Batch Processing

Large-scale data processing with MapReduce and dataflow engines

Dataflow Engines

Apache Spark, Flink batch, and modern dataflow architectures

Sort-merge, hash, and broadcast joins in distributed systems

Extract-Transform-Load vs Extract-Load-Transform patterns

Understanding the map-reduce programming model for big data