A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space

Daniel Llamocca; Marios Pattichis; Cesar Carranza

doi:10.1109/ReCoSoC.2012.6322903

A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space

Daniel Llamocca, Marios Pattichis, Cesar Carranza

The University of New Mexico

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

5 Citas (Scopus)

Resumen

We present a framework for the implementation of self-reconfigurable 2D Discrete Cosine Transforms (DCTs). Dynamic Partial Reconfiguration (DPR) and Dynamic Frequency Control lead to a multi-objective optimization scheme that generates Pareto-optimal realizations from the Power-Performance-Accuracy (PPA) space. The PPA space is created by evaluating the 2D DCTs realizations in terms of their power consumption, performance, and accuracy. Dynamic PPA management can then carried out by selecting Pareto-optimal realizations that meet time-varying PPA constraints.

Idioma original	Inglés
Título de la publicación alojada	ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings
DOI	https://doi.org/10.1109/ReCoSoC.2012.6322903
Estado	Publicada - 2012
Publicado de forma externa	Sí
Evento	7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, ReCoSoC 2012 - York, Reino Unido Duración: 9 jul. 2012 → 11 jul. 2012

Serie de la publicación

Nombre	ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings

Conferencia

Conferencia	7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, ReCoSoC 2012
País/Territorio	Reino Unido
Ciudad	York
Período	9/07/12 → 11/07/12

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10.1109/ReCoSoC.2012.6322903

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Llamocca, D., Pattichis, M., & Carranza, C. (2012). A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space. En ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings Artículo 6322903 (ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings). https://doi.org/10.1109/ReCoSoC.2012.6322903

Llamocca, Daniel ; Pattichis, Marios ; Carranza, Cesar. / A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space. ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings. 2012. (ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings).

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title = "A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space",

abstract = "We present a framework for the implementation of self-reconfigurable 2D Discrete Cosine Transforms (DCTs). Dynamic Partial Reconfiguration (DPR) and Dynamic Frequency Control lead to a multi-objective optimization scheme that generates Pareto-optimal realizations from the Power-Performance-Accuracy (PPA) space. The PPA space is created by evaluating the 2D DCTs realizations in terms of their power consumption, performance, and accuracy. Dynamic PPA management can then carried out by selecting Pareto-optimal realizations that meet time-varying PPA constraints.",

keywords = "DCT, Dynamic Partial Reconfiguration, Field-programmable gate array (FPGA), Multi-objective Optimization",

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note = "7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, ReCoSoC 2012 ; Conference date: 09-07-2012 Through 11-07-2012",

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Llamocca, D, Pattichis, M & Carranza, C 2012, A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space. En ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings., 6322903, ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings, 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, ReCoSoC 2012, York, Reino Unido, 9/07/12. https://doi.org/10.1109/ReCoSoC.2012.6322903

A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space. / Llamocca, Daniel; Pattichis, Marios; Carranza, Cesar.
ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings. 2012. 6322903 (ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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AB - We present a framework for the implementation of self-reconfigurable 2D Discrete Cosine Transforms (DCTs). Dynamic Partial Reconfiguration (DPR) and Dynamic Frequency Control lead to a multi-objective optimization scheme that generates Pareto-optimal realizations from the Power-Performance-Accuracy (PPA) space. The PPA space is created by evaluating the 2D DCTs realizations in terms of their power consumption, performance, and accuracy. Dynamic PPA management can then carried out by selecting Pareto-optimal realizations that meet time-varying PPA constraints.

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KW - Field-programmable gate array (FPGA)

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Llamocca D, Pattichis M, Carranza C. A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space. En ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings. 2012. 6322903. (ReCoSoC 2012 - 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip, Proceedings). doi: 10.1109/ReCoSoC.2012.6322903

A framework for self-reconfigurable DCTs based on multiobjective optimization of the power-performance-accuracy space

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