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さくらインターネット研究所の研究開発の最新動向

 さくらインターネット研究所の研究開発の最新動向

さくらインターネット研究所の研究開発の最新動向

FGNエンジニアMeetup vol.1

2019/06/01

さくらインターネット株式会社
さくらインターネット研究所
上級研究員
松本亮介 / まつもとりー / @matsumotory

MATSUMOTO Ryosuke

June 01, 2019
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  1. ͘͞ΒΠϯλʔωοτגࣜձࣾ
    (C) Copyright 1996-2019 SAKURA Internet Inc
    ͘͞ΒΠϯλʔωοτݚڀॴ
    ͘͞ΒΠϯλʔωοτݚڀॴͷݚڀ։ൃͷ࠷৽ಈ޲
    2019/06/01 ্ڃݚڀһ দຊ ྄հ
    FGNΤϯδχΞMeetup vol.1

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  2. 2
    ɾ͘͞ΒΠϯλʔωοτݚڀॴ ্ڃݚڀһ
    ɾגࣜձࣾGrooves Forkewll ٕज़ސ໰
    ɾϖύϘݚڀॴ ٬һݚڀһ ݚڀސ໰
    ɾηΩϡϦςΟɾΩϟϯϓߨࢣ
    ɾ৘ใॲཧֶձ Πϯλʔωοτͱӡ༻ٕज़ݚڀձ ֤छҕһ
    ɾITRC(Πϯλʔωοτٕज़ୈ 163 ҕһձ) ֤छҕһ ← NEW!
    ɾژ౎େֶത࢜ʢ৘ใֶʣ
    দຊ྄հ / ·ͭ΋ͱΓʔ / @matsumotory

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  3. 3
    1. എܠͱ໨త
    2. ௒ݸମܕσʔληϯλʔͱ͍͏ίϯηϓτ
    3. ݚڀ։ൃͷ࠷৽ಈ޲
    4. ·ͱΊ
    ໨࣍

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  4. 1.
    എܠͱ໨త

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  5. 5
    ίϯηϓτΛఆΊͨҙਤ΍ޮՌ͸ͪ͜Β
    https://speakerdeck.com/matsumoto_r/sakuraintanetutoyan-jiu-suo-falsekonseputooyobiqu-rizu-mifalseshao-jie

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  6. 2.
    ௒ݸମܕσʔληϯλʔ

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  7. 7
    ͘͞ΒΠϯλʔωοτݚڀॴͷϑΥʔΧε


    T
    TF T
    AS
    T
    A
    A P
    A
    P
    R T
    T
    T
    RI
    V

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  8. 8
    ݱࡏͷΫϥ΢υ͚ͩͰ໰୊͕ղܾͰ͖ΔΘ͚Ͱ͸ͳ͍
    • ΑΓҰ૚ந৅ԽͷਐΜͩΠϯλʔωοτͷ༷૬ͷมԽ
    • Ϋϥ΢υωΠςΟϒʹΑͬͯ͞ΒͳΔσʔληϯλʔͷڊେԽ
    • தԝूݖతͳίϯϐϡʔςΟϯάͰ͸೉͍͠έʔεͷ૿Ճ
    • ϨΠςϯγ͕େ͖ͯ͘൑அ͕ؒʹ߹Θͳ͍ϦΞϧλΠϜ͕ཁٻ͞ΕΔέʔε
    • ͋Δ͍͸σʔλ͕๲େͰଳҬ͕ෆ଍͢Δέʔε
    • ༧ଌͰ͖ͳ͍ΞΫηεมԽ΍ಥൃతͳΞΫηεूதɺ৴པੑ΁ͷରԠ
    • ࠓޙΫϥ΢υͷϚγϯύϫʔΛͲͷΑ͏ʹ׆༻Ͱ͖ΔੈքΛ໨ࢦ͢΂͖͔ʁ
    • ͘͞ΒΠϯλʔωοτݚڀॴͷίϯηϓτͱϏδϣϯΛ࠶ఆٛ

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  9. 9
    ͘͞ΒΠϯλʔωοτݚڀॴͷϏδϣϯ

