Abstract Algorithms

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kubernetes

2 articles across 2 sub-topics

#Apache-spark(1)

Spark on Kubernetes: Operator, Dynamic Allocation, and Production Monitoring

TLDR: Running Spark on Kubernetes replaces YARN's static queue model with a container-native, elastically-scaled execution environment. The kubeflow Spark Operator manages SparkApplication CRDs through a reconciliation loop that creates driver and ex...

Apr 19, 2026•31 min read

How Kubernetes Works: The Container Orchestrator

TLDR TLDR: Kubernetes (K8s) is an operating system for the cloud. It manages clusters of computers (Nodes) and schedules applications (Pods) onto them via a continuous declarative control loop — you describe what you want, and Kubernetes continuousl...

Mar 9, 2026•13 min read