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CloudFront + S3環境から Cloudflare R2 + Workers環境に移行した話

CloudFront + S3環境から Cloudflare R2 + Workers環境に移行した話

吉祥寺.pm32
https://kichijojipm.connpass.com/event/276411/
で発表した
「CloudFront + S3環境から Cloudflare R2 + Workers環境に移行した話」の資料になります。

その後、本LTの元ネタとなった記事をQiitaに書きました。
https://qiita.com/teckl/items/4314aa210a689d08e759

Shigeki SUGAI

March 16, 2023
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Transcript

  1. !UFDLM
    $MPVE'SPOU4؀ڥ͔Β
    $MPVEGMBSF38PSLFST؀ڥʹ
    Ҡߦͨ͠࿩
    ٢঵ࣉQN

    View Slide

  2. ࣗݾ঺հ
    w !UFDLMʢͯͬ͘Δʣ
    w γʔαʔגࣜձࣾͰ1FSMͷαʔϏεΛத৺ʹΠϯϑϥతͳ͓कΓΛͨ͠Γɺ
    σʔλҠߦͨ͠Γɺ͍ΖΜͳࡶ༻Λͨ͠Γ͍ͯ͠·͢
    w ࠷ۙͷझຯɿ౶೘ප ౶੍࣭ݶ
    w ౶࣭ͷऔΓ͗͢ʹ͸஫ҙ͠·͠ΐ͏ʜ

    View Slide

  3. ॕ✨:"1$,ZPUP
    ࠓि຤͸͍Α͍Α:"1$,ZPUP͕։
    ࠵͞ΕΔͱ͍͏͜ͱͰɺ
    ࣗ෼΋Կ͔Ξ΢τϓοτΛͤͶ͹ͱ͍͏ࣄ
    ͰॳΊͯͷ-5͍͖ͤͯͨͩ͞·͢ɻ
    ͪͳΈʹ:"1$,ZPUP͸:PV5VCF഑
    ৴΋͋ΔͷͰݱ஍ʹߦ͚ͳ͍ํͰ΋ੋ
    ඇʜʂ
    IUUQTZBQDKBQBOPSHLZPUP

    View Slide

  4. ࠓճͷςʔϚ
    ςʔϚ͸ɺ:"1$,ZPUPͷʮUSZDBUDIʯʹΠϯεύΠΞ͞Εͯͷɺ
    ʮGJOBMMZʯͰ͢ɻ
    ৭ʑͳऔΓ૊ΈͷՌͯʹ౸ୡͨ͠੒Ռɺڥ஍ɺຫ৺ɺ؀ڥͷҧ͍౳ʹ͍ͭͯ
    ͱ͍͏͜ͱͰɺ
    ࠷ۙऔΓ૊ΜͰ͍ͨ
    ʮ$MPVE'SPOU4؀ڥΛ$MPVEGMBSF38PSLFST؀ڥʹҠߦͨ͠࿩ʯ
    ʹ͍ͭͯ঺հ͠Α͏ͱࢥ͍·͢ɻ

    View Slide

  5. ໨࣍
    w $MPVE
    fl
    BSF8PSLFSTͱ͸
    w $MPVE
    fl
    BSF3ͱ͸
    w Ҡߦ͢ΔࣄʹͳͬͨܦҢ
    w Ҡߦલͷߏ੒
    w ҠߦͷྲྀΕ

    View Slide

  6. ໨࣍
    ҠߦͷྲྀΕ
    8PSLFSTػೳ࣮૷
    ΞϓϦέʔγϣϯ͔Β4ͱ3ͷμϒϧϥΠτ࣮૷
    43΁ͷϑϧίϐʔ
    Ωϟογϡύʔδͷ࣮૷
    ϩΪϯά
    ੔߹ੑνΣοΫ
    ੾Γସ͑ʢ/4ͷҕ೚ʣ
    ࢒࡞ۀ

    View Slide

  7. $MPVEGMBSF8PSLFSTͱ͸
    w IUUQTXXXDMPVE
    fl
    BSFDPNKBKQQSPEVDUTXPSLFST
    w αʔόϨε 'BB4

    w -BNCEB!&EHF $MPVG'SPOU'VODUJPOTΈ͍ͨͳ΍ͭʢࡶʣ
    w +BWB4DSJQU 7
    ͳͲ͕ಈ࡞
    w 4FSWJDF8PSLFS͕ಈ͘
    w ؆୯ͳ,7ʢLFZWBMVFʣͷΩϟογϡػೳ
    w ؆୯ͳΞϓϦέʔγϣϯͳΒαʔόϨεͰՄೳ

