Riptide: A programmable, energy-minimal dataflow compiler and architecture

G Gobieski, S Ghosh, M Heule, T Mowry… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Emerging sensing applications create an unprecedented need for energy efficiency in
programmable processors. To achieve useful multi-year deployments on a small battery or …

Energy efficient design of coarse-grained reconfigurable architectures: Insights, trends and challenges

E Aliagha, D Göhringer - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Coarse-Grained Reconfigurable Architectures (CGRAs) are promising solutions to achieve
more performance with the end of Moore's law. Thanks to word-level programmability, they …

Lisa: Graph neural network based portable map** on spatial accelerators

Z Li, D Wu, D Wijerathne, T Mitra - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Spatial accelerators, such as Coarse-Grained Reconfigurable Arrays (CGRA), provide a
promising pathway to scale the performance and power efficiency of computing systems …

Aurora: Automated refinement of coarse-grained reconfigurable accelerators

C Tan, C **e, A Li, KJ Barker… - 2021 Design, Automation …, 2021 - ieeexplore.ieee.org
Coarse-grained reconfigurable arrays (CGRAs), loosely defined as arrays of functional units
interconnected through a network-on-chip (NoC), provide higher flexibility than domain …

Opencgra: Democratizing coarse-grained reconfigurable arrays

C Tan, NB Agostini, J Zhang, M Minutoli… - 2021 IEEE 32nd …, 2021 - ieeexplore.ieee.org
Reconfigurable architectures are today experiencing a renewed interest for their ability to
provide specialization without sacrificing the capability to adapt to disparate workloads …

Tram: An open-source template-based reconfigurable architecture modeling framework

Y Qiu, Y Cao, Y Dai, W Yin… - 2022 32nd International …, 2022 - ieeexplore.ieee.org
Coarse-grained reconfigurable architecture (CGRA) is a promising accelerator design
choice due to its high performance and power efficiency in the computation or data-intensive …

AHA: An agile approach to the design of coarse-grained reconfigurable accelerators and compilers

K Koul, J Melchert, K Sreedhar, L Truong… - ACM Transactions on …, 2023 - dl.acm.org
With the slowing of Moore's law, computer architects have turned to domain-specific
hardware specialization to continue improving the performance and efficiency of computing …

Taskstream: Accelerating task-parallel workloads by recovering program structure

V Dadu, T Nowatzki - Proceedings of the 27th ACM International …, 2022 - dl.acm.org
Reconfigurable accelerators, like CGRAs and dataflow architectures, have come to
prominence for addressing data-processing problems. However, they are largely limited to …

Unified buffer: Compiling image processing and machine learning applications to push-memory accelerators

Q Liu, J Setter, D Huff, M Strange, K Feng… - ACM Transactions on …, 2023 - dl.acm.org
Image processing and machine learning applications benefit tremendously from hardware
acceleration. Existing compilers target either FPGAs, which sacrifice power and performance …

DRIPS: Dynamic rebalancing of pipelined streaming applications on CGRAs

C Tan, NB Agostini, T Geng, C **e, J Li… - … Symposium on High …, 2022 - ieeexplore.ieee.org
Coarse-grained reconfigurable arrays (CGRAs) provide higher flexibility than application-
specific integrated circuits (ASICs) and higher efficiency than fine-grained reconfigurable …