15. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠΛ஌Δ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

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  16. σϓϩΠͷछྨ ͬ͘͟Γ෼ྨ
    ઌ૆୅ʑଓ͘ɺαʔό΁ͷσϓϩΠ
    ԿΒ͔ͷࣄ৘Ͱಉ͡αʔόΛར༻͠ଓ͚ͳ͍ͯ͘Δɻ
    େมͩͱ͸Θ͔ͬͯΔ͚Ͳɺม͑ͮΒ͍ɻ
    1BB4
    ͦΕͧΕͷ1BB4ݻ༗ͷ஌͕ࣝඞཁɻ1BB4ʹ৐ΕΔൣғͰ͋Ε͹ɺ͓खܰɻ
    ͳΜͱͳ͘ɺ؀ڥ͸͋Δ͚ͲɺϩʔΧϧ؀ڥͰ׬શͳ࠶ݱ͢Δͷ͸೉͍͠ɻ
    %PDLFS
    σϓϩΠେຊ໋ɻͲͷ؀ڥͰ΋ίϯςφ಺͸ಉҰ؀ڥɻ
    %PDLFSίϯςφΛͲ͏σϓϩΠ͢Δ͔͕ϙΠϯτɻ

    View Slide

  17. σϓϩΠઌ
    "84 &$ &$4 &$
    &$4 'BSHBUF
    &,4-BNCEB
    ($1 ($& ("&(,&
    "[VSF 7. ",48FC"QQPO-JOVY8FC"QQGPS$POUBJOFST
    )FSPLV
    ͦͷଞΫϥ΢υ 714
    ΦϯϓϨ
    Ϩϯλϧαʔό
    ͦͷଞ

    ઌ૆୅ʑଓ͘ɺαʔό΁ͷσϓϩΠ

    View Slide

  18. σϓϩΠઌ
    "84 &$ &$4 &$
    &$4 'BSHBUF
    &,4-BNCEB
    ($1 ($&("& (,&
    "[VSF 7.",48FC"QQPO-JOVY 8FC"QQGPS$POUBJOFST
    )FSPLV
    ͦͷଞΫϥ΢υ 714
    ΦϯϓϨ
    Ϩϯλϧαʔό
    ͦͷଞ

    1BB4

    View Slide

  19. σϓϩΠઌ
    "84 &$&$4 &$
    &$4 'BSHBUF
    &,4 -BNCEB
    ($1 ($&("&(,&
    "[VSF 7.",4 8FC"QQPO-JOVY8FC"QQGPS$POUBJOFST
    )FSPLV
    ͦͷଞΫϥ΢υ 714
    ΦϯϓϨ
    Ϩϯλϧαʔό
    ͦͷଞ

    %PDLFS

    View Slide

  20. ઌ૆୅ʑଓ͘ɺαʔό΁ͷσϓϩΠ
    714Ϩϯλϧαʔό ͳͲ
    ·ͣ͸ɺσϓϩΠͷࣗಈԽΛ໨ࢦ͠·͠ΐ͏ɻ
    1)1͕Α͚Ε͹ %FQMPZFS ͳͲ͕͋Γ·͢ɻӬଓσʔλͷѻ͍Λݟ௚͢
    ϑΝʔετεςοϓͰ͢ɻ
    ·ͣ͸ࢦఆͨ͠ӬଓσʔλҎ֎͸͍ͭͰ΋ഁغͰ͖Δ؀ڥΛͭ͘Γɺ
    %PDLFS΍1BB4΁ͷҠߦ΋ݕ౼͠·͠ΐ͏ɻ

    View Slide

  21. 1BB4
    ("&8FC"QQPO-JOVY)FSPLVͳͲ
    جຊతʹ͸ͲͷαʔϏεͰ΋ઃఆϑΝΠϧͰઃఆΛߦ͍ɺ
    σϓϩΠ͸DMJͰҰൃɻ$*$% ͱͷ࿈ܞ΋༰қͰ͢ɻ
    શମతʹ-BSBWFM༻ͷυΩϡϝϯτ΋๛෋Ͱ͢ɻ
    &MBTUJD#FBOTUBML΁ͷ -BSBWFMΞϓϦέʔγϣϯͷσϓϩΠ
    IUUQTEPDTBXTBNB[PODPNKB@KQFMBTUJDCFBOTUBMLMBUFTUEHQIQMBSBWFMUVUPSJBMIUNM
    1BB4ʹ৐͔ͬΔ͜ͱ͕େࣄͰ͢ɻ

