Designing a Virtual Runtime for FPGA Accelerators in the Cloud
FPGAs can provide high performance and energy efficiency to many applications; therefore, they are attractive computing platforms in a cloud environment. However, FPGA application development requires extensive hardware design knowledge which significantly limits the potential user base. Moreover, in a cloud setting, allocating a whole FPGA to a user is often wasteful and not cost effective due to low device utilization. To make FPGA application development easier, firstly, we propose a methodology that provides clean abstractions with high-level APIs and a simple execution model that supports both software and hardware execution. Secondly, to improve device utilization and share the FPGA among multiple users, we developed a lightweight runtime system that provides hardware-assisted memory virtualization and memory protection, enabling multiple applications to simultaneously execute on the device.
WOS:000386610400091
2016
New York
2
International Conference on Field Programmable and Logic Applications
REVIEWED
Event name | Event place | Event date |
Ecole Polytechnique Federale de Lausanne, Lausanne, SWITZERLAND | AUG 29-SEP 02, 2016 | |