    View Slide

  8. $MPVEGMBSF8PSLFSTͱ͸
    w ʜͱɺʹΘ͔ͳࣗ෼͕આ໌͢ΔΑΓ΋ɺ(15ઌੜʹฉ͍ͯΈͨ΋ͷΛషͬ
    ͨ΄͏͕ਖ਼͔֬΋͠Ε·ͤΜɻɻ

    View Slide

  9. $MPVEGMBSF3ͱ͸
    w IUUQTCMPHDMPVE
    fl
    BSFDPNSHB
    w "NB[PO4ޓ׵ͷΦϒδΣΫτετϨʔδ
    w ʹ("͞Εͨ
    w 4ͱൺ΂ͯ͞Βʹ௿ίετ
    w 4ͱҧ͍ɺϦʔδϣϯͷ֓೦͸ແ͍

    View Slide

  10. $MPVEGMBSF3ͱ͸

    View Slide

  11. 3ͱ4ͷҧ͍

    View Slide

  12. 3ͱ4ͷҧ͍
    ʜ͍ͭ͜͠ͷͰ͜ͷลͰ(15
    ઌੜ͸ऴྃʹ͠·͆͢

    View Slide

  13. $MPVEGMBSFʹҠߦ͢Δࣄʹͳͬͨཧ༝
    w ࡢࠓͷٸܹͳԁ҆ͷӨڹʹΑΔίετ૿Ճ΁ͷରࡦ
    w τϥϑΟοΫͱετϨʔδίετΛগ͠Ͱ΋҆͘཈͍͑ͨ
    w ·ͩ·ͩ("͞Εͨ͹͔ΓͰ࣮ࡍͷࣄྫ΋গͳ͘ɺॳ෺͸গʑා͍ͱ͜Ζ͸͋
    ͕ͬͨɺνϟϨϯδ͢ΔՁ஋͕͋Δͱߟ͑ͨ
    w ࣮ࡍʹͲΕ͚ͩ҆͘ͳΔ͔Ͳ͏͔͸Ϣʔεέʔε࣍ୈͳͷͰ஫ҙ

    View Slide

  14. Ҡߦલͷߏ੒
    w #BTJDೝূͷػೳͷ͓͔͛Ͱ݁ߏཪଆ͕ෳ
    ࡶͳࣄʹͳ͍ͬͯͨ
    w ཁ݅తʹશΩϟογϡग़དྷͣɺ/HJOY
    [email protected]Ͱ63-ຖʹ൑ఆ͍ͤͯͨ͞
    w ͜͜΋஍ຯʹίετ͕͔͔͍ͬͯͨͨ
    Ίɺ$MPVE
    fl
    BSFҠߦΛػʹ#BTJDೝূػೳ
    ͸ഇࢭͯ͠γϯϓϧͳߏ੒ʹ͢Δࣄʹ

    View Slide

  15. ҠߦͷྲྀΕ

    View Slide

  16. 8PSLFSTػೳ࣮૷
    w 3ͷ("ͷλΠϛϯάͰɺެ։όέοτͱ͍͏ػೳ͕ఏڙ͞ΕΔΑ͏ʹͳͬͨ
    ͨΊɺγϯϓϧͳόέοτͷެ։͚ͩͰ͋Ε͹8PSLFSTΛ௨͞ͳͯ͘΋഑৴
    Ͱ͖ΔΑ͏ʹ
    w ͔͠͠ɺݱࡏར༻͍ͯ͠Δ4ͷόέοτ͸ɺͪΐͬͱ໽հͳύεߏ੒ʹͳͬ
    ͓ͯΓɺެ։όέοτػೳͦͷ··Ͱ͸࢖͑ͳ͍͜ͱ͕൑໌

    View Slide

  17. 8PSLFSTػೳ࣮૷
    ݱࡏͷ63-ͱόέοτͷΠϝʔδ
    63-
    IUUQTIPHFIPHFFYBNQMFKQJNBHFIFMMPKQH
    IUUQTUFTUTVCEPNBJOFYBNQMFKQJNBHFBCDQOH
    όέοτ಺ύε
    IIPIPHFIPHFJNBHFIFMMPKQH
    UUFUFTUTVCEPNBJOJNBHFBCDQOH
    ͜͏͍͏࣌͸8PSLFSTΛ࢖͏ͱ޷͖ͳΑ͏ʹ3όέοτ಺ͷύεͷϚοϐϯά౳ΛॊೈʹΧελ
    ϚΠζՄೳ

