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06/19/2023
Co-design Hardware and Algorithm for Vector Search
Vector search has emerged as the foundation for large-scale information ...
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06/05/2023
Streaming Task Graph Scheduling for Dataflow Architectures
Dataflow devices represent an avenue towards saving the control and data...
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09/19/2022
Temporal Vectorization: A Compiler Approach to Automatic Multi-Pumping
The multi-pumping resource sharing technique can overcome the limitation...
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04/13/2022
Fast Arbitrary Precision Floating Point on FPGA
Numerical codes that require arbitrary precision floating point (APFP) n...
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12/22/2021
Lifting C Semantics for Dataflow Optimization
C is the lingua franca of programming and almost any device can be progr...
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07/01/2021
Productivity, Portability, Performance: Data-Centric Python
Python has become the de facto language for scientific computing. Progra...
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10/28/2020
StencilFlow: Mapping Large Stencil Programs to Distributed Spatial Computing Systems
Spatial computing devices have been shown to significantly accelerate st...
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10/28/2020
Substream-Centric Maximum Matchings on FPGA
Developing high-performance and energy-efficient algorithms for maximum ...
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12/13/2019
Flexible Communication Avoiding Matrix Multiplication on FPGA with High-Level Synthesis
Data movement is the dominating factor affecting performance and energy ...
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10/10/2019
hlslib: Software Engineering for Hardware Design
High-level synthesis (HLS) tools have brought FPGA development into the ...
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09/07/2019
Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware
Distributed memory programming is the established paradigm used in high-...
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07/18/2019
FBLAS: Streaming Linear Algebra on FPGA
Energy efficiency is one of the primary concerns when designing large sc...
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02/27/2019
Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures
The ubiquity of accelerators in high-performance computing has driven pr...
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02/27/2019
Stateful Dataflow Multigraphs: A Data-Centric Model for High-Performance Parallel Programs
With the ubiquity of accelerators, such as FPGAs and GPUs, the complexit...
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02/25/2019
Graph Processing on FPGAs: Taxonomy, Survey, Challenges
Graph processing has become an important part of various areas, such as ...
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05/21/2018