Dataflow Mapping

Dataflow Mapping is a method in reconfigurable accelerator design that specifies how computational operations and data dependencies in an application are assigned to processing elements and communication resources in a target architecture to optimize performance, resource utilization, and data movement efficiency.

103

Publications

3.5K

Citations

408

Authors

139

Institutions

Publications per year

2017–2026

Parents

Reconfigurable Accelerators

Publications

103

fpgaConvNet: A Framework for Mapping Convolutional Neural Networks on FPGAs

Stylianos I. Venieris, Christos-Savvas Bouganis · 2016 · 268 citations

Engineering, Computer Engineering, Computer Science +17

An approach for quantitative analysis of application-specific dataflow architectures

Bart Kienhuis, E. Deprettere, Kees Vissers et al. · 2002 · 251 citations

Engineering, Computer Engineering, Computer Science +12

Using Dataflow to Optimize Energy Efficiency of Deep Neural Network Accelerators

Yu‐Hsin Chen, Joel Emer, Vivienne Sze · IEEE Micro · 2017 · 140 citations · Full text

Engineering, Computer Engineering, Computer Science +17

A dataflow-driven approach to identifying microservices from monolithic applications

Shanshan Li, He Zhang, Zijia Jia et al. · Journal of Systems and Software · 2019 · 116 citations

Computing, Computer Science, Computer Systems +11

MAPS: Mapping Concurrent Dataflow Applications to Heterogeneous MPSoCs

Jerónimo Castrillón, Rainer Leupers, Gerd Ascheid · IEEE Transactions on Industrial Informatics · 2011 · 98 citations · Full text

Engineering, Computer Engineering, Computer Science +15

1–5 of 103

Authors

408

SS
Shuvra S. Bhattacharyya
University of Maryland, College Park, United States
6 publications · 145 citations
6
h-index
FP
Francesca Palumbo
University of Cagliari, Italy
5 publications · 86 citations
5
h-index
LR
Luigi Raffo
University of Cagliari, Italy
5 publications · 86 citations
5
h-index
CS
Carlo Sau
University of Cagliari, Italy
3 publications · 43 citations
3
h-index
ME
Michael Eisenring
École Polytechnique Fédérale de Lausanne, Switzerland
3 publications · 50 citations
3
h-index

1–5 of 408

Institutions

139

1–8 of 139

Venues

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
3 publications · 101 citations
3
h-index
ACM Transactions on Embedded Computing Systems
TECS · 2 publications · 33 citations
2
h-index
Proceedings - ACM IEEE Design Automation Conference
2 publications · 119 citations
2
h-index
HAL (Le Centre pour la Communication Scientifique Directe)
Repository · 2 publications · 21 citations
2
h-index
Future Generation Computer Systems
FGCS · 1 publications · 13 citations
1
h-index

1–5