Coarse-grained reconfigurable architectures for radio baseband processing: A survey
Emerging communication technologies, such as 5G and beyond, have introduced diverse
requirements that demand high performance and energy efficiency at all levels …
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
Coarse-grained reconfigurable architecture (CGRA) has become a promising candidate for
data-intensive computing due to its flexibility and high energy efficiency. CGRA compilers …
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
Coarse-Grained Reconfigurable Arrays (CGRAs) can achieve higher energy-efficiency than
general-purpose processors and accelerators or fine-grained reconfigurable devices, while …
general-purpose processors and accelerators or fine-grained reconfigurable devices, while …
Pipestitch: An energy-minimal dataflow architecture with lightweight threads
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 …
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 …
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 …
processing architectures that have recently attracted increasing interest for their adaptability …
FHE-CGRA: Enable efficient acceleration of fully homomorphic encryption on CGRAs
Fully Homomorphic Encryption (FHE) is an attractive privacy-preserving technique that
allows computation directly on encrypted data without decryption. However, it incurs …
allows computation directly on encrypted data without decryption. However, it incurs …
Vecpac: A vectorizable and precision-aware cgra
Coarse-grained reconfigurable arrays (CGRAs) are a promising solution to accelerate
applications from several domains, thanks to their balance between the performance …
applications from several domains, thanks to their balance between the performance …
Rewriting History: Repurposing Domain-Specific CGRAs
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 flexibility of FPGAs and the performance of ASICs. However, with restricted domains …
The TYR Dataflow Architecture: Improving Locality by Taming Parallelism
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 …
prior designs tend to extremes, either maximizing parallelism or minimizing state. In …