    View Slide

  18. 8PSLFSTػೳ࣮૷
    w ࠓճ͸Ҡߦͷ͓࿩͕ϝΠϯͳͷͰίʔυ౳͸লུ
    w ҎԼͷϖʔδͳͲΛࢀর͍͚ͯͨͩ͠Δͱʜ
    w IUUQTEFWDMBTTNFUIPEKQBSUJDMFTXPSLFSTS
    w ͳ͓ɺ΋͏গ͠ڽͬͨ͜ͱΛ΍Γ͍ͨํ͸Ώʔ͚͢΂ʔ͞ΜʹΑΔ௒ߴ଎ͳ
    $MPVE
    fl
    BSF8PSLFSTϑϨʔϜϫʔΫʮ)POPʯͳͲΛ࢖͏ͱྑͦ͞͏Ͱ͢ɻ
    w IUUQTIPOPEFW

    View Slide

  19. 8PSLFSTػೳ࣮૷
    $BDIFʹ͍ͭͯ
    w ը૾഑৴͕த৺ʹͳΔͨΊɺ͜Ε·ͰͷΑ͏ʹग़དྷΔݶΓΩϟογϡ͍ͨ͠ͱߟ
    ͑·ͨ͠ɻ
    w $MPVE
    fl
    BSF8PSLFSTͷΩϟογϡ͸ෳ਺ͷํ๏͕͋Γ·͢
    w GFUDIDG
    w $BDIF"1*
    w ,7
    w %VSBCMF0CKFDUT

    View Slide

  20. 8PSLFSTػೳ࣮૷
    $BDIFʹ͍ͭͯ
    w Ωϟογϡώοτ཰ͳͲΛߟ͑Δͱ
    ,7͕ཧ૝తʹݟ͑ͨͷͰ͕͢ɺ,7͸
    ίετ͕ผ్͔͔ͬͯ͠·͏ʜ
    w ͜ͷͨΊࠓճ͸$BDIF"1*Λ࢖ͬͯΩ
    ϟογϡ͢ΔΑ͏ʹ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPN
    SFYBNQMFTDBDIFBQJ

    View Slide

  21. ΞϓϦέʔγϣϯ͔Β4ͱ3ͷμϒϧϥΠτ࣮૷
    w ҎલΦϯϓϨ͔Β4ʹҠߦͨ࣌͠͸సૹྔΛ͋·Γҙࣝ͠ͳͯ͘΋ྑ͔ͬͨ
    ͷͰૉ๿ʹσΠϦʔͰࠩ෼γϯΫΛ͍ͯͨ͠
    w ͔͠͠4͔Β3΁ͷҠߦͰ͸Ϋϥ΢υؒͷҠߦͱͳΔͨΊτϥϑΟοΫͷྉ
    ۚʹγϏΞʹͳΔඞཁ͕͋Δ
    w όέοτͷίϐʔ͸ग़དྷΔݶΓճͰ੒ޭͤ͞Δඞཁ͕͋Δ
    w ੾Γସ͑࣌ͷίϐʔʹΑΔαʔϏεͷఀࢭ࣌ؒʢϝϯςφϯεʣ΋ۃྗແ͘͠
    ͍ͨ

    View Slide

  22. ΞϓϦέʔγϣϯ͔Β4ͱ3ͷμϒϧϥΠτ࣮૷
    w ͦͷͨΊͷ४උͱͯ͠μϒϧϥΠτํ
    ࣜΛ࠾༻͢Δ͜ͱʹ
    w ΞϓϦέʔγϣϯଆͰ4ͱ3΁྆ํ
    ͷετϨʔδʹॻ͖ࠐΉΑ͏ʹվम
    w ͜ΕʹΑΓɺҠߦ४උத΋྆ํͷετ
    Ϩʔδ͕࠷৽ͷঢ়ଶΛอͯΔΑ͏ʹ

    View Slide

  23. ΞϓϦέʔγϣϯ͔Β4ͱ3ͷμϒϧϥΠτ࣮૷
    w 3͸4ޓ׵ͷͨΊɺΞϓϦέʔγϣ
    ϯଆ͸͞΄Ͳେ͖ͳվमʹͳΒͣʹࡁ
    Μͩ
    w 4ͱͷओͳҧ͍ͱͯ͠͸ɺ3ʹ͸
    SFHJPOͷ֓೦͕ଘࡏ͠ͳ͍ͷͰ
    ABVUPAΛࢦఆ͢Δ఺ɺ44-͕ඞਢͳ
    ఺ɺΤϯυϙΠϯτΛࢦఆ͢Δ఺ͳͲ
    ͘Β͍

    View Slide

  24. 4͔Β3΁ͷશσʔλίϐʔ
    w μϒϧϥΠτ͕ຊ൪؀ڥͰਖ਼ৗʹಈ࡞͢ΔࣄΛ֬ೝޙɺ͍Α͍Α4͔Β3΁
    ͷόέοτίϐʔΛߦ͍͖ͬͯ·͢ɻ
    w ͦΕͳΓͷαΠζͷόέοτͷ৔߹ɺࠓͷͱ͜Ζେ͖͘෼͚ͯͭͷํ๏͕͋
    Δͱࢥ͍·͢ɻ
    3.JHSBUPS 34VQFS4MVSQFS
    ͰҠߦ
    SDMPOFͰҠߦ

