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Mackerel Roadmap 2017.11.29

Mackerel Roadmap 2017.11.29

Monitoring Seminar in mercari

Hiromichi Sugiyama

November 29, 2017
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  1. View Slide

  2. Hiromichi Sugiyama / ਿࢁ ޿௨
    גࣜձࣾ͸ͯͳ
    αʔϏεɾγεςϜ։ൃຊ෦
    .BDLFSFMνʔϜ ϓϩσϡʔαʔ
    .BDLFSFM1SPEVDU.BOBHFS
    ܦྺ
    େن໛؀ڥͰͷΠϯϑϥΤϯδχΞ
    ΦʔϓϯιʔεͷϞχλϦϯάπʔϧ
    4BB4γεςϜ
    *5*-ϕʔεͷαʔϏεϚωδϝϯτ
    ͸ͯͳͰ.BDLFSFMࣄۀ΁ܞΘΔ
    TVHJZBNB!IBUFOBOFKQ

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  3. Monitoringͷॏཁੑ
    lϞχλϦϯάΛ͍ͯ͠ͳ͚Ε͹ɺ
    αʔϏε͕ಈ࡞͍ͯ͠Δ͔͑͞Θ͔
    Γ·ͤΜɻे෼ͳߟྀͷԼͰઃܭ͞
    ΕͨϞχλϦϯάΠϯϑϥετϥΫ
    νϟ͕ͳ͚Ε͹ɺࢹքΛด͟͞Εͨ
    ··ඈߦ͍ͯ͠ΔΑ͏ͳ΋ͷͰ
    ͢ɻz
    43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά
    ʕ(PPHMFͷ৴པੑΛࢧ͑ΔΤϯδχΞϦϯάνʔϜ
    ΦϥΠϦʔɾδϟύϯ

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  4. Monitoringͷॏཁੑ
    ։ൃ
    ςετٴͼϦϦʔεखॱ
    ϙετϞʔςϜࠜຊݪҼ෼ੳ
    ΠϯγσϯτରԠ
    ϞχλϦϯά
    43&αΠτϦϥΠΞϏϦςΟΤϯδχΞϦϯά ʕ(PPHMFͷ৴པੑΛࢧ͑ΔΤϯδχΞϦϯάνʔϜ
    ΦϥΠϦʔɾδϟύϯ
    Ϗδωε
    ΩϟύγςΟϓϥϯχϯά
    ϓϩμΫτ

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  5. MonitoringΛͱΓ·͘ੈք͸޿େ
    SaaS
    OSS
    In-house
    Development
    Metric
    Event
    Log
    Profiling
    Tracing
    Application
    Middleware
    OS
    Network
    IaaS/PaaS
    Traditional

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  6. ౰ηϛφʔͷ։࠵ҙٛ
    • ϏδωεΛ੒ޭͤ͞ΔͨΊ.POJUPSJOH͸
    ෆՄܽͳଘࡏ
    • ҰํɺϞχλϦϯάΛͱΓ·͘ੈք͸޿େ
    • ༷ʑͳ֞ࠜΛ௒͑ͯɺ༏Εͨ஌ݟڞ༗͕Ͱ
    ͖Δ৔Λఏڙ͍ͨ͠

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  7. Mackerel
    Product Roadmap

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  8. ೥಺ϦϦʔε༧ఆ
    1

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  9. ϝτϦοΫσʔλอ࣋ظ֦ؒॆ
    •̍෼ཻ౓Λ15ϱ݄อ࣋
    ʢStandardϓϥϯʣ

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  10. 2
    ࠓޙͷϦϦʔε

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  11. ҟৗݕ஌
    • ͍ͭ΋ͱҧ͏σʔλύλʔϯ΍֎Ε஋Λࣝผ
    • ػցֶशͷΞϧΰϦζϜΛ׆༻
    Anatomy of an anomaly detection model
    https://techblog.expedia.com/2016/07/28/applying-data-science-to-monitoring/

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  12. • ઌਐతͳΞʔΩςΫνϟ΁ͷ਌࿨ੑ޲্
    ίϯςφ΍ϑΝϯΫγϣϯΛ༻͍ͨαʔόϨεΞʔΩς
    ΫνϟͳͲ
    • ෼ྨʗू໿
    αϙʔτ֓೦ͷ֦ॆ
    Service
    Role
    Host Host Container Container Container Function Function
    Role Role
    Host Host
    Role
    Host Host
    Container Function

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  13. ಈతߏ੒ϨδετϦͱͯ͠ͷॆ࣮
    • ಈతͳΠϯϑϥΛޮ཰తʹ؅ཧ͢ΔͨΊͷ࢓૊Έ
    • ݕࡧػೳͷॆ࣮
    • ೚ҙͷKey−ValueΛ༷ʑͳ৚݅Ͱݕࡧ→ϗετ
    நग़ ͳͲ
    • ϓϥάΠϯूͷఏڙ
    • ΠϯετʔϧύοέʔδͳͲ

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  14. ίϯϙʔωϯτؒͷؔ܎Λදݱ
    LB DB
    Proxy
    Proxy
    Proxy
    App
    App
    App
    App
    App
    • ෳࡶͳߏ੒΋෼͔Γ΍͘͢؅ཧՄೳ
    • ߏ੒೺Ѳͷ༰қԽ
    • Өڹൣғ΍ݪҼͷಛఆ

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  15. mackerel.io

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