Deploying AI Apps with GPUs on AWS EKS and Karpenter

AWS EKS, when used with Karpenter, offers a powerful managed Kubernetes service that simplifies cluster management and enhances scalability while optimizing costs, particularly beneficial for AI applications with sporadic or compute-intensive tasks requiring GPU capabilities. By integrating with Qovery, developers can easily set up AWS EKS and Karpenter, automate the installation of necessary components like the NVIDIA device plugin, and deploy AI applications using GPUs through streamlined processes. The combination of AWS EKS, Karpenter, and Qovery not only ensures efficient management and resource allocation but also enables the use of AWS Spot Instances to further reduce costs, making it an ideal solution for deploying AI applications at scale effectively.