In this article, we survey existing academic and commercial efforts to provide Field-
Programmable Gate Array (FPGA) acceleration in datacenters and the cloud. The goal is a …

As general-purpose processors have hit the power wall and chip fabrication cost escalates
alarmingly, coarse-grained reconfigurable architectures (CGRAs) are attracting increasing …

The rapid adoption of heterogeneous computing has driven the integration of Field
Programmable Gate Arrays (FPGAs) into cloud datacenters and flexible System-on-Chips …

Hybrid computing systems, consisting of a CPU server coupled with a Field-Programmable
Gate Array (FPGA) for application acceleration, are today a common facility in datacenters …

Cloud providers such as Amazon and Microsoft have begun to support on-demand FPGA
acceleration in the cloud, and hardware vendors will support FPGAs in future processors. At …

FPGA has been an emerging computing infrastructure in datacenters benefiting from
features of fine-grained parallelism, energy efficiency, and reconfigurability. Meanwhile …

Deep Neural Network (DNN) models have been extensively developed by companies for a
wide range of applications. The development of a customized DNN model with great …

Field-Programmable Gate Arrays (FPGAs) have been integrated into the cloud infrastructure
to enhance its computing performance by supporting on-demand acceleration. However …

With rising network rates, cloud vendors increasingly deploy FPGA-based SmartNICs (F-
NICs), leveraging their inline processing capabilities to offload hypervisor networking …

FPGA accelerators are being applied in various types of systems ranging from embedded
systems to cloud computing for their high performance and energy efficiency. Given the …