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  10. ίϯηϓτɿ௒ݸମܕσʔληϯλʔ

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  11. 11
    ͦ΋ͦ΋௒ݸମͱ͸
    • ӳޠͰ͸super-organicͱ͔super-organism
    • ࣾձੑࠛ஬ͷࣾձूஂΛҙຯ͢Δ͜ͱ͕ଟ͍
    • ࣾձֶ΍ੜ෺ֶɺܦࡁֶɺαΠόωςΟοΫεͷ෼໺ͳͲͰٞ࿦
    • ୯ػೳ͔ͭݸผͷػೳΛ࣋ͭݸମ͕૯ମͱͯ͠ݸମҎ্ͷৼΔ෣͍Λ͢Δ
    • ଟ਺ͷҟछͷݸମ͕ಠࣗʹಈ͕͘૯ମͱͯ͠͸ҰͭͷݸମͷΑ͏ʹৼΔ෣͏
    • ಉछͰߏ੒͞ΕΔ৔߹͸ݸମ܈΍ίϩχʔͳͲͱݺͿ৔߹΋
    • ͍͔ͭ͘εϚʔτγςΟͷจ຺Ͱ࿦จ΍دߘ͕͋Δ [1][2]
    [1] Franco Zambonelli, Toward Sociotechnical Urban Superorganisms, IEEE Computer Magazine, pp. 76-78, vol. 45, 2012.
    [2] Nicola Bicocchi, Alket Cecaj, Damiano Fontana, Marco Mamei, Andrea Sassi, Franco Zambonelli, Collective Awareness for Human-ICT
    Collaboration in Smart Cities, IEEE WETICE 2013, Volume: 1, Pages: 3-8, 2013.

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  12. 12
    ௒ݸମܕσʔληϯλʔͷ੔ཧ
    1. ݱࡏ͸σʔληϯλʔʹڊେͳίϯϐϡʔςΟϯάϦιʔε͕ଘࡏ͍ͯ͠·͕͢ɺ
    ࠓޙ͸ϨΠςϯγʗηΩϡϦςΟʗίετ౳ͷཁ͔݅Βɺ͋ΒΏΔ৔ॴ΍ࣾձɺ૊
    ৫ʹίϯϐϡʔςΟϯάϦιʔε༹͕͚ࠐΜͰ͍͘͜ͱʹͳΓ·͢ɻ
    2. ͦΕΒ෼ࢄͨ͠ίϯϐϡʔςΟϯάϦιʔε͸ɺ୯ಠͰίϯϐϡʔςΟϯάύϫʔ
    Λఏڙ͢Δʹཹ·Βͣɺͦͷ৔ॴ΍ࣾձͷཁٻʹԠͯ͡ɺࣗ཯తʹɺ෼ࢄ͋Δ͍͸
    ༗ػతʹ݁߹͠ɺݱ৔ɾΫϥ΢υͦΕͧΕ͕ॎԣʹ݁ͼ͍ͭͨϋΠϒϦουߏ଄Λ
    ࠾ΔΑ͏ʹػೳ͠·͢ɻ
    3. ͜ͷΑ͏ͳγεςϜʹΑΓ࣮ݱ͞ΕΔ΋ͷ͸ɺਓʑͷ਎ۙʹଘࡏ͠ɺϦΞϧλΠϜ
    ͔ͭΠϯςϦδΣϯεʹϢʔβΛࢧ͑ͳ͕Βɺ͔͠͠ಉ࣌ʹόοΫΤϯυଆ͕༗ػ
    తʹ݁߹͢Δ͜ͱʹΑΓɺ͔ͭͯͳ͍ϚγϯύϫʔͱϦιʔεྔΛಈһ͢Δ͜ͱͰ
    ݱ৔࠷ద͔ͭશମ࠷దΛ΋࣮ݱ͢ΔSuper Organized WorldͰ͢ɻ

