1. Processing high data rate streams in System S
- Author
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Andrade, H., Gedik, B., Wu, K.-L., and Yu, P.S.
- Subjects
- *
COMPUTER programming , *ALGORITHMS , *COMPUTER networks , *SCALABILITY , *DATA analysis , *MIDDLEWARE , *COMPUTER simulation - Abstract
Abstract: High-performance stream processing is critical in many sense-and-respond application domains—from environmental monitoring to algorithmic trading. In this paper, we focus on language and runtime support for improving the performance of sense-and-respond applications in processing data from high-rate live streams. The central tenets of this work are the programming model, the workload splitting mechanisms, the code generation framework, and the underlying System S middleware and Spade programming model. We demonstrate considerable scalability behavior coupled with low processing latency in a real-world financial trading application. [Copyright &y& Elsevier]
- Published
- 2011
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