    View Slide

  25. 4͔Β3΁ͷશσʔλίϐʔ
    ํ๏3.JHSBUPS 34VQFS4MVSQFS
    ͰҠߦ
    w ެࣜʹΑΔ3΁ͷҰׅҠߦπʔϧ
    w 3.JHSBUPS͸ຊ೔࣌఺Ͱ͸·ͩ#FUB൛
    w ΦϒδΣΫτͷαΠζ΍ΦϒδΣΫτ਺ͳͲʹ੍͍͔ͭ͘ݶ͕͋Δ
    w IUUQTCMPHDMPVE
    fl
    BSFDPNKBKQDMPVE
    fl
    BSFSTVQFSTMVSQFSKBKQ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNSEBUBNJHSBUJPOSNJHSBUPS

    View Slide

  26. 4͔Β3΁ͷશσʔλίϐʔ
    ํ๏SDMPOFͰҠߦ
    w 3DMPOFͱ͸ΦʔϓϯιʔεͷίϚϯυϥΠϯϕʔεͷϑΝΠϧಉظ͓Αͼస
    ૹπʔϧ
    w IUUQTSDMPOFPSH
    w ެࣜͰ΋3ͰͷSDMPOFͷ࢖͍ํΛ঺հ͍ͯ͠Δ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNSFYBNQMFTSDMPOF
    w 3.JHSBUPS͸·ͩϕʔλ൛Ͱ͋ΓɺόέοτͷαΠζ΍ίϐʔͷλΠϛϯά
    ੍ޚͳͲʹෆ͕҆͋ͬͨͨΊɺࠓճ͸ͪ͜ΒͷSDMPOFΛ࢖༻͢Δ͜ͱʹ

    View Slide

  27. 4͔Β3΁ͷશσʔλίϐʔ
    SDMPOFಈ࡞؀ڥʹ͍ͭͯ
    w ίϐʔݩͷ4όέοτ͕౦ژϦʔδϣϯͷͨΊɺ౦ژϦʔδϣϯʹ
    ADOYMBSHFAͷҠߦ༻&$ΠϯελϯεΛ༻ҙ
    w ʢ˞DO͸ωοτϫʔΫଳҬ͕࠷େ(CQTʣ

    View Slide

  28. 4͔Β3΁ͷશσʔλίϐʔ
    SDMPOFͷίϚϯυΦϓγϣϯ
    w SDMPOFʹ͸਺ଟ͘ͷΦϓγϣϯ͕͋Γ·͕͢ɺҎԼͷαΠτͳͲΛࢀߟʹɺ
    ࠷దͱͳΓͦ͏ͳΦϓγϣϯΛௐ੔͠·ͨ͠ɻ
    w IUUQTGPSVNSDMPOFPSHUIPXUPNBYJNJ[FTJOHMF
    fi
    MFNVMUJQBSU
    VQMPBETQFFEUPDMPVE
    fl
    BSFSTDPNQBUJCMF
    w IUUQTSDMPOFPSH
    fl
    BHTΑΓ
    w

    View Slide

  29. 4͔Β3΁ͷશσʔλίϐʔ
    SDMPOFͷ᠘
    w ͪͳΈʹSDMPOF͸ADPQZAͱATZODAίϚϯυ͕͋Δ͕ɺ
    w STZODͱҧͬͯATZODAίϚϯυΛ࢖͏ͱSTZODŠEFMFUFͷڍಈͱͳΔͷ
    Ͱཁ஫ҙ
    w ҰճݶΓͷϑϧίϐʔͰ͸ADPQZAΛ࢖͏ͷ͕҆શ
    w IUUQTEFYMBCOFUQVLJXJLJJOEFYQIQ .FNP-JOVY
    SDMPOFTF

    View Slide

  30. 4͔Β3΁ͷશσʔλίϐʔ
    SDMPOF࣮ߦ
    w ؆୯ͳSDMPOFͷϥούʔతͳ1FSMεΫϦϓτΛ༻ҙͯ͠SDMPOFίϚϯυΛ
    ಈతʹੜ੒ͯ࣌ؒ͠ɾϩάɾίετΛܭଌ͠ͳ͕Βॱ൪ʹίϐʔ
    w ύεͷ֊૚͕ͦΕͳΓʹଟ͍ͨΊɺΞϧϑΝϕοτॱͷୈ֊૚·ͰΛίϐ
    ʔ͢Δύεͷ୯Ґͱͯ͠ฒྻYฒྻ͘Β͍Ͱঃʑʹ૿΍͠
    ͳ͕Β࣮ߦ

