Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Building Data Driven Organizations

Abe Stanway
September 13, 2014

Building Data Driven Organizations

Given at IT Weekend 2014 in Kiev

Abe Stanway

September 13, 2014
Tweet

More Decks by Abe Stanway

Other Decks in Programming

Transcript

  1. $ per second items bought per second page requests per

    second database queries per second memcache hits per second fread() per second
  2. App code -> statsD -> Graphite -> Dashboards -> Insights

    by hand by hand by hand by hand by hand
  3. App code -> statsD -> Graphite -> Dashboards -> Insights

    by hand by hand by hand AUTOMATIC! AUTOMATIC!
  4. they provide data about your raw machines, not your CUSTOM

    DEVELOPED TECHNOLOGY And Application level logic
  5. Full disclosure: this is my new PROJECT ! we’re going

    to talk about it because i’m pretty excited and the beta is opening up soon.
  6. A service: cpu resources disk io PCAP data ports Used

    syscalls service fingerprint MACHINE LEARNING
  7. A service: cpu resources disk io PCAP data ports Used

    syscalls ABNORMAL BEHAVIOR MACHINE LEARNING
  8. App code -> statsD -> Graphite -> Dashboards -> Insights

    by hand AUTOMATIC! AUTOMATIC! AUTOMATIC! AUTOMATIC!
  9. but ACTION is easier to inspire when there is lots

    of data and lots of insight everywhere