Field Programmable Gate Arrays (FPGAs) have become highly attractive as accelerators due to their low power consumption and re-programmability. However, a key limitation is the time and know-how required to program them. Even with high-level synthesis tools, they still require significant hand-tuned/low-level customizations and design space exploration to gain good performance. The need to program FPGAs using the dataflow programming model, much less well known and practised by the high-performance computing (HPC) community, is a major barrier for adoption for HPC. The underlying motivation of this work is to bridge this gap - attaining near-optimal performance vs the ease of programming. To this end, we target the important class of applic...
For decades, the computational performance of processors has grown at a faster rate than the availab...
This dissertation describes a methodology for the generation of a custom memory interface and associ...
With reconfigurable fabrics delivering increasing performance over the years, Field-Programmable Gat...
This paper presents a workflow for synthesizing near-optimal FPGA implementations of structured-mesh...
We explore the design and development of structured-mesh based solvers on current Intel FPGA hardwar...
Three dimensional graphics processing requires many complex algebraic and matrix based operations to...
Hardware acceleration is the use of custom hardware architectures to perform some computations faste...
AbstractReconfigurable computing devices can increase the performance of compute intensive algorithm...
Reconfigurable computing devices can increase the performance of compute intensive algorithms by imp...
The work contained in this portfolio thesis was carried out as part of an Engineering Doctorate (Eng...
Stencil computations are array based algorithms that apply a computation to all array elements in a ...
This thesis introduces a new technique, and its associated tool SOAP, to automatically perform sourc...
Conventional methods for computing 3D projects are nowadays usually implemented on standard or graph...
Conventionally, to speed up scientific or engineering (S&E) computation programs on general-purpose ...
Tree-based models are a class of numerical methods widely used in financial option pricing, which ha...
For decades, the computational performance of processors has grown at a faster rate than the availab...
This dissertation describes a methodology for the generation of a custom memory interface and associ...
With reconfigurable fabrics delivering increasing performance over the years, Field-Programmable Gat...
This paper presents a workflow for synthesizing near-optimal FPGA implementations of structured-mesh...
We explore the design and development of structured-mesh based solvers on current Intel FPGA hardwar...
Three dimensional graphics processing requires many complex algebraic and matrix based operations to...
Hardware acceleration is the use of custom hardware architectures to perform some computations faste...
AbstractReconfigurable computing devices can increase the performance of compute intensive algorithm...
Reconfigurable computing devices can increase the performance of compute intensive algorithms by imp...
The work contained in this portfolio thesis was carried out as part of an Engineering Doctorate (Eng...
Stencil computations are array based algorithms that apply a computation to all array elements in a ...
This thesis introduces a new technique, and its associated tool SOAP, to automatically perform sourc...
Conventional methods for computing 3D projects are nowadays usually implemented on standard or graph...
Conventionally, to speed up scientific or engineering (S&E) computation programs on general-purpose ...
Tree-based models are a class of numerical methods widely used in financial option pricing, which ha...
For decades, the computational performance of processors has grown at a faster rate than the availab...
This dissertation describes a methodology for the generation of a custom memory interface and associ...
With reconfigurable fabrics delivering increasing performance over the years, Field-Programmable Gat...