The Big data ecosystems data processing frameworks are classified in the following blocks:

Batch Processing

• Hadoop Map-Reduce: Batch or batch processing engine.
  

Real-time processing

• Apache Storm
• Apache Samza
• IBM InfoSphere
• Apache S4 (Yahoo)
• Apache complexion

Hybrid processing

• Apache Spark streaming: Batch processing engine with streaming functions via micro-batches. Uses a lambda architecture 
  
• Apache Flink: Streaming processing engine where Bach processing is a particular case of streaming. It uses a Kappa architecture.