CNCF On-Demand Webinar: Using Machine Learning on K8s Logs to Find Root Cause Faster

CNCF Online Programs
Apr 29 - May 5, 12:00 AM (PDT)

There are many ways to tell when your application breaks. But figuring out what caused it to break is slow and tedious as engineers hunt through logs and dashboards, piecing together the details of what happened.

About this event

There are many ways to tell when your application breaks. But figuring out what caused it to break is slow and tedious as engineers hunt through logs and dashboards, piecing together the details of what happened.

Fortunately, unsupervised machine learning technology can speed-up the process. It works by automatically finding the log events and metrics that describe the root cause, and it uses GPT-3 to provide a plain language summary of the problem.

This webinar will cover:

- How the technology works

- Live demonstration of the technology against a Kubernetes demo app

- Case study: How Reserved.ai is using the technology to speed-up incident resolution time

Featured Presentation

Speakers

  • Larry Lancaster

    Larry Lancaster

    Zebrium

    CTO

  • Gavin Cohen

    Gavin Cohen

    Zebrium

    VP Product

  • Aran Khanna

    Aran Khanna

    Reserved.ai

    Founder/CEO


  • Organizers

  • Ihor Dvoretskyi

    Ihor Dvoretskyi

    Cloud Native Computing Foundation

    Organizer

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  • Kristi Tan

    Kristi Tan

    CNCF

    Organizer

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  • Chris Aniszczyk

    Chris Aniszczyk

    Linux Foundation (CNCF)

    Organizer

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  • Libby Schulze

    Libby Schulze

    CNCF

    Organizer

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