Faisal Masood Machine Learning On Kubernetes !!link!! -

Masood openly admits that Kubernetes is overkill for small teams or batch scoring. He provides a decision matrix to help you decide if you even need K8s for your ML workload.

Ephemeral Apache Spark or Trino pods execute data cleaning, filtering, and aggregation across distributed nodes, freeing resources immediately upon job completion. 2. Machine Learning Engineering Layer faisal masood machine learning on kubernetes