Apache Spark is an open-source multi-language engine for executing Data Engineer and Machine Learning on single-node machines or clusters. It’s optimized for large-scale data processing.

Spark runs well with Kubernetes.

Spark is a highly popular framework for large-scale data processing. It allows Data Engineer to process massive datasets in memory, which makes it faster than traditional disk-based approaches. Spark is versatile, supporting batch processing, real-time data streaming, machine learning, and graph processing.