Stefano Doni: Kubernetes performance tuning dilemma: How to solve it with AI

GDG Capital Region
Wed, Mar 29, 5:30 PM (EDT)

11 RSVP'ed

There is a “dark side” to Kubernetes that makes it difficult to ensure the desired performance and resilience of cloud-native applications, while also keeping their costs under control. Indeed, the combined effect of Kubernetes resource management mechanisms and application runtime heuristics may cause serious performance and resilience risks. See Akamas' AI-powered optimizations solve this!

About this event

RSVPhttps://gdg.community.dev/events/details/google-gdg-cloud-southlake-presents-gdg-cloud-southlake-20stefano-doni-kubernetes-performance-tuning-dilemma-how-to-solve-it-with-ai/ 

The Kubernetes performance tuning dilemma: How to solve it with AI


There is a “dark side” to Kubernetes that makes it difficult to ensure the desired performance and resilience of cloud-native applications, while also keeping their costs under control. Indeed, the combined effect of Kubernetes resource management mechanisms and application runtime heuristics may cause serious performance and resilience risks.

There are also significant potential improvements, both in terms of performance and efficiency, that can be achieved by properly tuning Kubernetes and application runtime (e.g. JVM, Golang) configuration settings.

In this webinar, we illustrate how the Akamas AI-powered optimizations platform addresses these challenges by making it possible to set the optimization goals (e.g. cost reduction) and constraints (e.g. performance SLOs) and get recommendations on how to adjust configuration settings dynamically under varying workloads.

Speaker

When

Wednesday, Mar 29
5:30 PM - 7:30 PM (EDT)

Hosts

  • James Anderson

    James Anderson

    Sabre

    Sr. Director, Enterprise Architecture

    See Bio
  • Yujun Liang

    Yujun Liang

    Accenture

    Associate Director

    See Bio

Organizers

  • Linda Kovacs

    Linda Kovacs

    Accenture

    GDG Lead & WTM Ambassador

    View Profile
  • Fausto Hernandez

    Fausto Hernandez

    Team Member

    View Profile
  • Jason Rotella

    Jason Rotella

    GDG Founding Organizer

    View Profile
  • Blain Smith

    Blain Smith

    Team Member

  • Chadd Portwine

    Chadd Portwine

    Team Member