Due to recent advances in digital technologies, and availability of credible data, an area of
artificial intelligence, deep learning, has emerged and has demonstrated its ability and …

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

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 …

Cloud providers widely deploy FPGAs as application-specific accelerators for customer use.
These providers seek to multiplex their FPGAs among customers via virtualization, thereby …

Dirk Koch · Frank Hannig Daniel Ziener Editors Page 1 Dirk Koch · Frank Hannig Daniel Ziener
Editors FPGAs for Software Programmers Page 2 FPGAs for Software Programmers Page 3 …

FPGAs offer attractive power and performance for many applications, especially relative to
traditional sequential architectures. In spite of these advantages, FPGAs have been …

Data transfers impose a major bottleneck in heterogenous system architectures. As a
mitigation strategy, compute resources can be introduced in places where data occurs …

The use of FPGAs as compute accelerators has been demonstrated by numerous
researchers as an effective solution to meet the performance requirement across many …

The use of domain-specific accelerators is becoming prominent for a variety of emerging
domains such as graph analytics and HPC, where most of the computations revolve around …

FPGAs allow custom memory hierarchy and flexible data movement with highly fine-grained
control. These capabilities are critical for building high performance and energy efficient …