    View Slide

  22. %PDLFSϚωʔδυ
    "NB[PO&$4&$4'BSHBUF 8FC"QQGPS$POUBJOFSTͳͲ
    &$4 &$Ͱ͸ΠϯελϯεͱίϯςφΛͦΕͧΕεέʔϧͤ͞Δඞཁ͕͋
    ΔͨΊɺϙϦγʔ͕ͦΕͧΕඞཁͰ͢ɻ
    &$4͸ EPDLFSDPNQPTF ͷΑ͏ʹλεΫΛఆٛ͠ɺαʔϏεΛ࡞Γ·͢ɻ
    ޙ΄Ͳɺৄ͘͠આ໌͠·͢ɻ

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  23. "84-BNCEB
    ࠷ۙ1)1ʹΦϑΟγϟϧͰରԠ͠·ͨ͠ɻ
    ࣮ߦํ๏ʹएׯٙ໰͸͋Δ΋ͷͷɺࢼ͍ͯ͠Δํ͕૿͖͑ͯ·ͨ͠ɻ
    ͞Βʹɺ%PDLFSͷΠϝʔδ͔Β-BNCEBΛ࡞੒͢Δίϯόʔλʔ΋ɻ
    IUUQTHJUIVCDPNBXTMBCTBXTMBNCEBDPOUBJOFSJNBHFDPOWFSUFS

    View Slide

  24. ,VCFSOFUFT ؔ܎
    &,4(,&",4
    ,VCFSOFUFTͷϚωʔδυ؀ڥ΋֤ࣾଗͬͯ·͢ɻ

    View Slide

  25. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠΛ஌Δ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

    View Slide


  26. ͜Ε͸ɺ൵͍͓͠࿩Ͱ͢ɾɾɾ

    View Slide


  27. ̍୆͔ΒͷมભΛྫʹ
    ͋ΔΤϯδχΞ͕Ұਓ͚ͩͷελʔτΞοϓͰɺ
    -BSBWFMΛར༻ͯ͠αʔϏεΛ&$ͰϦϦʔεͨ͠ͱ͍͏γφϦΦɻ

    View Slide


  28. VPC
    AWS Cloud
    Availability Zone
    Public subnet
    EC2
    Apache
    PHP
    MySQL
    Elastic IP Address

    View Slide


  29. ΞΫηε૿Ճ
    ·ͣ͸%#Λ෼཭ɻ3%4ར༻։࢝ɻ

    View Slide


  30. VPC
    AWS Cloud
    Availability Zone
    Elastic IP Address
    Public subnet
    Private subnet
    EC2
    Apache
    PHP
    RDS Aurora

    View Slide


  31. ͪΐͬͱΞΫηε૿Ճ
    &$ΠϯελϯεͷεϖοΫΛ্͛Δɻ

    View Slide


  32. VPC
    AWS Cloud
    Availability Zone
    Elastic IP Address
    Public subnet
    Private subnet
    EC2
    Apache
    PHP
    RDS Aurora

    View Slide


  33. ͞ΒʹΞΫηε૿Ճ
    νϡʔχϯάͱ͔ࢼ͠·͢ΑͶɻ
    ୆ͰੑೳΛग़͢ͷ͕೉͘͠ͳΓɺ&$ΠϯελϯεΛෳ਺୆ʹɻ
    ͜ͷλΠϛϯάͰϢʔβʔը૾ͳͲΛ4ʹٸ͍ͰҠߦɻ

    View Slide


  34. VPC
    AWS Cloud
    Availability Zone
    Public subnet
    Private subnet
    RDS Aurora
    EC2
    ELB
    Amazon S3

    View Slide


  35. $*$%ʹҠߦ͍ͨ͠
    ձࣾ͸ΤϯδχΞ͕ٸ଎ʹ૿͑ɺνʔϜ։ൃମ੍΁ɻ
    (JU)VCΛϕʔεʹ$*πʔϧΛಋೖɻ

    View Slide


  36. VPC
    AWS Cloud
    Availability Zone
    Public subnet
    Private subnet
    RDS Aurora
    EC2
    ELB
    Amazon S3

    View Slide


  37. Πϯελϯε૿΍͢ͷਏ͍໰୊
    ߏ੒؅ཧπʔϧͳͲͰؤுΔɻ
    ࣾ಺ʹΠϯϑϥ୲౰͕Ͱ͖ͯɺ։ൃͱ෼཭ɻ
    ଞʹ΋໰୊͸ࢁੵΈͷঢ়ଶɻ

