About this talk
This talk explores the challenges companies face without autoscaling, highlighting the trade-offs between resource waste and performance issues. The speaker discusses the difficulties in setting accurate resource requests without consistent usage patterns and presents machine learning as a viable solution. Attendees will learn how to leverage this technology to achieve high accuracy in resource management while minimizing manual effort and risk of instability. The session aims to provide insights and practical demonstrations of implementing machine learning for effective autoscaling.