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  13. 13
    ίϯηϓτͷ΋͏Ұͭͷ໾ׂɿٞ࿦Λ͓͜͢
    1. ݱࡏ͸σʔληϯλʔʹڊେͳίϯϐϡʔςΟϯάϦιʔε͕ଘࡏ͍ͯ͠·͕͢ɺ
    ࠓޙ͸ϨΠςϯγʗηΩϡϦςΟʗίετ౳ͷཁ͔݅Βɺ͋ΒΏΔ৔ॴ΍ࣾձɺ૊
    ৫ʹίϯϐϡʔςΟϯάϦιʔε༹͕͚ࠐΜͰ͍͘͜ͱʹͳΓ·͢ɻ
    2. ͦΕΒ෼ࢄͨ͠ίϯϐϡʔςΟϯάϦιʔε͸ɺ୯ಠͰίϯϐϡʔςΟϯάύϫʔ
    Λఏڙ͢Δʹཹ·Βͣɺͦͷ৔ॴ΍ࣾձͷཁٻʹԠͯ͡ɺࣗ཯తʹɺ෼ࢄ͋Δ͍͸
    ༗ػతʹ݁߹͠ɺݱ৔ɾΫϥ΢υͦΕͧΕ͕ॎԣʹ݁ͼ͍ͭͨϋΠϒϦουߏ଄Λ
    ࠾ΔΑ͏ʹػೳ͠·͢ɻ
    3. ͜ͷΑ͏ͳγεςϜʹΑΓ࣮ݱ͞ΕΔ΋ͷ͸ɺਓʑͷ਎ۙʹଘࡏ͠ɺϦΞϧλΠϜ
    ͔ͭΠϯςϦδΣϯεʹϢʔβΛࢧ͑ͳ͕Βɺ͔͠͠ಉ࣌ʹόοΫΤϯυଆ͕༗ػ
    తʹ݁߹͢Δ͜ͱʹΑΓɺ͔ͭͯͳ͍ϚγϯύϫʔͱϦιʔεྔΛಈһ͢Δ͜ͱͰ
    ݱ৔࠷ద͔ͭશମ࠷దΛ΋࣮ݱ͢ΔSuper Organized WorldͰ͢ɻ
    ༗ػతͱ͸ʁॎԣͱ͸ʁ࠷దͱ͸ʁ
    → ੝Μʹٞ࿦Λ͓͜͢΂͋͑ͯ͘ᐆດͳϫʔυΛબ୒

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  14. 3.
    ݚڀ։ൃͷ࠷৽ಈ޲

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  15. 15
    ίϯηϓτʹجͮ͘ݚڀςʔϚ΍औΓ૊Έ
    • FogίϯϐϡʔςΟϯάςετϕουࢼ࡞ݕ౼
    • σʔλެ։ɾར༻ɾྲྀ௨ͷͨΊͷํࣜɾٕज़ͷධՁɾௐࠪʢσʔλྲྀ௨࣮ূ࣮ݧʣ
    • ྔࢠίϯϐϡʔλɾ࣍ੈ୅ΞʔΩܕίϯϐϡʔλద༻ධՁ
    • άϥϑߏ଄Λར༻ͨ͠ҟৗݕ஌͓ΑͼཁҼՄࢹԽ
    • ௒ݸମܕDCʹ͓͚ΔωοτϫʔΫτϙϩδʔ࠷దԽͱηΩϡϦςΟ
    • ௒ݸମతͳ෼ࢄڠௐΫΤϦΩϟογϯάͷݚڀ
    • ௒ݸମܕσʔληϯλʔOSͷϓϩηε/εϨουʹؔ͢Δݚڀ
    • ௒ݸମܕσʔληϯλʔOSͷ෼ࢄܕϦιʔε؅ཧʹؔ͢Δݚڀ

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  16. 16
    FogίϯϐϡʔςΟϯάςετϕουࢼ࡞ݕ౼
    ohMl30/>0+>/74Z@uAtl,.29 ")<'
    5(1-UCv)<'5G(1-GeOqF`J"jn
    Fog
    Cloud
    Fog
    30gV
    UC36&.
    30dPUCSr
    %7=*,;>
    SrX]

    30dP
    UCSr
    %7=
    ,.29GOq
    UC,.29$fEY^T
    • UC!)<'5wk!_bmKs

    • UCIOq"aR"
    • UCOqQB$D!#

    NYAtl,.29$c\UC3:Hp
    L!OqF`F`[ iW$x?
    2.4815c\,.29

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  17. 17
    σʔλެ։ɾར༻ɾྲྀ௨ͷͨΊͷํࣜɾٕज़ͷධՁɾௐࠪʢσʔλྲྀ௨࣮ূ࣮ݧʣ
    A
    P
    EG
    EG
    EG
    /
    A A
    I
    FA /

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  18. 18
    ྔࢠίϯϐϡʔλɾ࣍ੈ୅ΞʔΩܕίϯϐϡʔλద༻ධՁ


