Federator.ai uses advanced AI/machine learning technologies to analyze customers’ application workloads on OpenShift and then predict their future workload demands and resources required at different time scales (minutes, hours, days, weeks, etc). Federator.ai is installed as an Operator on OpenShift, enables OpenShift customers to:
a. Determine the optimal amount of cloud resources (CPU, GPU, Memory etc) for each of their applications at scale, and support different application requirements (e.g. mission critical vs cost sensitive) without the need for significantly over-provisioning their resources or worrying about not having enough resources;
b. Determine the best instances and costs from AWS, Azure, GCP in supporting their application workloads;
c. Enable effective capacity/resource planning and auto-scale their applications on OpenShift clusters.
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