Scale your kubernetes cluster to (almost) zero with GKE autoscaler
IntroductionAlthough kubernetes is best known for orchestrating permanent workloads (deployments) that adapt to demand (horizontal pod autoscaler), it is increasingly being used for ephemeral batch processes. In some cases, these processes require specialized hardware that can be expensive or rare. This is the case of machine learning training jobs, which often require large instance types with GP
New – Predictive Scaling for EC2, Powered by Machine Learning | AWS News Blog
AWS News Blog New – Predictive Scaling for EC2, Powered by Machine Learning Update May 21, 2021 – Predictive Scaling is now available natively in EC2 Auto Scaling for easier configuration. See our documentation for more information and to get started. When I look back on the history of AWS and think about the launches that truly signify the fundamentally dynamic, on-demand nature of the cloud, two
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Automating Operations with ML | USENIX