    O S C


    SOPU P M


    • O C


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  19. 19
    άϥϑߏ଄Λར༻ͨ͠ҟৗݕ஌͓ΑͼཁҼՄࢹԽ
    ʜ ʜ
    άϥϑN
    ΢Οϯυ΢αΠζ෼
    ʲఏҊख๏̍ʳ
    άϥϑߏ଄ͷ่Ε




















    ग़ྗ:
    ʢਖ਼ৗҟৗʣ
    ෼ྨ




    1PPMJOH
    'JOHFSQSJOU
    1PPMJOH
    'JOHFSQSJOU
    ̍ۙ๣ ۙ๣
    ʜ
    ʜ
    //

    ˎ 8
    ˎ 8
    ˎ 8
    $POW૚ $POW૚
    ˎ 8
    ˎ 8
    ˎ 8
    ೖྗ
    ʲఏҊख๏ʳ
    άϥϑ৞ΈࠐΈχϡʔϥϧωοτϫʔΫ
    ҟৗཁҼͷՄࢹԽ
    τϥϑΟοΫͷάϥϑߏ଄Խ

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  20. 20
    ௒ݸମܕDCʹ͓͚ΔωοτϫʔΫτϙϩδʔ࠷దԽͱηΩϡϦςΟ
    $16
    ϝϞϦ
    %JTL 3FBE

    %JTL 8SJUF

    /*$ 4FOE

    /*$ 3FDFJWF

    ᶃ ࣌ܥྻతڍಈͷ૬ؔؔ܎άϥϑߏ଄Λར༻ͨ͠
    ಛ௃ϕΫτϧԽ͓Αͼҟৗݕ஌
    ᶄ ܈ ஌ ೳ Ϋ ϥ ε λ Ϧ ϯ ά Λ ར ༻ ͠ ͨ
    ωοτϫʔΫτϙϩδʔ࠷దԽ͓Αͼҟৗݕ஌
    ҟৗϊʔυՄࢹԽ
    ҟৗཁҼՄࢹԽ
    τϙϩδʔ࠷దԽ
    ref: https://kumagallium.hatenablog.com/entry/2019/05/07/184233

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  21. 21
    ௒ݸମతͳ෼ࢄڠௐΫΤϦΩϟογϯάͷݚڀ
    Central
    Datacenter
    Origin
    Replica
    Replica
    Replica
    Replica
    d: ۙ๣ωοτϫʔΫڑ཭
    Edge
    Datacenter
    Replica
    Replica
    d
    (1) ॻ͖ࠐΈཁٻ
    (2) ॻ͖ࠐΈཁٻ
    సૹ
    (3) ಉظߋ৽
    (i) ಡΈࠐΈཁٻ
    (ii) dҎ಺ͷσʔληϯλʔ͔Β
    ಡΈࠐΈ
    Replica
    (4) ඇಉظߋ৽
    ෼ࢄ֤ͨ͠σʔληϯλʔͷ৔ॴ΍ن໛Λҙࣝͤͣʹಁաత͔ͭߴ଎ʹ
    σʔλΛಡΈग़͢ج൫ͷݚڀ։ൃ
    ՝୊
    ஗Ԇͷେ͖͍σʔλ
    ηϯλʔʹಉظߋ৽
    ͕཯଎͞ΕΔ
    ղܾ
    1. ಉظߋ৽ͷൣғΛωο
    τϫʔΫ஗ԆʹԠͯ͡
    ௐઅՄೳ
    2. ΞϓϦέʔγϣϯͷಡ
    Έॻ͖ճ਺ͷൺ཰ʹԠ
    ͯ͡ಉظߋ৽ͷൣғΛ
    దԠతʹܾఆՄೳ
    ֤σʔληϯλʔʹΩϟογϡΛ഑ஔ

