Dataflow Models of computation for programming heterogeneous multicores

J Castrillon, K Desnos, A Goens, C Menard - Handbook of Computer …, 2024 - Springer
The hardware complexity of modern integrated circuits keeps increasing at a steady pace.
Heterogeneous Multi-Processor Systems-on-Chips (MPSoCs) integrate general-purpose …

PRUNE: Dynamic and decidable dataflow for signal processing on heterogeneous platforms

J Boutellier, J Wu, H Huttunen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The majority of contemporary mobile devices and personal computers are based on
heterogeneous computing platforms that consist of a number of CPU cores and one or more …

[PDF][PDF] The DSPCAD Framework for Modeling and Synthesis of Signal Processing Systems.

S Lin, Y Liu, K Lee, L Li, W Plishker, SS Bhattacharyya - 2017 - dspcad.umd.edu
With domain-specific models of computation and widely-used hardware acceleration
techniques, hardware/software codesign has the potential of being as agile as traditional …

Performance analysis of weakly-consistent scenario-aware dataflow graphs

M Geilen, J Falk, C Haubelt, T Basten… - Journal of Signal …, 2017 - Springer
The timed dataflow model of computation is a useful performance analysis tool for electronic
system level design automation and embedded software synthesis. Its determinism gives it …

A survey of main dataflow MoCCs for CPS design and verification

G Roumage, S Azaiez, S Louise - 2022 IEEE 15th International …, 2022 - ieeexplore.ieee.org
The automotive industry has recently emphasized reducing the number of Electronic Control
Units (ECUs) installed in vehicles for economic and ecological reasons. This reduction …

A survey of parametric dataflow models of computation

A Bouakaz, P Fradet, A Girault - ACM Transactions on Design …, 2017 - dl.acm.org
Dataflow models of computation (MoCs) are widely used to design embedded signal
processing and streaming systems. Dozens of dataflow MoCs have been proposed in the …

Parameterized dataflow scenarios

M Skelin, M Geilen, F Catthoor… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A number of modeling approaches combining dataflow and finite-state machines (FSMs)
have been proposed to capture applications that combine streaming data with finite control …

An Extended Survey and a Comparison Framework for Dataflow Models of Computation and Communication

G Roumage, S Azaiez, C Faure, S Louise - arXiv preprint arXiv …, 2025 - arxiv.org
Dataflow Model of Computation and Communications (DF MoCCs) is a formalism used to
specify the behavior of Cyber-Physical Systems (CPSs). DF MoCCs are widely used in the …

Hardware design methodology using lightweight dataflow and its integration with low power techniques

T Fanni, L Li, T Viitanen, C Sau, R Xie… - Journal of Systems …, 2017 - Elsevier
Dataflow models of computation are capable of providing high-level descriptions for
hardware and software components and systems, facilitating efficient processes for system …

Model-based representations for dataflow schedules

SS Bhattacharyya, J Lilius - Principles of Modeling: Essays Dedicated to …, 2018 - Springer
Dataflow is widely used as a model of computation in many application domains, especially
domains within the broad area of signal and information processing. The most common uses …