Session

The State of Kubernetes Optimization and the Role of AI

Featuring a diverse panel of experts, attendees will hear the latest in Kubernetes optimization. The session will encourage and engage attendees to challenge conventional wisdom and explore innovative approaches to optimization. Participants will leave with actionable knowledge and new perspectives they can apply to their own environments.

Topics include:

- Valuable insights into the current state of AI in optimization, highlighting both its potential and barriers to adoption

- How and when AI can be used for real-time decision-making

- Exploring the intersection of sustainability and optimization, emphasizing the importance of visibility in driving sustainable practices

- The state of multidimensional pod autoscaling and potential to resolve conflicts between horizontal and vertical autoscaling

- How new computing options and tools like Karpenter have the potential to disrupt the bin packing problem

- How cloud-native projects can leverage new tools to track efficiencies

Haoran Qiu

Research SDE at Microsoft; CS PhD at UIUC

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