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 …

Network function virtualization (NFV) has drawn significant attention from both industry and
academia as an important shift in telecommunication service provisioning. By decoupling …

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

Dynamic and partial reconfiguration are key differentiating capabilities of field
programmable gate arrays (FPGAs). While they have been studied extensively in academic …

Since sequential information plays an important role in modeling user behaviors, various
sequential recommendation methods have been proposed. Methods based on Markov …

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 …

With each new technology generation, the available resources on Field Programmable Gate
Arrays increase, making them more attractive for partial access from multiple users. They get …

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 …

Hardware accelerators implement custom architectures to significantly speed up
computations in a wide range of domains. As performance scaling in server-class CPUs …

Reconfigurable architectures can bring unique capabilities to computational tasks. They
offer the performance and energy efficiency of hardware with the flexibility of software. In …