    View Slide


  38. "84ྉۚߴ͍໰୊
    $&0ɺ7$͔Βଞࣾʹൺ΂ͯ"84ྉ͕ۚߴ͍ͱਧ͖ࠐ·ΕΔɻ
    ͜ͷن໛ͰΠϯϑϥඅ͕ສ௒͑͸͓͔͍͠ͱϓϨογϟʔɻ
    7$͔Β͸ΞυόΠβʔਓࡐ঺հ͕ߦΘΕࣾ಺͸ΧΦεঢ়ଶʹɻ

    View Slide


  39. αʔϏεෆ҆ఆ໰୊
    ͳΜͱ͔ΠϯϑϥνʔϜͷྗΛआΓͯɺ
    ΦʔτεέʔϧʹରԠ͢Δ΋ෆ҆ఆɻ
    ༷ʑͳϚωʔδυαʔϏεಋೖΛݕ౼͢Δ΋ɺͳ͔ͳ͔౿Έ੾Εͣɻ

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  40. ಥવͷηΩϡϦςΟΠϯγσϯτ
    ͋Δ೔ɺ"84ʹݟ஌Β͵Πϯελϯε͕ൃݟ͞ΕΔɻ
    Ծ૝௨՟ͷϚΠχϯά͕ߦΘΕ͍ͯͨ໛༷ɻ

    View Slide


  41. $50͕ಥવͷ1)1΍ΊΔએݴ
    ͦΕ͸͋Δ೔ͷ͜ͱͩͬͨɻͳΜ͔ฉ͍ͨ͜ͱ͋Δ࿩ɻ
    ΁ͷҠߦͱ'8ͷόʔδϣϯΞοϓΛݕ౼͚ͨ͠Ͳɺ
    ݟੵ΋ΒΕͨҠߦεέδϡʔϧ͸೥ɻ

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  42. σϓϩΠͷ໰୊͸
    ݴޠ΍'8ͷ໰୊Ͱ͸͋Γ·ͤΜɻ

    View Slide


  43. Ͳ͏͢Ε͹Α͔ͬͨͷ͔
    Ͳ͏͢Ε͹εϜʔζʹαʔϏεΛεέʔϧͰ͖͔ͨɺ
    ߟ͑ͯݟ͍ͯͩ͘͞ɻ
    ҰྫͰ͕͢ɺ঺հ͠·͢ɻ

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  44. VPC
    AWS Cloud
    ap-northeast-
    1 a
    Public subnet
    ap-northeast-
    1 c
    ap-northeast-
    1 d
    Private subnet
    AWS CodeCommit
    AWS CodeBuild
    AWS CodeDeploy
    AWS CodePipeline
    Amazon DynamoDB
    Amazon S3

    Amazon SQS
    Amazon ECR
    Amazon SES
    ALB

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  45. ૣظʹΦʔτεέʔϧରԠΛݟਾ͑Δ
    -BSBWFMʹ͸༏लͳΫϥ΢υରԠͷ࢓૊Έ͕४උ͞Ε͍ͯ·͢ɻ
    ͸͡Ί͔ΒɺεέʔϧͰ͖ΔΑ͏ʹӬଓσʔλͷѻ͍ʹ஫ҙ͠·͠ΐ͏ɻ
    4ͳͲͷ֎෦ετϨʔδΛར༻͠ɺ/'4ʹཔΒͳ͍Ͱ͍͍γεςϜΛ࡞Γ
    ·͠ΐ͏ɻ
    ޙ΄Ͳɺ-BSBWFMͰͷϙΠϯτΛ͓఻͑͠·͢ɻ

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  46. $*$%ͷߏங
    "84ͰͷσϓϩΠͰ͸ "84$PEF1JQFMJOF Λ࢝Ίʹݕ౼͢΂͖Ͱ͢ɻ
    #MVF(SFFO%FQMPZNFOUͳͲɺෳࡶͳཁ݅ʹ΋ରԠ͍ͯ͠·͢ɻ
    ͦΕҎ֎Ͱ΋༷ʑͳ1JQFMJOFαʔϏε͕͋Γ·͢ɻ
    ·ͨɺͦΕҎ֎ͷ৔߹Ͱ΋ɺ։ൃ͸HJU QVTI·ͰͰɺͦͷઌ͸ۃྗࣗಈԽ
    ͢΂͖Ͱ͢ɻ
    (JU-BC΍+FOLJOTͳͲ΋ซ༻ՄೳͰ͢ɻ

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  47. Ϋϥ΢υωΠςΟϒ΁ͷཧղ
    Ϋϥ΢υ΁ͷରԠΛҙࣝ͠ͳ͍··γεςϜΛߏஙͨ͜͠ͱͰɺ
    γεςϜ͕ϏδωεͷোนͱͳΔ͜ͱ΋͋Γ·͢ɻ
    ·ͩܦݧ͕ͳ͍ํ΋ɺҰ౓%PDLFS΍'BSHBUFͳͲΛମݧͯ͠Έ·͠ΐ͏ɻ