    View Slide

  31. 4͔Β3΁ͷશσʔλίϐʔ
    ίϐʔʹ͔͔Δ3ૢ࡞ؔ࿈ͷίετνΣοΫ
    w ڊେͳόέοτΛίϐʔ͢Δ࣌͸ͲΕ͚ͩͷΦϒδΣΫτૢ࡞Ͱίετ͕͔
    ͔Δ͔Λ44UPSBHF-FOT౳Ͱ༧Ί༧ଌ͓ͯ͘͠ͱྑ͍
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNSQMBUGPSNQSJDJOH
    w $MBTT"0QFSBUJPOTʢ-JTU0CKFDUT 1VU0CKFDUͳͲʣ
    w $MBTT#0QFSBUJPOTʢ)FBE0CKFDU (FU0CKFDUͳͲʣ͕ͲΕ͚͔͔ͩΔ
    ͔Λ೺Ѳ͢Δ

    View Slide

  32. 4͔Β3΁ͷશσʔλίϐʔ
    ίϐʔʹ͔͔Δ3ૢ࡞ؔ࿈ͷίετνΣοΫ
    w $MPVE
    fl
    BSFͰ͸(SBQI2-"1*͕༻ҙ͞Ε͍ͯΔͨΊɺ
    w ҎԼͷهࣄͰ঺հ͞Ε͍ͯΔΑ͏ʹɺ3ͷ֤छϝτϦΫεΛ(SBGBOBͰͪ
    ΐͪ͘ΐ֬͘ೝग़དྷΔΑ͏ʹ͢Δͱྑͦ͞͏
    w $MPVE
    fl
    BSF3ͷ(SBQI2-"OBMZUJDTΛ(SBGBOBͰՄࢹԽ͢Δ
    w IUUQTRJJUBDPNLIBZBNBJUFNTCCGCCBCE

    View Slide

  33. 4͔Β3΁ͷશσʔλίϐʔ
    /"5(BUFXBZ՝ۚͷ᠘
    w όέοτίϐʔ࡞ۀ։࢝౰ॳɺૉ๿ʹSDMPOFΛ։࢝ͨ͠΋ͷͷɺࢥͬͨΑ
    Γ΋"84ଆͷྉ͕ۚ௓Ͷ্͕ͬͯ͠·͏໰୊͕ൃੜ
    w ௐࠪͨ͠ͱ͜Ζɺ࡞ۀ༻ͷ&$͕ϓϥΠϕʔταϒωοτʹଐ͍ͯͯ͠ɺͦ
    ͔͜Β4Λ3ʹίϐʔͨͨ͠Ί֎෦$MPVE
    fl
    BSF΁ͷΞ΢τό΢ϯυ௨৴͕
    /"5(BUFXBZܦ༝ʹͳͬͯ͠·͍ͬͯͨ
    w ͜ΕΛճආ͢Δʹ͸&$ΛύϒϦοΫαϒωοτʹஔ͔͘ɺ71$
    &OEQPJOUΛར༻͢Δͱ/"5(BUFXBZܦ༝ʹͳΒͳͯ͘ࡁΉͷͰ੾Γସ͑
    Λߦͬͨ

    View Slide

  34. 4͔Β3΁ͷશσʔλίϐʔ
    /"5(BUFXBZ՝ۚͷ᠘
    w ҎԼͷهࣄͳͲ͕ࢀߟʹͳΓ·ͨ͠ɻɻ
    w ͦͷτϥϑΟοΫɺ/"5ήʔτ΢ΣΠΛ௨͢ඞཁ͋Γ·͔͢ʁద੾ͳܦ࿏Ͱෆཁͳ
    σʔλॲཧྉۚ͸࡟ݮ͠·͠ΐ͏
    w IUUQTEFWDMBTTNFUIPEKQBSUJDMFTSFEVDFVOOFDFTTBSZDPTUTGPSOBUHBUFXBZ
    w &$͔Β4΁ΞΫηε͢Δͭͷϧʔτͱίετ
    w [email protected]@[email protected]&[email protected]@4
    w ΍͸Γ͜͏͍͏࡞ۀΛ͢Δࡍ͸ɺ୹ظؒͰҰؾʹίϐʔΛߦΘͣɺ$PTU&YQMPSFSΛ
    ࡉ͔͘νΣοΫ͠ͳ͕ΒͦΕͳΓʹ࣌ؒΛ͔͚ͯ΍͍ͬͯ͘ͷ͕ྑͦ͞͏

