CPU’s performance is not enough to fit today’s needs, such as cloud computing, biomedical research, digital signal processing, and weather forecasting. All of these require a very high level of computation performance and it cannot be provided with CPU alone. The two common ways to speed it up are using GPU and FPGA as accelerators. The top supercomputer, such as Titan-Cray XK7 has employed GPUs as important parts of the system, which help the system achieve not only high performance but also high power efficiency. And in digital signal processing area, FPGA shows its superiority. So how would GPU and FPGA help high performance computation as an accelerator? Which of them will help high performance computation faster? And what’re the differ...
With processor clock speeds having stagnated, parallel computing architectures have achieved a break...
In recent years, the field of high-performance computing has been facing a new challenge: achieving ...
Over the past few years, we have seen an exponential performance boost of the graphics processing un...
In the past decade, FPGAs and GPUs have become increasingly common as hardware accelerators when dea...
Low-power, high-performance computing nowadays relies on accelerator cards to speed up the calculati...
High-performance computing is one of the most demanding technologies in today\u27s computational wor...
As CPU clock frequencies plateau and the doubling of CPU cores per processor ex-acerbate the memory ...
The demand for computing performance is ever increasing. However, more computing performance often r...
Nowadays, processors alone cannot deliver what computation hungry image processing applications dema...
In recent years, the world of high performance computing has been developing rapidly. The goal of t...
Floating-point computing with more than one TFLOP of peak performance is already a reality in recent...
Graphic processors are becoming faster and faster. Computational power within graphic processing uni...
This contribution presents the performance modeling of a super desktop with GPU and FPGA accelerator...
Previous research has shown that the performance of any computation is directly related to the archi...
The graphics processing unit (GPU) has become an integral part oftoday's mainstream computing system...
With processor clock speeds having stagnated, parallel computing architectures have achieved a break...
In recent years, the field of high-performance computing has been facing a new challenge: achieving ...
Over the past few years, we have seen an exponential performance boost of the graphics processing un...
In the past decade, FPGAs and GPUs have become increasingly common as hardware accelerators when dea...
Low-power, high-performance computing nowadays relies on accelerator cards to speed up the calculati...
High-performance computing is one of the most demanding technologies in today\u27s computational wor...
As CPU clock frequencies plateau and the doubling of CPU cores per processor ex-acerbate the memory ...
The demand for computing performance is ever increasing. However, more computing performance often r...
Nowadays, processors alone cannot deliver what computation hungry image processing applications dema...
In recent years, the world of high performance computing has been developing rapidly. The goal of t...
Floating-point computing with more than one TFLOP of peak performance is already a reality in recent...
Graphic processors are becoming faster and faster. Computational power within graphic processing uni...
This contribution presents the performance modeling of a super desktop with GPU and FPGA accelerator...
Previous research has shown that the performance of any computation is directly related to the archi...
The graphics processing unit (GPU) has become an integral part oftoday's mainstream computing system...
With processor clock speeds having stagnated, parallel computing architectures have achieved a break...
In recent years, the field of high-performance computing has been facing a new challenge: achieving ...
Over the past few years, we have seen an exponential performance boost of the graphics processing un...