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  22. 22
    ௒ݸମܕDC/OSͷϓϩηε/εϨουʹؔ͢Δݚڀ
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ϓϩηε؅ཧػߏ
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ϓϩηε
    εϨου
    ϓϩηε ϓϩηε
    εϨου
    εϨου
    ɾར༻ऀͷ༻్ʹԠͯ͡ΞϓϦέʔγϣϯΛࣗ༝ʹϓϩηεܕ΍εϨουܕɺߋʹ͸ܰྔϓϩηεܕ౳Ͱ࣮ߦͰ͖Δ
    ɾϓϩηε΍εϨουΛϦΞΫςΟϒʹεέδϡʔϦϯά࣮ͯ͠ߦස౓ͷมԽͱϦιʔε࢖༻ྔͷมԽΛ͚ۙͮΔ
    ɾϓϩηε΍εϨου͸ίϯϐϡʔςΟϯά΍ར༻ऀͷঢ়گʹԠͯ͡ಁաతʹεέδϡʔϦϯάΛߦ͏
    ϓϩηε͸ɺྫ͑͹
    Pod͕VMͰִ཭͞Εͨ
    ίϯςφ܈ͱఆٛ
    εϨου͸ɺྫ͑͹
    Pod͸Ϣʔβʔϥϯυ
    ΧʔωϧͰִ཭͞Ε
    ͨίϯςφ܈ͱఆٛ
    ܰྔϓϩηε
    ܰྔϓϩηε͸ɺྫ͑͹Pod
    ͕࠷௿ݶͷVMͷԾ૝Խػೳͷ
    ΈͰִ཭͞Εͨίϯςφ܈ͱ
    ఆٛ
    εέδϡʔϥʔ
    ௒ݸମܕσʔληϯλʔOS

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  23. 23
    ௒ݸମܕDC/OSͷ෼ࢄܕϦιʔε؅ཧʹؔ͢Δݚڀ
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ࣾձʹ༹͚ࠐΜͩϗετ
    ΍Τοδ౳ͷίϯϐϡʔ
    ςΟϯά܈
    ϓϩηε εϨου ϓϩηε
    ɾͲͷϗετ΍Τοδʹϓϩηε΍εϨου͕ىಈɾఀࢭɾҠಈ͞Εͯ΋Ϧιʔε؅ཧͰ͖Δ෼ࢄϦιʔε؅ཧγεςϜ
    ɾίϯηϯαεΞϧΰϦζϜͷҰ෦ػೳΛར༻ͨ͠ϝϯόʔγοϓ؅ཧͱ໋ྩͷฒྻԽʹΑͬͯϦιʔεΛ੍ޚ
    ɾ؅ཧऀ͕௒ݸମͷঢ়ଶʹ߹Θͤͯπʔϧ࣮ߦ͢ΔͷͰ͸ͳ͘πʔϧ࣮ߦʹ௒ݸମ͕ਖ਼͘͠൓Ԡͯ͠౴͑Λࣔ͢
    ܰྔϓϩηε
    Ϧιʔεঢ়گͷऔಘ
    Ϧιʔεͷ੍ޚ
    ϝϯόʔγοϓ؅ཧ
    ʴ
    ໋ྩฒྻԽ
    ؅ཧऀͷπʔϧ
    Ϧιʔεͷ੍ޚ
    Ϧιʔεঢ়گͷऔಘ
    ϓϩηε؅ཧػߏ
    ϝϯόʔγοϓ؅ཧ
    ʴ
    ໋ྩฒྻԽ

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  24. 25
    ίϯηϓτͱϏδϣϯͱ࣮੷
    • ϏδϣϯΛ࠶ఆٛ͠ͳ͕ΒίϯηϓτΛߟ͑ͨ
    • ίϯηϓτʹجͮ͘ݚڀνʔϜΛ࠶ઃܭͨ͠ʢ͜Ε͸·ͨͲ͔͜Ͱʣ
    • ίϯηϓτʹجͮ͘νʔϜͱͯ͠ͷݚڀ։ൃ΍ݸʑͷςʔϚ͕ఆ·͖ͬͯͨ
    • ͍͍ײ͡ʹͳ͖ͬͯͨ
    • ͜Ε͔Βߋʹݚڀ։ൃΛਐΊͯ࿦จࣥච΍࣮ূ࣮ݧɺϨϙʔτެ։ΛਐΊΔ
    • ਵ෼ͱΞΠσΞ΍࿦จ΋ग़࢝Ί͍ͯΔ
    • ෱ԬΛڌ఺ʹੈքʹ޲͚ͯ༏Εͨݚڀ։ൃΛ޿͍͛ͯ͘

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  25. 26
    ࠓ೔ͷൃදʹؔ͢Δࢿྉ
    • https://research.sakura.ad.jp/results/
    • ͘͞ΒΠϯλʔωοτݚڀॴϒϩάͷResultsϖʔδʹࢿྉΛஔ͍͍ͯ·͢

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