    View Slide

  35. Ωϟογϡύʔδͷ࣮૷
    w $MPVE
    fl
    BSF$BDIF"1*Λ࢖ͬͯΩϟογϡ͍ͯ͠Δ৔߹͸Ωϟογϡͷύ
    ʔδΛ$MPVE
    fl
    BSF"1*Λ࢖ͬͯߦ͏ඞཁ͕͋Δ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNDBDIFIPXUPQVSHF
    DBDIFQVSHFCZTJOHMF
    fi
    MFCZVSM
    w $MPVE'SPOUͷ*OWBMJEBUJPOTͱ͸ҧ͍ɺ$MPVE
    fl
    BSFͷΩϟογϡύʔδϦΫ
    Τετࣗମ͸ແྉͷͨΊɺίετ͸ؾʹͤͣʹૉ๿ʹ࡟আ͞ΕͨϑΝΠϧ
    ͷ63-ΛదٓΩϡʔʹೖΕͯ౤͛ΔΑ͏ʹ૊ΈࠐΈ

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  36. ϩΪϯάͷઃఆ
    w Ҡߦલͷ$MPVE'SPOUͰ͸ɺಛఆͷ֦ுࢠͷϦΫΤετ݅਺ͳͲΛఆظతʹ
    ूܭͯ͠%#ʹೖΕΔͱ͍ͬͨࣄΛߦ͍ͬͯͨ
    w $MPVE
    fl
    BSFͰ͸-PHQVTIͱ͍͏ػೳ͕͋ΔͨΊɺ͜ΕΛར༻ -PHQVTI
    ͸&OUFSQSJTFϓϥϯͷΈ࢖༻Մೳ

    w $MPVE
    fl
    BSF3ʹ)551ΞΫηεϩάΛϓογϡͯ͠"1*Ͱऔಘ͢Δ·Ͱ
    w IUUQTEFWDMBTTNFUIPEKQBSUJDMFTDMPVE
    fl
    BSFSMPHQVTI

    View Slide

  37. ϩΪϯάͷઃఆ
    -PHQVTI
    w -PHQVTI͸ϩΪϯάʹඞཁͳϧʔϧΛਖ਼نදݱ "/% 03ͳͲͰࡉ͔͘ࢦ
    ఆՄೳ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNMPHTSFGFSFODF
    fi
    MUFST
    w ग़ྗͨ͠ϩά͸3ʹཷΊࠐΜͰ"1*ͰऔಘՄೳ
    w ࣌ؒΛࢦఆͯ͠ಛఆͷϩάΛऔΓग़͢৔߹
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNMPHTSMPHSFUSJFWBM
    SFUSJFWFMPHTCZUJNFSBOHF

    View Slide

  38. ੔߹ੑνΣοΫ
    w ͜͜·ͰͷखॱͰ4͔Β3΁ͷίϐʔ͕׬͓ྃͯ͠Γɺ
    w ΞϓϦέʔγϣϯ͔Β͸4ͱ3ͷ྆ํʹॻ͖ࠐΈ͕͞Ε͍ͯΔͨΊɺجຊ
    తʹ͸όέοτͷத਎͸Ұॹʹͳ͍ͬͯΔʮ͸ͣʯ
    w ͕ɺ࣮ࡍʹҰॹͷϨεϙϯε͕ฦͬͯ͘ΕΔͷ͔ɺίϐʔ࿙Ε΍ϑΝΠϧͷ
    ܽଛͳͲ͸ແ͍ͷ͔ͷ੔߹ੑͷ֬ೝΛߦ͏Α͏ʹͯ͠Έͨ

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  39. ੔߹ੑνΣοΫ
    w 8PSLFST͸ෳ਺ͷΧελϜυϝΠϯΛϚοϐϯά͢Δࣄ͕Մೳ
    w ຊ൪ͱ͸ԾͷυϝΠϯΛ༻ҙͯ͠ɺࣄલʹݟൺ΂ग़དྷΔΑ͏ʹςετ
    w QSPEVDUJPOFYBNQMFOFUʢຊ൪༻υϝΠϯʣ
    w QSPEVDUJPOFYBNQMFDPNʢ੔߹ੑνΣοΫ༻υϝΠϯʣ
    w όέοτ಺ͷ63-ΛϥϯμϜʹੜ੒࣮ͯ͠ࡍͷϨεϙϯείʔυ΍A$POUFOU
    5ZQFA A$POUFOU-FOHUIAͳͲͷൺֱΛߦ͏εΫϦϓτΛ༻ҙ
    w ͜ͷ੔߹ੑνΣοΫʹΑΓҰ෦όέοτͷίϐʔ࿙ΕΛݕ஌ग़དྷ·ͨ͠ʜ

