Towards Benchmarking Modern Distributed Streaming Systems

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In general, we presented a common benchmark for modern distributed stream computing system. It helps to characterize the stream system like Spark-streaming and Storm, from performance, reliability and availability perspectives. For example, Spark-streaming is good at high throughput and better fault tolerant. Meanwhile Storm can response quickly, but has some defects in complex computation case. In addition, it can also be the integration test suite to evaluate different release candidates.

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