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

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

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

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

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