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  40. ੾Γସ͑ʢ/4ͷҕ೚ʣ
    w ఀࢭϝϯςφϯεΛ͠ͳ͍ͰࡁΉΑ͏ʹɺ1BSUJBM $/".&
    TFUVQΛར༻ͯ͠੾Γସ͑Λߦͬͨ
    1BSUJBM $/".&
    TFUVQͰຊ൪༻υϝΠϯΛೝূͤ͞Δ
    ݩʑ3PVUFΛར༻͍ͯͨ͠ͷͰɺ3PVUFଆͰADMPVE
    fl
    BSFWFSJGZFYBNQMFOFUAͷΑ͏ͳ595
    ϨίʔυΛ࡞੒
    $MPVE
    fl
    BSFଆͷ%/4ʹ༧Ίطଘͷ3PVUFͱಉ͡ϨίʔυΛ͢΂ͯઃఆ͓ͯ͘͠
    3PVUFଆͷ$MPVE'SPOUͷ"MJBTϨίʔυͱಉ͡ϨίʔυΛ$MPVE
    fl
    BSFଆʹ΋$/".&Ͱొ࿥ͯ͠
    ͓͘ɻ͜ͷࡍɺ1SPYJFEͰ͸ͳ͘ʮ%/4POMZʯͱ͢Δ
    8PSLFSTͷ$VTUPN%PNBJOΛઃఆ

    View Slide

  41. ੾Γସ͑ʢ/4ͷҕ೚ʣ
    8PSLFSTͷAXSBOHMFSUPNMA಺ͷ[email protected]΋ઃఆ͠ɺAXSBOHMFSQVCMJTIAͰσϓϩΠ͢Δ
    8PSLFSTͷຊ൪༻$VTUPN%PNBJO͕A*OJUJBMJ[JOHA͔ΒA"DUJWFAʹมΘΔͷΛ଴ͭ
    "DUJWFʹͳͬͨΒɺDVSM౳Ͱ֬ೝ
    ADVSM*9(&5IUUQTIPHFFYBNQMFOFUUFTUQOHSFTPMWFIPHFFYBNQMFOFU\DMPVE
    fl
    BSF*1^A
    ͜͜·Ͱ໰୊ແ͔ͬͨΒɺ/4ͷҕ೚࡞ۀΛߦ͏
    A$/".&4FUVQA͔ΒA'VMM4FUVQAʹมߋ͢Δ
    3PVUFଆʹ/4ϨίʔυΛ࡞੒ͯ͠ɺ$MPVE
    fl
    BSFʹҕ೚
    ࣄલʹೖΕ͓͍ͯͨDMPVEGSPOUͷϨίʔυΛXPSLFSTʹมߋ͢Δɻ͜ͷࡍɺA%/4POMZA͔ΒA1SPYJFEAʹมߋ
    AXSBOHMFSUBJMAͰϩάΛ؂ࢹ͢Δ

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  42. ੾Γସ͑ʢ/4ͷҕ೚ʣ
    ສ͕Ұͷ৔߹ͷ੾Γ໭͠
    w ΋͠੾Γ໭͠Λߦ͍͍ͨ৔߹͸ɺ$MPVE
    fl
    BSFଆ%/4ͷ8PSLFSTͷ
    $/".&ΛݩͷDMPVEGSPOUͷ"-*"4Ϩίʔυʹมߋʢ͔ͭA1SPYJFEAΛ
    A%/4POMZAʹʣ͢Δ͜ͱͰ੾Γ໭͕͠Մೳ

    View Slide

  43. ࢒࡞ۀ
    w $MPVE
    fl
    BSF38PSLFST؀ڥʹ੾Γସ͑ޙɺ͠͹Β͘ͷظؒฒߦՔಈͰ༷
    ࢠΛݟͭͭɺ੾Γ໭͠ͷඞཁ͕ແ͘ͳͬͨͱ൑அग़དྷͨλΠϛϯάʹͳͬͨ
    ΒΞϓϦέʔγϣϯଆͷ4ͱ3΁ͷμϒϧϥΠτͷ࢓૊ΈΛഇࢭ͠ɺ3ͷ
    Έॻ͖ࠐΈͷγϯάϧߏ੒ʹมߋ͢Δ
    w ඞཁ͕͋Ε͹ϥΠϑαΠΫϧϧʔϧಉ౳ॲཧͷ૊ΈࠐΈͳͲΛݕ౼
    w 4όέοτ΍$MPVE'SPOUͷσΟετϦϏϡʔγϣϯͳͲɺؔ࿈͢ΔϦιʔε
    ͷΞʔΧΠϒ΍૟আΛߦ͏
    w Ҏ্ͰҠߦ࡞ۀͱͯ͠͸ऴྃʹͳΓ·͢

