2009Unpublished venueRequires access

An efficient technique for analysis of minimal buffer requirements of synchronous dataflow graphs with model checking

Weichen Liu, Zonghua Gu, Jiang Rong Xu, Yu Wang, Mingxuan Yuan

Open publisher page 26 citations

Abstract

Synchronous Dataflow (SDF) is a widely-used model of computation for digital signal processing and multimedia applications, which are typically implemented on memory constrained hardware platforms. SDF can be statically analyzed and scheduled, and the memory requirement for correct execution can be predicted at compile time. In this paper, we present an efficient technique based on model-checking for exact analysis of minimal buffer requirement of an SDF graph to guarantee deadlock-free execution. Performance evaluation shows that our approach can achieve significant performance improvements compared to related work.

About this research paper

What this paper is about

Synchronous Dataflow (SDF) is a widely-used model of computation for digital signal processing and multimedia applications, which are typically implemented on memory constrained hardware platforms. SDF can be statically analyzed and scheduled, and the memory requirement for correct execution can be predicted at compile time. In this paper, we present an efficient technique based on model-checking for exact analysis of minimal buffer requirement of an SDF graph to guarantee deadlock-free execution. Performance evaluation shows that our approach can achieve significant performance improvements compared to related work.

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OpenAlex reports 26 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Synchronous Dataflow (SDF) is a widely-used model of computation for digital signal processing and multimedia applications, which are typically implemented on memory constrained hardware platforms. SDF can be statically analyzed and scheduled, and the memory requirement for correct execution can be predicted at compile time. In this paper, we present an efficient technique based on model-checking for exact analysis of minimal buffer requirement of an SDF graph to guarantee deadlock-free execution. Performance evaluation shows that our approach can achieve significant performance improvements compared to related work.

Key concepts: Dataflow, Computer science, Compile time, Model checking, Compiler, Computation, Parallel computing, Model of computation

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