    View Slide

  48. Πϯϑϥͷݟ௨͠Λ͚ͭΑ͏
    νʔϜ΍Ϗδωεͷঢ়گΛݟ্ͨͰɺͲͷΑ͏ͳΠϯϑϥߏ੒ʹม͍͑ͯ
    ͔͘ͱ͍ͬͨϩʔυϚοϓΛඳ͘͜ͱ͸ඇৗʹॏཁͰ͢ɻ
    ͋Δ΂͖͕࢟ͳ͍ͱɺݱঢ়ʹ߹ΘͤͨγεςϜ͕ڊେԽ͍͖ͯ͠·͢ɻ
    Ϋϥ΢υͷਐԽ͸ૣ͍ͷͰɺ͋Δ΂͖࢟͸ॊೈʹมԽͤ͞Δ͜ͱΛ͓͢͢
    Ί͠·͢ɻ
    Πϯϑϥ͸ɺΠϯϑϥΤϯδχΞ͚͕ͩݟΕ͹͍͍Θ͚Ͱ͸͋Γ·ͤΜɻ
    νʔϜͷϝϯόʔͰݕ౼͢΂͖Ͱ͢ɻ

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  49. ࣮ࡍͷ͜ͷߏ੒ͰͷมԽ
    • &$Ͱؤு͍ͬͯͨ࣌୅ʹൺ΂ɺεέʔϧ͕଎͘ɻ
    ෼ҎԼͰ਺े୆ͷεέʔϧ͕Մೳ
    • "84ಛ༗ͷӡ༻Πϕϯτ͕͋ͬͯ΋
    Ϛϧν";ߏ੒ͰˋҎ্ͷ4-"
    • ྉ͕ۚ҆͘ɻ
    &$࣌୅ΑΓ΋Φʔτεέʔϧ͕҆ఆ͖ͯ͠Ίࡉ΍͔ͳઃఆ͕Մೳʹɻ

    View Slide

  50. • όʔδϣϯΞοϓͳͲߋ৽΍௥Ճ͕େ୾ʹߦ͑ΔΑ͏ʹɻ
    • ϚΠΫϩαʔϏεԽɻ
    Ұ෦Λ੾Γ཭ͯ͠ผͷ&$4αʔϏεʹ੾Γ཭ͤΔΑ͏ʹɻ

    View Slide

  51. Φʔτεέʔϧʹ͍ͭͯ
    Ұ೔ͷมಈͷେ͖͍αʔϏεͰɺ
    -*/&഑৴ͳͲٸܹʹΞΫηε͕૿͑Δ৔߹ʹ΋ରԠɻ
    ΄΅ɺ$16ͷ࢖༻཰͕ʙˋͷؒʹऩ·ΔΑ͏ʹɻ
    ϐʔΫ࣌λεΫ਺ɺϛχϚϜλεΫ਺ఔ౓ɻ
    ಛʹ௿͍ͷ͸࠷௿୆਺Λগ͠ଟΊʹ͍ͯ͠Δͱ͍͏ࣄ৘͋Γɻ

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  52. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠΛ஌Δ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

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  53. -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    ୆ͷαʔόͰՔಇ͢ΔલఏͰͭ͘Βͳ͍ɻ
    Ӭଓσʔλ͸͢΂ͯ੾Γ཭ͤΔঢ়ଶΛ࡞Δɻ
    • $POGJHVSBUJPO
    • 'JMF4UPSBHF
    • 4FTTJPO
    • %BUBCBTF
    • 2VFVFT
    • 5BTL4DIFEVMJOH
    ͢΂ͯɺ-BSBWFMͷΦϑγϟϧυΩϡϝϯτʹώϯτ͕͋Γ·͢ɻ

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  54. $POGJHVSBUJPO
    IUUQTMBSBWFMDPNEPDTDPOGJHVSBUJPO
    ઃఆɺ෼཭Ͱ͖ͯ·͔͢ɻ
    DPOGJHҎԼʹ࣮ࡍͷύϥϝʔλʔΛೖΕͯͳ͍Α͏ʹɻ
    FOW Λ࢖͏͔ɺ%PDLFSͰ͸؀ڥม਺Λ࢖͍·͠ΐ͏ɻ
    ઃఆͷ෼཭͸εέʔϧରԠͷୈҰาͰ͢ɻ
    -BSBWFMͷൣᙝҎ֎΋ޙ΄Ͳɻ

