[Retracted] College Physical Education and Training in Big Data: A Big Data Mining and Analysis System

Table 1

Details of data flow platform.

Platform	Data abstraction	Data flow	Delay	Resource management	Autoscaling
Flume	Event	Agent	Low	Native	No
NiFi	FlowFile	Flow	Configurable	Native	No
Gearpump	Message	Streaming application	Very low	YARN	No
Apex	Tuple	Process topology	Very low	YARN	Yes
Kafka streams	Kafka stream	Application	Very low	YARN	No
Spark streaming	DStream	Topology	Medium	YARN	Yes
Storm	Tuple	Job	Very low	YARN	No
Samza	Message	Streaming data flow	Low	YARN	No
Flink	DataStream	Job	Very low	YARN	No
Ignite streaming	Ignite data streamer	Pipeline	Low	YARN	No
Beam	PCollection	Job	Low	YARN	Yes