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Mackerel loves Machine Learnings

Mackerel loves Machine Learnings

Mackerel meetup #7
May 12, 2016

Shinji Tanaka

May 12, 2016
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  1. ઢܗճؼ෼ੳͰ༧ଌ • Ϣʔεέʔε • σΟεΫ༰ྔܯࠂ • దਖ਼ͳᮢ஋͸?? 80% or 90%??


    →ʮ͋ͱԿ೔อͭͷ͔ʯ͕ຊ࣭ • ※: ػցֶशͱݴ͏΄ͲͰ͸ͳ͍
  2. MackerelͰઢܗճؼ෼ੳ • ϝτϦοΫσʔλऔಘAPI • PythonͰܭࢉɾϓϩοτ  fooproxy:sda1, size: 808.48 GB/1.62

    TB, full in 187d22h29m28.490645s foodb01:sdb1, size: 36.74 GB/52.84 GB, full in 478d1h12m31.461298s foodb01:sda1, size: 1.74 GB/21.14 GB, full in 174624d18h43m36.810938s fooapp01:sda1, size: 10.14 GB/21.14 GB, full in 768d7h59m9.087334s foodb02:sdb1, size: 23.44 GB/52.84 GB, full in 897d11h57m15.711874s full in 187d22h29m28.490645s
  3. τϨʔχϯά & ςετ       

       τϨʔχϯά ςετ
  4. ଞͷʮػցֶश ὑ Mackerelʯ • Outliner Detection • ଟ਺ͷαʔόʔ͕ଘࡏ͢ΔࡍʹͲΕ͕ෆௐͳͷ͔ൃݟ͢Δ • Alert

    Summarization • ঢ়گΛཁ໿ɻࣅͨΞϥʔτΛ·ͱΊΔ • Capacity Planning • ߏ੒࠷దԽɾద੾ͳΠϯελϯεΛબఆ • Auto-tuning Threshold • ΞϥʔτͷS/NൺΛߴΊΔͨΊʹࣗಈͰௐ੔