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  55. 'JMF4UPSBHF
    IUUQTMBSBWFMDPNEPDTGJMFTZTUFN
    -BSBWFMͷ4UPSFHFΛ࢖͑͹ɺ
    ΞοϓϩʔυઌΛ༰қʹมߋ͕Մೳɻ
    αʔό಺ͷετϨʔδΑΓ΋4ͳͲͷ΄͏͕
    ઃܭ্ͷ৴པੑɺ଱ٱੑ͕ߴ͍Ͱ͢ɻ
    ετϨʔδͷઃఆ͚ͩ͸ؾΛ͚ͭ·͠ΐ͏ɻ

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  56. View Slide

  57. 4FTTJPO
    IUUQTMBSBWFMDPNEPDTTFTTJPO
    ࣮ࡍʹεέʔϧ͢Δ؀ڥ΁ͷҠߦλΠϛϯάͰͷมߋͰ΋0,ɻ
    %#ΑΓ΋ɺ଎͍3FEJT΍NFNDBDIFEΛར༻͠·͠ΐ͏ɻ
    େखΫϥ΢υͰ͋Ε͹ɺϚωʔδυαʔϏεͷར༻͕͓͢͢Ίɻ
    ΦʔτεέʔϧͰ؇΍͔ͳ૿ݮ͸͍͍ͩͨ໘౗Λݟͯ͘Ε·͢ɻ
    "84ͳΒ%ZOBNP%#ͰΦϯσϚϯυΩϟύγςΟʔϞʔυΛ
    ࢖͑͹ɺΦʔτεέʔϧ΋ؾʹ͠ͳ͍͍ͯ͘ɻ

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  58. 57

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  59. %BUBCBTF
    IUUQTMBSBWFMDPNEPDTEBUBCBTF
    ͸͡Ί͔ΒɺSFBEͱXSJUFͷઃఆΛ࢖͍·͠ΐ͏ɻ
    ಉҰͰ΋෼͚ͨ΄͏͕޾ͤʹͳΕ·͢ɻ
    Ϋϥ΢υͰ.VMUJ";ʹ͢ΔͳΒɺ͸͡Ί͔ΒSFBEͱXSJUFΛ෼
    ͚ΔͱҰͭԼͷεϖοΫͰSFBEෳ਺ͷ΄͏͕҆৺Ͱ͖·͢ɻ
    "84ͳΒগ͠ߴ͍͚Ͳɺ"VSPSBγϦʔζΛݕ౼ɻ
    Φʔτεέʔϧઃఆ͢Ε͹ɺ͍͍͍͍ͩͨײ͡ʹͳΓ·͢ɻ

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  60. 2

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  61. 2VFVFT
    IUUQTMBSBWFMDPNEPDTRVFVFT
    ࢖͍ͬͯͳ͍ํ΋͍Δͱࢥ͍·͕͢ɺ
    ࣮֬ʹ࣮ߦ͍ͨ͠δϣϒʹ͓͢͢ΊͰ͢ɻ
    NTͰ΋ૣ͘ϢʔβʔʹϨεϙϯεΛฦͨ͢Ίʹ
    ϝʔϧૹ৴͔Β࢖͍࢝Ίͯ΋͍͍ͱࢥ͍·͢ɻ
    2VFVFXPSLFSͷεέʔϧ͸ผͷ࿩ͱͯ͠ɺ
    جຊతʹεέʔϧΛҙࣝ͢Δඞཁ͸͋Γ·ͤΜɻ

    View Slide

  62. 5BTL4DIFEVMJOH
    IUUQTMBSBWFMDPNEPDTTDIFEVMJOH
    ࢓૊Έ͸DSPOΛͻͨ͢Β࣮ߦ͢Δ͚ͩɻ
    Ͱ΋ɺλεΫͷࣦഊɺ؅ཧͰ͖ͯ·͔͢ʁ
    σʔϞϯͰ͸ͳ͍ͷͰɺҰ෦૬ੑ͕ѱ͍σϓϩΠઌ͕͋Γ·͢ɻ
    σʔϞϯԽ͢Δ͔ɺ2VFVFͰ࣮ߦ͢ΔΑ͏ʹ޻෉ͨ͠΄͏৔߹
    ΋ɻ
    l3VOOJOH5BTLT0O0OF4FSWFSz͕ඞཁͳλεΫʹ஫ҙɻ

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  63. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠΛ஌Δ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

