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Apache Flink vs Singa

A side-by-side look at Apache Flink and Singa. For an in-depth review of either product, follow the links below.

 Apache Flink

Apache Flink

Development

Apache Flink is an open-source stream processing framework that performs stateful computations over unbounded and bounded data streams. It offers high throughput, low latency, accurate results, and fault tolerance.

opensourcestream-processingrealtimedistributedscalable
Singa

Singa

Ai Tools & Services

Singa is an open-source distributed deep learning platform that can train large machine learning models over CPUs, GPUs, or clusters. It provides a flexible programming model that supports a wide range of deep learning frameworks and algorithms.

deep-learningdistributed-trainingopen-source

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