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- W2034421000 abstract "Models of computation abstract away a number of implementation details in favor of well-defined semantics. While this has unquestionable benefits, we argue that analysis of models solely based on operational semantics (implementation-oblivious analysis) is unfit to drive implementation design space exploration. Specifically, we study the tradeoff between buffer size and streaming throughput in applications modeled as synchronous data flow (SDF) graphs. We demonstrate the inherent inaccuracy of implementation-oblivious approach, which only considers SDF operational semantic. We propose a rigorous transformation, which equips the state of the art buffer-throughput tradeoff analysis technique with implementation awareness. Extensive empirical evaluation show that our approach results in significantly more accurate estimates in streaming throughput at the model level, while running two orders of magnitude faster than cycle-accurate simulation of implementations." @default.
- W2034421000 created "2016-06-24" @default.
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- W2034421000 date "2015-06-04" @default.
- W2034421000 modified "2023-09-26" @default.
- W2034421000 title "Implementation-Aware Model Analysis" @default.
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- W2034421000 doi "https://doi.org/10.1145/2670529.2754968" @default.
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