    View Slide


  64. %PDLFS

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  65. %PDLFS
    • %PDLFSΛຊ൪؀ڥʹಋೖ͢ΔͷͰ͋Ε͹ɺ$*$%͸ඞਢɻ
    ͳ͍ͱ%PDLFSͷӡ༻͸େมɻ
    • ։ൃɾຊ൪྆ํͰ࢖͑ΔϕʔείϯςφΛ४උɻ
    -BSBWFMҎ֎͸ͦͷ··࢖͑Δίϯςφ͕͍͍ͱࢥ͍·͢ɻ
    • ຊ൪Ͱ͸ɺඞͣιʔε͸ϏϧυͰίϯςφ಺ʹɻ
    7PMVNFϚ΢ϯτͰຊ൪Λ࡞ͬͯ͸͍͚·ͤΜɻ

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  66. %PDLFSϩʔΧϧͰͷ։ൃ
    • ϩʔΧϧͰͷ։ൃͰ͸ɺલड़ͷϕʔείϯςφΛఆٛͨ͠EPDLFS
    DPNQPTF͕͓͢͢ΊͰ͢ɻ
    • EPLDFSDPNQPTFVQͰαʔϏεΛ·ͱΊͯىಈͯ͠ɺ
    EPDLFSDPNQPTFFYFD999ͰίϯςφʹೖΕ·͢ɻ

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  67. (PPHMFɺίϯςφ࡞੒ͷͭͷϕετϓϥΫςΟεΛެ։
    IUUQTXXXBUNBSLJUDPKQBJUBSUJDMFTOFXTIUNM
    ίϯςφ͝ͱʹͭͷΞϓϦέʔγϣϯΛύοέʔδϯά͢Δ
    1*%ͱγάφϧॲཧɺκϯϏϓϩηεΛద੾ʹѻ͏
    %PDLFSͷϏϧυ࣌ͷΩϟογϡར༻Λ࠷దԽ͢Δ
    ෆཁͳπʔϧΛ࡟আ͢Δ
    ΠϝʔδͷαΠζΛͰ͖Δ͚ͩখ͘͢͞Δ
    Πϝʔδ΁ద੾ʹλάΛ෇͚Δ
    ެ։ΠϝʔδΛ࢖͏͔Ͳ͏͔Λ৻ॏʹݕ౼͢Δ

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  68. #VJMEͱઃఆͷ෼཭
    ຊ൪༻ίϯςφɺεςʔδϯά༻ɺ։ൃ༻ίϯςφͱίϯςφΛෳ਺४උ
    ͍ͯ͠·ͤΜ͔ʁ
    #VJME࣌ʹ QIQJOJ ΍ OHJOYDPOG Λͦͷ··ಉ͍ࠝͯ͠·ͤΜ͔ɻ
    &/53:10*/5Λ׆༻͢Δͱɺ&/53:10*/5Ͱ؀ڥม਺Λड͚औΓ
    DPOGJHΛม͑Δίϯςφ͕࡞੒Ͱ͖·͢ɻ
    ίϯςφͷ࠶Ϗϧυͳ͠ʹઃఆ͕มߋͰ͖·͢ɻ
    νϡʔχϯάͷͨΊʹίϯςφΛ࠶Ϗϧυ͢Δ͜ͱ͸΍Ί·͠ΐ͏ɻ

    View Slide


  69. Α͘ݟ͔͚Δؾʹͳͬͨ఺Λ͍͔ͭ͘

    View Slide

  70. "84ͷηΩϡϦςΟ
    • *".Λ࢖͍·͠ΐ͏ɻ
    &$΍'BSHBUF͸ඞͣ3PMFΛ࡞੒͠·͠ΐ͏ɻ
    ຊ൪؀ڥͰ͸"84ͷ"1*ΩʔΛηοτͨ͠Βෛ͚ɻ
    ඞཁ࠷௿ݶͷݖݶΛ෇༩͠·͠ΐ͏ɻશݖݶ෇༩ઈରμϝɻ
    • 'BSHBUFͰ͸ɺ"844ZTUFNT.BOBHFSύϥϝʔλετΞ
    ͕؆୯ʹ࢖͑ΔͷͰɺ
    %#઀ଓͳͲͷେࣄͳΩʔ͸͔ͦ͜ΒಡΈࠐΈɻ

    View Slide

  71. • ηΩϡϦςΟʔάϧʔϓΛઃఆ͠·͠ΐ͏ɻ
    ͓͢͢Ί͸4(ʹରͯ͠4(͔ΒڐՄΛ͢Δ͜ͱͰ͢ɻ
    FMCҎ֎Ͱ͸جຊతʹɺ*1Λϧʔϧʹ͔͘ඞཁ͸ͳ͍͸ͣͰ͢ɻ

