Skip to main content

Table 1 Comparison of data processing techniques

From: A survey on bandwidth-aware geo-distributed frameworks for big-data analytics

Processing Approaches

Batching

Streaming

Micro-batching

Native streaming

Data size

Large

Small batch

Small

Analytics

Complex

Simple

Simple

Latency

High(minutes to hours)

Medium

Low

Frameworks

Hadoop, Spark

Spark Streaming, Storm-Trident

Flink, Storm