The Business Process Reconstruction of Railway-River Combined Transportation Cloud Platform Taking China Container Export as an Example

Table 3

Performance comparison between spark and other data analysis platforms.

Data analysis platform	Hadoop	Spark	Storm
Data processing model	Batch processing	Batch and real-time processing	Real-time processing
Delayed	Higher	Second level	Real time
Cluster support	Thousands of nodes	Over 1000 nodes	Good
Throughput	Good	Good	Quite good
Applicable scene	Mass computation with low timeliness	Large data blocks need high-effective small-batch computation	Real-time analysis of small data blocks