Coarse-grained reconfigurable architectures for radio baseband processing: A survey

Z Hassan, A Ometov, ES Lohan, J Nurmi - Journal of Systems Architecture, 2024 - Elsevier
Emerging communication technologies, such as 5G and beyond, have introduced diverse
requirements that demand high performance and energy efficiency at all levels …

Mapzero: Mapping for coarse-grained reconfigurable architectures with reinforcement learning and monte-carlo tree search

X Kong, Y Huang, J Zhu, X Man, Y Liu, C Feng… - Proceedings of the 50th …, 2023 - dl.acm.org
Coarse-grained reconfigurable architecture (CGRA) has become a promising candidate for
data-intensive computing due to its flexibility and high energy efficiency. CGRA compilers …

ML-CGRA: an integrated compilation framework to enable efficient machine learning acceleration on CGRAs

Y Luo, C Tan, NB Agostini, A Li… - 2023 60th ACM/IEEE …, 2023 - ieeexplore.ieee.org
Coarse-Grained Reconfigurable Arrays (CGRAs) can achieve higher energy-efficiency than
general-purpose processors and accelerators or fine-grained reconfigurable devices, while …

Pipestitch: An energy-minimal dataflow architecture with lightweight threads

N Serafin, S Ghosh, H Desai, N Beckmann… - Proceedings of the 56th …, 2023 - dl.acm.org
Computing at the extreme edge allows systems with high-resolution sensors to be pushed
well outside the reach of traditional communication and power delivery, requiring high …

CLUMAP: Clustered mapper for CGRAs with predication

O Ragheb, JH Anderson - Proceedings of the 61st ACM/IEEE Design …, 2024 - dl.acm.org
Coarse-grained reconfigurable architectures (CGRAs) have gained popularity as
accelerators for compute-intensive kernels. Complex CGRA architectures that support key …

CGRA-ME 2.0: A research framework for next-generation CGRA architectures and CAD

O Ragheb, S Wicklund, M Walker… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Coarse-grained reconfigurable arrays (CGRAs) belong to the family of configurable
processing architectures that have recently attracted increasing interest for their adaptability …

FHE-CGRA: Enable efficient acceleration of fully homomorphic encryption on CGRAs

M Jiang, Y Zhu, H You, C Tan, Z Li, J Xu… - Proceedings of the 61st …, 2024 - dl.acm.org
Fully Homomorphic Encryption (FHE) is an attractive privacy-preserving technique that
allows computation directly on encrypted data without decryption. However, it incurs …

Vecpac: A vectorizable and precision-aware cgra

C Tan, D Patil, A Tumeo, G Weisz… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Coarse-grained reconfigurable arrays (CGRAs) are a promising solution to accelerate
applications from several domains, thanks to their balance between the performance …

Rewriting History: Repurposing Domain-Specific CGRAs

J Woodruff, T Koehler, A Brauckmann… - arXiv preprint arXiv …, 2023 - arxiv.org
Coarse-grained reconfigurable arrays (CGRAs) are domain-specific devices promising both
the flexibility of FPGAs and the performance of ASICs. However, with restricted domains …

The TYR Dataflow Architecture: Improving Locality by Taming Parallelism

N Agarwal, M Fream, S Ghosh… - 2024 57th IEEE/ACM …, 2024 - ieeexplore.ieee.org
Architectures should aim to maximize parallelism within a machine's finite memories, but
prior designs tend to extremes, either maximizing parallelism or minimizing state. In …