High-level synthesis hardware design for fpga-based accelerators: Models, methodologies, and frameworks
Hardware accelerators based on field programmable gate array (FPGA) and system on chip
(SoC) devices have gained attention in recent years. One of the main reasons is that these …
(SoC) devices have gained attention in recent years. One of the main reasons is that these …
CGRA-EAM—rapid energy and area estimation for coarse-grained reconfigurable architectures
M Wijtvliet, H Corporaal, A Kumar - ACM Transactions on Reconfigurable …, 2021 - dl.acm.org
Reconfigurable architectures are quickly gaining in popularity due to their flexibility and
ability to provide high energy efficiency. However, reconfigurable systems allow for a huge …
ability to provide high energy efficiency. However, reconfigurable systems allow for a huge …
Probabilistic Graph Queries for Design Space Exploration Under Uncertainty
M Földiák - Proceedings of the ACM/IEEE 27th International …, 2024 - dl.acm.org
Critical cyber-physical systems have an increasingly significant role in the world, and
ensuring their safety is a high priority objective. State of the art approaches and engineering …
ensuring their safety is a high priority objective. State of the art approaches and engineering …
Automated design space exploration of coarse-grained reconfigurable architecture via Bayesian optimization
H Kuang, S Zheng, L Wang - … on Solid-State & Integrated Circuit …, 2022 - ieeexplore.ieee.org
Due to high energy efficiency, runtime reconfigurability, and low hardware cost, coarse-
grained reconfigurable architecture (CGRA) is promising in many rapid-evolving …
grained reconfigurable architecture (CGRA) is promising in many rapid-evolving …
Automatic hardware accelerators reconfiguration through linearucb algorithms on a risc-v processor
Reconfigurable processors are hardware architectures that allow for the dynamic
configuration of processing resources to optimize performance and power consumption …
configuration of processing resources to optimize performance and power consumption …
[HTML][HTML] Data-driven modeling of reconfigurable multi-accelerator systems under dynamic workloads
Reconfigurable multi-accelerator systems used as computing offloading platforms in edge-
cloud continuum scenarios usually have to deal with highly dynamic workloads and …
cloud continuum scenarios usually have to deal with highly dynamic workloads and …
The Tribes of Machine Learning and the Realm of Computer Architecture
A Akram, J Lowe-Power - arXiv preprint arXiv:2012.04105, 2020 - arxiv.org
Machine learning techniques have influenced the field of computer architecture like many
other fields. This paper studies how the fundamental machine learning techniques can be …
other fields. This paper studies how the fundamental machine learning techniques can be …
Run-time monitoring and ml-based modeling in reconfigurable multi-accelerator systems
Reconfigurable multi-accelerator systems usually have to deal with dynamically changing
operating conditions when working in edge computing scenarios. To fully exploit execution …
operating conditions when working in edge computing scenarios. To fully exploit execution …
Architectural Model
M Wijtvliet, H Corporaal, A Kumar, M Wijtvliet… - Blocks, Towards Energy …, 2022 - Springer
Designing configurations for reconfigurable architectures is not trivial and usually takes
many design iterations. For each design iteration, a designer requires information on the …
many design iterations. For each design iteration, a designer requires information on the …
SoC-based FPGA architecture for image analysis and other highly demanding applications
RS Molina - 2023 - arts.units.it
Nowadays, the development of algorithms focuses on performance-efficient and energy-
efficient computations. Technologies such as field programmable gate array (FPGA) and …
efficient computations. Technologies such as field programmable gate array (FPGA) and …