Host on AWS: AWS-Certified
Enterprise MLOps Deployed on AWS
Domino is an AWS Machine Learning Competency Partner validated since 2017. Domino’s Enterprise MLOps Platform on Amazon EKS provides ready-to-deploy, field-tested deployment patterns for ease of management. Domino can run in a dedicated VPC in the AWS region of your choice, including GovCloud.
Kubernetes brings a whole new set of benefits to containerized applications, including efficient hardware/compute utilization. K8s has the capability to automatically scale up when capacity peaks and scale down again after a peak.
Scaling a cluster up or down is quick and easy because it’s a matter of just adding or removing virtual machines (VMs) to the cluster. This dynamic resource allocation is especially beneficial for data science workloads; the demand for high-powered CPUs, GPUs and RAM can be extremely intensive when training models or engineering features, but then the demand can scale down again very quickly.