Big Data Management for Healthcare Systems: Architecture, Requirements, and Implementation

Table 1

Big data processing solutions.

Framework	Type	Latency	Developped by	Stream Primitive	Stream source
Hadoop	batch	Minutes or more	Yahoo	Key-value	HDFS
Storm	streaming	Subseconds	Twitter	Tuples	Spouts
Spark streaming	Batch/streaming	Few seconds	Berkley AMPLay	DStream	HDFS
S4	streaming	Few seconds	Yahoo	Events	Networks
Flink	Batch/streaming	Few seconds	Apache Software Foundation	key-value	KAFKA