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  72. • ετϨʔδͷ҉߸ԽͳͲɺ"84͸͋ͱ͔ΒมߋͰ͖ͳ͍᠘͕
    ଟ͍ͷͰ஫ҙɻ
    • "84͸ϙΠϯτ͸ଟ͍͚Ͳɺઃఆ͕Ͱ͖Ε͹͘͢͝ηΩϡΞɻ
    ઃఆͰ͖ͳ͍ͱɾɾɾ

    View Slide

  73. %PDLFSͷηΩϡϦςΟ
    • %PDLFSͷίϯςφ͸Ϗϧυͨ͠ͱ͖ͷ··ͱ͍͏͜ͱΛ๨Εͣʹɻ
    ੬ऑੑ΋ͦͷ··Ͱ͢ɻ
    • ϕʔείϯςφ͸ఆظతʹϏϧυ͠௚͢ɻ
    ྫ͑͹ɺ QIQGQNBMQJOFΛϕʔεʹࣗࣾͷϕʔεΠϝʔδΛ࡞͍ͬͯΕ͹ɺ
    ࠷ऴϏϧυҎ߱ͷมԽ͸࠶Ϗϧυ͠ͳ͍ͱ൓ө͞Εͳ͍ɻ
    • ੬ऑੑεΩϟφΛ͔͚Α͏ɻ
    ($3Ͱ͸͢ͰʹରԠࡁΈɻ"84&$3Ͱ΋΋͏͙͢ରԠ༧ఆɻ
    • %PDLFSͷϕʔείϯςφ͸৴པͰ͖ΔίϯςφΛϕʔεʹɻ
    ໺ྑίϯςφΛຊ൪Ͱ࢖͏ͷ͸΍ΊΑ͏ɻ

    View Slide

  74. Ϋϥ΢υ΁ͷରԠ
    • 5JNF[POF ͷઃఆΛ๨Εͣʹɻ%PDLFSͰ͸ίϯςφ΁ͷରԠ
    ΋ඞਢɻ
    • ϝʔϧ
    ඞͣ֎෦ͷ4.51αʔόΛ४උ͠·͠ΐ͏ɻ
    4FOEHSJE "844&4(4VJUFͷ4.51΋͔ͭ͑·͢ɻ
    • &-#Λར༻͢Δࡍ͸ඞͣ 9'PSXBSEFE'PS ʹରԠ
    *1͸ඞͣऔΕΔΑ͏ʹ͠·͠ΐ͏ɻϩάͱɺ1)1྆ํɻ

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  75. ϩά
    • ඞͣͱΓ·͠ΐ͏ɻͳʹ͔͋ΔͱɺٻΊΒΕ·͢ɻ
    ඞཁͩͱݴΘΕͨͱ͖ʹ͸͢Ͱʹ࣌஗͠Ͱ͢ɻ
    • ϩάͷอ؅ϙϦγʔΛܾΊ·͠ΐ͏ɻ
    ϩά΋αʔόʹอ؅͠ͳ͍࣌୅Ͱ͢ɻ
    • ؆୯ͳํ๏͸ "
    $MPVEXBUDI -PHT (
    4UBDLESJWFS -PHHJOH ͳͲɻ

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  76. • -BSBWFMͷMPH΋ඞͣग़ྗ͠·͠ΐ͏ɻ
    NPOPMPHͰɺΤϥʔϩάʹग़ྗ͠·͠ΐ͏ɻ
    %PDLFSͳΒΤϥʔϩάग़ྗΛม͑·͠ΐ͏ɻ
    • 'BSHBUF ͸ 'MVFOUE ʹ΋΋͏͙͢ରԠ༧ఆɻ
    IUUQTTQFBLFSEFDLDPNUPSJDMTDPOUBJOFSTBUBXTSFJOWFOU


    View Slide

  77. αʔό؂ࢹ
    • %BUBEPHͳΒ 'BSHBUF ΋؂ࢹͰ͖·͢ɻ
    5BTL͝ͱʹ௥Ճ͠·͢ɻ
    • ؂ࢹͳ͠ʹ͸҆ఆతͳӡ༻͸Ͱ͖·ͤΜɻ
    • $MPVE8BUDIͳͲɺج൫ଆͷϝτϦΫε΋؂ࢹͰ͖Δମ੍͕ϕετɻ

