1. Batch processing calculation
Representative products for batch processing of large-scale data: MapReduce; Spark, etc.
2. Stream calculation
Real-time calculation and real-time processing of streaming data, and real-time response, otherwise the analysis result will lose commercial value. Representative products: Storm, S4, Stream, Puma, DStream, Super Mario, Galaxy Stream Data Processing Platform, etc.
3. Graph calculation
Representative products for processing large-scale graph structure data: Pregel, Graphx, PowerGraph, Hama, GoldenOrb, etc.
4. Query analysis and calculation
Representative products for storage management and query analysis of large-scale data: Dremel, Hive, Cassandra, Impala, etc.