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  4. A Comprehensive Timing Model for Accurate Frequency Tuning in Dataflow Circuits
 
conference paper

A Comprehensive Timing Model for Accurate Frequency Tuning in Dataflow Circuits

Rizzi, Carmine
•
Guerrieri, Andrea  
•
Ienne, Paolo  
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January 1, 2022
2022 32Nd International Conference On Field-Programmable Logic And Applications, Fpl
32nd International Conference on Field-Programmable Logic and Applications (FPL)

The ability of dataflow circuits to implement dynamic scheduling promises to overcome the conservatism of static scheduling techniques that high-level synthesis tools typically rely on. Yet, the same distributed control mechanism that allows dataflow circuits to achieve high-throughput pipelines when static scheduling cannot also causes long critical paths and frequency degradation. This effect reduces the overall performance benefits of dataflow circuits and makes them an undesirable solution in broad classes of applications. In this work, we provide an in-depth study of the timing of dataflow circuits. We develop a mathematical model that accurately captures combinational delays among different dataflow constructs and appropriately places buffers to control the critical path. On a set of benchmarks obtained from C code, we show that the circuits optimized by our technique accurately meet the clock period target and result in a critical path reduction of up to 38% compared to prior solutions.

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Type
conference paper
DOI
10.1109/FPL57034.2022.00063
Web of Science ID

WOS:000975890500051

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

2022-01-01

Publisher

IEEE COMPUTER SOC

Publisher place

Los Alamitos

Published in
2022 32Nd International Conference On Field-Programmable Logic And Applications, Fpl
ISBN of the book

978-1-6654-7390-3

Series title/Series vol.

International Conference on Field Programmable Logic and Applications

Start page

375

End page

383

Subjects

Computer Science, Hardware & Architecture

•

Computer Science, Software Engineering

•

Computer Science, Theory & Methods

•

Computer Science

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LAP  
Event nameEvent placeEvent date
32nd International Conference on Field-Programmable Logic and Applications (FPL)

Belfast, NORTH IRELAND

Aug 29-Sep 02, 2022

Available on Infoscience
July 3, 2023
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/198673
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