    View Slide

  78. ྫ֎ϋϯυϥ
    օ͞Μɺ4FOUSZ΍ #VHTOBH ͸࢖ͬͯ·͔͢ʁ
    ඇৗʹ༏लͰ͢ɻ͍ͭԿ͕ى͔͕ͬͨ֬͜ೝͰ͖·͢ɻ
    ΋͏ɺϢʔβʔʹΤϥʔใࠂΛظ଴͢Δͷ͸΍Ί·͠ΐ͏ɻ
    ࣮͸-BSBWFMͷυΩϡϝϯτͰ΋঺հ͞Εͯ·͢ɻ
    IUUQTMBSBWFMDPNEPDTFSSPST

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  79. 4FOUSZ

    Τϥʔͷछྨ
    ·ͱΊͯ͘Εͯ·͢
    ൃੜͨ͠ස౓

    View Slide


  80. View Slide

  81. ΞδΣϯμ
    -BSBWFM৬ਓʹཧ૝ͷσϓϩΠͱ͸
    σϓϩΠΛ஌Δ
    ୆͔ΒεέʔϧͰ͖ΔαʔϏε΁
    -BSBWFM ΛΦʔτεέʔϧͤ͞ΔϙΠϯτ
    पลϙΠϯτ
    ·ͱΊ

    View Slide

  82. ·ͱΊ
    ૣ͍͏͔ͪΒεέʔϧͰ͖Δ؀ڥʹ͠·͠ΐ͏ɻ
    νʔϜͷεΩϧΛݟਾ͑ɺσϓϩΠΛߟ͑·͠ΐ͏ɻ
    σϓϩΠઌ͝ͱͷࡉ͔͍ϙΠϯτΛԡ͑͞Δɻ
    ݸਓతʹ͸ɺͥͻɺ-BSBWFM৬ਓͱͱ΋ʹ%PDLFS৬ਓʹ
    ͳͬͯ΄͍͠ͱࢥ͍ͬͯ·͢ɻ

    View Slide

  83. ͓࿳ͼ
    ,VCFSOFUFTʹ͍ͭͯ͸࣌ؒͷ౎߹্ɺল͔͍͖ͤͯͨͩ·ͨ͠ɻ
    ָ͓͠Έʹ͞Ε͍ͯͨํɺਃ͠༁͋Γ·ͤΜɻ
    ͔͠͠ɺ͜͜·Ͱཧղ͍ͯ͠ΔํͳΒಋೖ͸ࣗྗͰͰ͖Δͱࢥ͍·͢ɻ
    1BB4΍'BSHBUFʹଘࡏ͢ΔɺαʔϏεݻ༗ͷਏΈ͕ܰݮ͢Δ͜ͱ͕Մೳͳಓے͕͋Γ·͢ɻ
    ྫ͑͹ɺ$SPO+PC΍4FDSFUT͕σϓϩΠઌʹؔΘΒͣ࢖͑·͢ɻ
    /'4΋ରԠ͍ͯ͠·͢ɻ
    ,VCFSOFUFTͷϚωʔδυ؀ڥ͸ࠓ೥Ҏ߱Ұ૚ɺڧԽ͞Ε͍ͯ͘ͱࢥ͍·͢ɻ
    ,OBUJWF ΍ 'BSHBUF ʹظ଴͠·͠ΐ͏ɻ

    View Slide

  84. Ξϯέʔτ
    σϓϩΠઌ ͜Ε͔ΒͲ͏͍ͨ͠ͱࢥ͍·͔ͨ͠ʁ
    "84 &$&$4 &$
    &$4 'BSHBUF
    &,4-BNCEB
    ($1 ($&("&(,&
    "[VSF 7.",48FC"QQPO-JOVY8FC"QQGPS$POUBJOFST
    )FSPLV
    ͦͷଞΫϥ΢υ 714
    ΦϯϓϨ
    Ϩϯλϧαʔό
    ͦͷଞ

    View Slide


  85. ίʔυʹूத͢Δ؀ڥͮ͘Γʹ
    গ͠Ͱ΋͓໾ʹཱ͍ͯͯΕ͹޾͍Ͱ͢

    View Slide

  86. ͋Γ͕ͱ͏͍͟͝·ͨ͠

    ࣭͝໰͸͜ͷޙͷ "TL5IF4QFBLFS΋͘͠͸
    5XJUUFS ΁౤ߘ͢ΔεϥΠυ63-΁ͷϦϓͰ͓ئ͍͠·͢ɻ
    ͝ҙݟ΍͝ײ૝ͳͲ͓଴͍ͪͯ͠·͢ɻ
    ·ͨɺօ͞Μͷ͜Ε͔ΒͷσϓϩΠΛڭ͍͑ͯͩ͘͞ʂ

    View Slide