One of the key obstacles in the advancement of large-scale distributed FPGA platforms is the ability of the accelerator to act autonomously from the CPU, whilst maintaining tight coupling to system memory. This work details out efforts in decoupling the networking capabilities of the FPGA from CPU resources using a custom transport layer and network protocol. We highlight the reasons that previous solutions are insufficient for the requirements of HPC, and we show the performance benefits of offloading out transport into the FPGA fabric. our results show promising throughput and latency benefits and show competitive Flops being achievable for network dependent computing in a distributed environment
Modern FPGA (Field Programmable Gate Array) systems have significant data processing capabilities bu...
Networks-on-FPGA consist of a network of switches con-nected with point-to-point links and can cover...
The massive deployment of FPGAs in data centers is opening up new opportunities for accelerating dis...
In recent years, network bandwidth has increased at a rapid pace, moving from 10G, to 40G/100G, to 4...
High-Performance Computing (HPC) necessarily requires computing with a large number of nodes. As co...
A limited network stack is implemented on an FPGA for use in nuclear physics experiments to transfer...
FPGA routing is one of the most time-consuming steps of FPGA compilation, often preventing fast edit...
Thesis (M.S.)--Boston UniversityApplications that require highly parallel computing along with low l...
As FPGAs become larger and more powerful, they are in-creasingly used as accelerator devices for com...
A key infrastructure required to make heterogeneous clusters easier to use is a standard communicati...
Partial reconfiguration supports virtualisation of applications on FPGAs, enabling compute to dynami...
In times of cloud services and IoT, network protocol processing is a big part of the CPU utilization...
High Performance Computing (HPC) has matured to where it is an essential third pillar, along with th...
One of the great advances in computation over the last 20 years is the availability, connectivity, a...
While there have been many reported implementations of Networks-on-Chip (NoCs) on FPGAs, they have n...
Modern FPGA (Field Programmable Gate Array) systems have significant data processing capabilities bu...
Networks-on-FPGA consist of a network of switches con-nected with point-to-point links and can cover...
The massive deployment of FPGAs in data centers is opening up new opportunities for accelerating dis...
In recent years, network bandwidth has increased at a rapid pace, moving from 10G, to 40G/100G, to 4...
High-Performance Computing (HPC) necessarily requires computing with a large number of nodes. As co...
A limited network stack is implemented on an FPGA for use in nuclear physics experiments to transfer...
FPGA routing is one of the most time-consuming steps of FPGA compilation, often preventing fast edit...
Thesis (M.S.)--Boston UniversityApplications that require highly parallel computing along with low l...
As FPGAs become larger and more powerful, they are in-creasingly used as accelerator devices for com...
A key infrastructure required to make heterogeneous clusters easier to use is a standard communicati...
Partial reconfiguration supports virtualisation of applications on FPGAs, enabling compute to dynami...
In times of cloud services and IoT, network protocol processing is a big part of the CPU utilization...
High Performance Computing (HPC) has matured to where it is an essential third pillar, along with th...
One of the great advances in computation over the last 20 years is the availability, connectivity, a...
While there have been many reported implementations of Networks-on-Chip (NoCs) on FPGAs, they have n...
Modern FPGA (Field Programmable Gate Array) systems have significant data processing capabilities bu...
Networks-on-FPGA consist of a network of switches con-nected with point-to-point links and can cover...
The massive deployment of FPGAs in data centers is opening up new opportunities for accelerating dis...