Applied Reconfigurable Computing. Architectures, Tools, and Applications
19th International Symposium, ARC 2023, Cottbus, Germany, September 27–29, 2023, Proceedings
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Georgios Keramidas
Software Engineering/Programming and Operating Systems
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Article
Open AccessA Practical Approach for Employing Tensor Train Decomposition in Edge Devices
Deep Neural Networks (DNN) have made significant advances in various fields including speech recognition and image processing. Typically, modern DNNs are both compute and memory intensive, therefore their depl...
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Chapter and Conference Paper
On the OpenCL Support for Streaming Fixed-Function Accelerators on Embedded SoC FPGAs
OpenCL is used in contemporary FPGA High-level Synthesis (HLS) design tools for the development of the host-side code which controls the data transfer between the processing system and the FPGA design. High pe...
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Book and Conference Proceedings
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Article
A Methodology for Efficient Tile Size Selection for Affine Loop Kernels
Reducing the number of data accesses in memory hierarchy is of paramount importance on modern computer systems. One of the key optimizations addressing this problem is loop tiling, a well-known loop transforma...
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Chapter and Conference Paper
A Design Space Exploration Methodology for Enabling Tensor Train Decomposition in Edge Devices
Deep Neural Networks (DNN) have made significant advances in various fields, including speech recognition and image processing. Typically, modern DNNs are both compute and memory intensive and as a consequence...
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Chapter and Conference Paper
An Analytical Model for Loop Tiling Transformation
Loop tiling is a well-known loop transformation that enhances data locality in memory hierarchy. In this paper, we initially reveal two important inefficiencies of current analytical loop tiling models and we ...
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Chapter and Conference Paper
Robots in Assisted Living Environments as an Unobtrusive, Efficient, Reliable and Modular Solution for Independent Ageing: The RADIO Experience
Demographic and epidemiologic transitions have brought a new health care paradigm where life expectancy is increasing as well as the need for long-term care. To meet the resulting challenge, healthcare systems...
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Chapter and Conference Paper
Erratum to: Applied Reconfigurable Computing
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Article
Revisiting Cache Resizing
We present a novel framework to dynamically reconfigure on-chip memory resources according to the changing behavior of the executing applications. Our framework enables smooth scaling (i.e., resizing) of the o...
