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PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration

Abstract : —Dataflow models of computation are widely used for the specification, analysis, and optimization of Digital Signal Processing (DSP) applications. In this paper a new meta-model called PiMM is introduced to address the important challenge of managing dynamics in DSP-oriented representations. PiMM extends a dataflow model by introducing an explicit parameter dependency tree and an interface-based hierarchical compositionality mechanism. PiMM favors the design of highly-efficient heterogeneous multicore systems, specifying algorithms with customizable trade-offs among predictability and exploita-tion of both static and adaptive task, data and pipeline paral-lelism. PiMM fosters design space exploration and reconfigurable resource allocation in a flexible dynamic dataflow context.
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Submitted on : Thursday, October 16, 2014 - 11:39:11 AM
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Karol Desnos, Maxime Pelcat, Jean-François Nezan, Shuvra Bhattacharyya, Slaheddine Aridhi. PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration. 13th International Conference on Embedded Computer Systems: Architecture, Modeling and Simulation (SAMOS XIII), Jul 2013, Samos, Greece. pp.41 - 48, ⟨10.1109/SAMOS.2013.6621104⟩. ⟨hal-00877492v2⟩



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