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 …

Field Programmable Gate Arrays (FPGAs) are increasingly deployed in datacenters due to
their inherent flexibility over ASICs or GPUs that makes them an ideal processing unit for …

Federated Learning (FL) has become very popular since it enables clients to train a joint
model collaboratively without sharing their private data. However, FL has been shown to be …

In this article, we present and evaluate a true random number generator (TRNG) design that
is compatible with the restrictions imposed by cloud-based Field Programmable Gate Array …

Ensuring the security and privacy of computation and data management in the cloud and
edge is an ever-important requirement. There are several working solutions today for trusted …

Field-programmable gate arrays (FPGAs) offer the inherent ability to reconfigure at runtime,
making them ideal for applications such as data centers, cloud computing, and edge …

Modern data centers have grown beyond CPU nodes to provide domain-specific
accelerators such as GPUs and FPGAs to their customers. From a security standpoint, cloud …

In this work, a novel FPGA-based data-binding architecture incorporating PUFs and a user-
specific encryption key to protect the confidentiality of data on external non-volatile …

Cloud computing environments increasingly provision field-programmable gate arrays
(FPGAs) for their programmability and hardware-level parallelism. While FPGAs are typically …

With the rise of the big data, processing in the cloud has become more significant. One
method of accelerating applications in the cloud is to use field programmable gate arrays …