PiMM: Parameterized and interfaced dataflow meta-model for MPSoCs runtime reconfiguration

Karol Desnos; Maxime Pelcat; Jean François Nezan; Shuvra S. Bhattacharyya; Slaheddine Aridhi

doi:10.1109/SAMOS.2013.6621104

PiMM: Parameterized and interfaced dataflow meta-model for MPSoCs runtime reconfiguration

Karol Desnos, Maxime Pelcat, Jean François Nezan, Shuvra S. Bhattacharyya, Slaheddine Aridhi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

49 Citations (Scopus)

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 exploitation of both static and adaptive task, data and pipeline parallelism. PiMM fosters design space exploration and reconfigurable resource allocation in a flexible dynamic dataflow context.

Original language	English
Title of host publication	Proceedings - 2013 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013
Pages	41-48
Number of pages	8
DOIs	https://doi.org/10.1109/SAMOS.2013.6621104
Publication status	Published - 2013
Publication type	A4 Article in a conference publication
Event	2013 13th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013 - Samos, Greece Duration: 15 Jul 2013 → 18 Jul 2013

Conference

Conference	2013 13th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013
Country/Territory	Greece
City	Samos
Period	15/07/13 → 18/07/13

ASJC Scopus subject areas

Hardware and Architecture
Electrical and Electronic Engineering
Modelling and Simulation

Access to Document

10.1109/SAMOS.2013.6621104

Cite this

@inproceedings{293f2eeec3ef4ef9835753f0c291d6e7,

title = "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 exploitation of both static and adaptive task, data and pipeline parallelism. PiMM fosters design space exploration and reconfigurable resource allocation in a flexible dynamic dataflow context.",

author = "Karol Desnos and Maxime Pelcat and Nezan, {Jean Fran{\c c}ois} and Bhattacharyya, {Shuvra S.} and Slaheddine Aridhi",

year = "2013",

doi = "10.1109/SAMOS.2013.6621104",

language = "English",

isbn = "9781479901036",

pages = "41--48",

booktitle = "Proceedings - 2013 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013",

note = "2013 13th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013 ; Conference date: 15-07-2013 Through 18-07-2013",

}

Desnos, K, Pelcat, M, Nezan, JF, Bhattacharyya, SS & Aridhi, S 2013, PiMM: Parameterized and interfaced dataflow meta-model for MPSoCs runtime reconfiguration. in Proceedings - 2013 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013., 6621104, pp. 41-48, 2013 13th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013, Samos, Greece, 15/07/13. https://doi.org/10.1109/SAMOS.2013.6621104

PiMM : Parameterized and interfaced dataflow meta-model for MPSoCs runtime reconfiguration. / Desnos, Karol; Pelcat, Maxime; Nezan, Jean François; Bhattacharyya, Shuvra S.; Aridhi, Slaheddine.

Proceedings - 2013 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013. 2013. p. 41-48 6621104.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - PiMM

T2 - 2013 13th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013

AU - Desnos, Karol

AU - Pelcat, Maxime

AU - Nezan, Jean François

AU - Bhattacharyya, Shuvra S.

AU - Aridhi, Slaheddine

PY - 2013

Y1 - 2013

N2 - 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 exploitation of both static and adaptive task, data and pipeline parallelism. PiMM fosters design space exploration and reconfigurable resource allocation in a flexible dynamic dataflow context.

AB - 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 exploitation of both static and adaptive task, data and pipeline parallelism. PiMM fosters design space exploration and reconfigurable resource allocation in a flexible dynamic dataflow context.

UR - http://www.scopus.com/inward/record.url?scp=84888883761&partnerID=8YFLogxK

U2 - 10.1109/SAMOS.2013.6621104

DO - 10.1109/SAMOS.2013.6621104

M3 - Conference contribution

AN - SCOPUS:84888883761

SN - 9781479901036

SP - 41

EP - 48

BT - Proceedings - 2013 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2013

Y2 - 15 July 2013 through 18 July 2013

ER -

PiMM: Parameterized and interfaced dataflow meta-model for MPSoCs runtime reconfiguration

Abstract

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this