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

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

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

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

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Mackerel Product Roadmap

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೥಺ϦϦʔε༧ఆ 1

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ϝτϦοΫσʔλอ࣋ظ֦ؒॆ •̍෼ཻ౓Λ15ϱ݄อ࣋ ʢStandardϓϥϯʣ

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2 ࠓޙͷϦϦʔε

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

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

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