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  4. An Iterative Method for Mapping-Aware Frequency Regulation in Dataflow Circuits
 
conference paper

An Iterative Method for Mapping-Aware Frequency Regulation in Dataflow Circuits

Rizzi, Carmine
•
Guerrieri, Andrea  
•
Josipovic, Lana
January 1, 2023
2023 60Th Acm/Ieee Design Automation Conference, Dac
60th ACM/IEEE Design Automation Conference (DAC)

Dataflow circuits promise to overcome the scheduling limitations of standard HLS solutions. However, their performance suffers due to timing overheads caused by their handshake communication protocol. Current pipelining solutions fail to account for logic optimizations that occur during FPGA synthesis, thus producing over-conservative results. In this work, we develop an FPGA mapping-aware timing regulation technique for dataflow circuits; it relies on FPGA synthesis information to identify the circuit's critical path and optimize it through register placement. Our dataflow circuits Pareto-dominate state-of-the-art solutions, with up to 29% and 21% execution time and area reduction, respectively.

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Type
conference paper
DOI
10.1109/DAC56929.2023.10247686
Web of Science ID

WOS:001073487300027

Author(s)
Rizzi, Carmine
Guerrieri, Andrea  
Josipovic, Lana
Date Issued

2023-01-01

Publisher

IEEE

Publisher place

New York

Published in
2023 60Th Acm/Ieee Design Automation Conference, Dac
ISBN of the book

979-8-3503-2348-1

Subjects

Technology

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LAP  
Event nameEvent placeEvent date
60th ACM/IEEE Design Automation Conference (DAC)

San Francisco, CA

JUL 09-13, 2023

Available on Infoscience
February 16, 2024
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/203826
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