Design principles for developing stream processing applications

@article{Turaga2010DesignPF,
  title={Design principles for developing stream processing applications},
  author={Deepak S. Turaga and Henrique Andrade and Bugra Gedik and Chitra Venkatramani and Olivier Verscheure and Jeffrey David Harris and John Cox and William Szewczyk and Paul Jones},
  journal={Softw., Pract. Exper.},
  year={2010},
  volume={40},
  pages={1073-1104}
}
Stream processing applications are used to ingest, process, and analyze continuous data streams from heterogeneous sources of live and stored data, generating streams of output results. These applications are, in many cases, complex, large-scale, low-latency, and distributed in nature. In this paper, we describe the design principles and architectural underpinnings for stream processing applications. These principles are distilled from our experience in building real-world applications both for… CONTINUE READING
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