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Monday, February 5 • 1:00pm - 1:50pm
PRO WORKSHOP: Monitoring Unknown Unknowns with AI

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Despite the fact that modern DevOps teams have multiple monitoring tools, hundreds of metrics instrumented and are capturing billions of data points...downtime still happens. What if instead of implementing more monitoring, we bring forward a future where DevOps teams can augment AI capabilities? In this talk, veteran DevOps engineer Guy Fighel dissects a few real world examples where not knowing what you don't know led to massive outages and service disruptions. He'll explore how despite the fact that modern DevOps teams have multiple monitoring tools, hundreds of metrics instrumented and are capturing billions of data points...downtime still happens. How about instead of implementing more monitoring, we bring forward a future where DevOps teams can augment their existing tooling with AI and machine learning to draw richer correlations across events, metrics and logs to surface insights about threats to uptime that aren't even being monitored. Or put another way, how DevOps teams can get closer to a state of "known knowns!” We will review open source available libraries and concepts, differences between ML algorithms and what are the best suited for the job, expert systems and overall approaches for infrastructure monitoring. This talk is all based on personal hands on experience and is not a sales pitch of any kind.

Speakers
avatar for Guy Fighel

Guy Fighel

Co-Founder & CTO, SignifAI Inc.
Guy Fighel is the Co-Founder and CTO of SignifAI, a machine intelligence platform that helps Site Reliability Engineers to get answers faster by learning from their expertise, not just generic algorithms. He's accumulated 18+ years of experience in system & software architecture and... Read More →


Monday February 5, 2018 1:00pm - 1:50pm
Grand Ballroom -- Workshop Stage 3