FPGA in HPC: High Level Synthesys of OpenCL kernels for Molecular Dynamics
SISSA
SISSA, 2018
@article{gorlani2017fpga,
title={FPGA in HPC: High Level Synthesys of OpenCL kernels for Molecular Dynamics},
author={Gorlani, Paolo and others},
year={2017},
publisher={SISSA}
}
The overall goal of this thesis is to evaluate the feasibility of FPGA based computer system in HPC. This works is performed within ExaNeSt, an EU funded project which aims to develop and prototype energy efficient solutions for the production of exascale-level supercomputers. As the matter of fact, the current computer architectures need to be re-thought in order to reach the exascale performance. Scale current technologies will make the power consumption so large, that to run and maintain such systems will be technologically and economically too much demanding. Let’s take for example the system TSUBAME3.0, the #1 in the Green500 list of June 2017, which has an energy efficiency of 14.11 GFLOPS/Watt. If we assume to be able to scale this system without loss of efficiency to reach 1 exaFLOPS, the resulting system will have a power consumption of 70.9 MW, 500 times more than the actual power (142 kW). This makes clear that the power consumption issues demands the study of a new class of HPC systems based on energy efficient solutions.
March 22, 2018 by hgpu
