Giovanni Paolo Gibilisco

Conf42: Cloud Native 2022

Cheap or Fast? How we got both by leveraging ML to automatically tune K8s apps

After all these years, the task of tuning Kubernetes microservice applications is a daunting task even for experienced Performance Engineers and SREs, often resulting in companies facing reliability and performance issues, as well as unexpected costs. In this session, we plan to first illustrate some less-known facts about Kubernetes key resource management and autoscaling mechanisms and show...