    View Slide

  44. খωλ

    View Slide

  45. খωλ-81ʢMJCXXXQFSMʣͷ6TFS"HFOU͕σϑΥϧτͰڋ൱͞Ε͍ͯΔ໰୊
    w 1FSM࢖͍ͱͯ͠͸࠷ॳ஌ΒͣʹͪΐͬͱϋϚͬͨ఺Λ঺հ͠·͢ɻ
    w $MPVE
    fl
    BSFશൠͷσϑΥϧτઃఆͱͯ͠ɺ1FSMͷඪ४)551ΫϥΠΞϯτͰ
    ͋Δ-81͕ڋ൱͞Εͯ͠·͍ͬͯ·͆͢

    View Slide

  46. খωλ-81ʢMJCXXXQFSMʣͷ6TFS"HFOU͕σϑΥϧτͰڋ൱͞Ε͍ͯΔ໰୊
    w ͜ͷ໰୊͸#SPXTFS*OUFHSJUZ$IFDLͱ͍͏࢓૊ΈͷΑ͏ͰɺͦͷੲεύϚ
    ʔ͕͜ͷ-81ͷ6"Λѱ༻ͨ͠έʔε͕ଟ͔ͬͨΜͩͱਪଌ͞ΕΔʜ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNTVQQPSU
    fi
    SFXBMMTFUUJOHT
    VOEFSTUBOEJOHUIFDMPVE
    fl
    BSFCSPXTFSJOUFHSJUZDIFDL
    w #SPXTFS*OUFHSJUZ$IFDL͸ɺ8FCTJUFT4FDVSJUZ4FUUJOHT͔Βػೳͷ
    0/0''͕Մೳ
    w ΋͘͠͸ɺ0''ʹ͢ΔͷͰ͸ͳ͘ɺಛఆͷ6"ΛڐՄ͍ͨ͠৔߹͸8"'ͷ
    $VTUPNF3VMF͔Β೚ҙͷ6TFS"HFOUΛ௥Ճ͢Δํ๏΋

    View Slide

  47. খωλ-81ʢMJCXXXQFSMʣͷ6TFS"HFOU͕σϑΥϧτͰڋ൱͞Ε͍ͯΔ໰୊
    w ͕ɺͳΔ΂͘$MPVE
    fl
    BSFඪ४ʹ߹Θ͓͖͔ͤͯͨͬͨͷͰࠓճ͸ҎԼͰରԠ͆
    ͳ͓ɺ'VSMͳΒؾʹ͠ͳͯ͘ྑ͍ͷͰ'VSMΛ࢖͏ͱγϯϓϧͰྑ͍ͱࢥ͍·͢🐫

    View Slide

  48. খωλ8FC1ͷରԠ͕؆୯ʹઃఆՄೳ
    w ͪ͜Β͸ϋϚͬͨ໰୊Ͱ͸ͳ͍ͷͰ͕͢ɺૉ੖Β͍͠ͱࢥͬͨͷͰ঺հ͠·
    ͢ɻ
    w $MPVE
    fl
    BSF1PMJTIͱ͍͏ػೳ͕͋Γɺ1SPҎ্ͷϓϥϯͰ͋Ε͹ɺϙνϙν͢
    Δ͚ͩͰ8FC1ରԠ͕Մೳʹʜʂ
    w IUUQTEFWFMPQFSTDMPVE
    fl
    BSFDPNJNBHFTQPMJTI
    w ΞϓϦέʔγϣϯଆͰ8FC1ରԠΛ͠Α͏ͱ͢Δͱ݁ߏେมͩͬͨΓ͢Δͷ
    Ͱɺ͜Ε͸ૉ੖Β͍͠

    View Slide

  49. ·ͱΊ

    View Slide

  50. ·ͱΊ
    w $MPVE'SPOU4؀ڥ͔Β$MPVE
    fl
    BSF38PSLFSTʹҠߦ͢Δํ๏ͷҰྫ
    Λ঺հ͠·ͨ͠ɻ
    w ·ͩ3͸("͞Ε͔ͯΒ͞΄Ͳܦա͍ͯ͠ͳ͍ͨΊɺ༧ظ͠ͳ͍໰୊ͳͲ΋͋
    Δ͔΋͠Ε·ͤΜ͕ɺίετ࡟ݮͷ؍఺͔Β͢Δͱ݁ߏͳΠϯύΫτ͕͋Δͱ
    ࢥ͍·͢ɻ
    w ࠓճ͸Ұͭͷࣄྫͱͯ͠঺հ͠·͕ͨ͠ɺؒҧ͍ͬͯΔ఺΍΋ͬͱྑ͍΍Γํ
    ͳͲ͋Γ·ͨ͠Βڭ͍͚͑ͯͨͩΔͱ͋Γ͕͍ͨͰ͢ɻ

    View Slide

  51. ࠷ޙʹҰ۟ʢਓؒʣ
    ॳ෺΋ɹ஍ಓʹ΍Ε͹ɹͳΜͱ͔ͳΔ

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  52. ࠷ޙʹҰ۟ʢ"*ʣ

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