Max-plus algebraic throughput analysis of synchronous dataflow graphs

  • De Groote R
  • Kuper J
  • Broersma H
 et al. 
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Abstract

In this paper we present a novel approach to throughput analysis of synchronous dataflow (SDF) graphs. Our approach is based on describing the evolution of actor firing times as a linear time-invariant system in max-plus algebra. Experimental results indicate that our approach is faster than state-of-the-art approaches to throughput analysis of SDF graphs. The efficiency of our approach is due to an exploitation of the regular structure of the max-plus system's graphical representation, the properties of which we thoroughly prove.

Author-supplied keywords

  • dataflow
  • max-plus algebra
  • streaming applications
  • timing analysis

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