Parameter Apache Spark Hadoop
Processing It can support both Batch processing & Real-time processing Only Batch processing
Recovery It can allow partitions recovery Fault-tolerant
Speed Faster than Hadoop Maintain decent speed
Difficulty Very easy to learn when compared to Hadoop because pf high-level modules Difficult to learn
Interactivity It has interactive modes No interactive modes
