6 citations · 11 across the 9 of their papers we have counts for
3 papers · 1 filter
Scheduling of Graph Queries: Controlling Intra- and Inter-query Parallelism for a High System Throughput
Matthias Hauck, Ismail Oukid, Holger Fröning
The vast amounts of data used in social, business or traffic networks, biology and other natural sciences are often managed in graph-based data sets, consisting of a few thousand u…
Joint Program and Layout Transformations to enable Convolutional Operators on Specialized Hardware based on Constraint Programming
Dennis Rieber, Axel Acosta, Holger Fröning
The success of Deep Artificial Neural Networks (DNNs) in many domains created a rich body of research concerned with hardware accelerators for compute-intensive DNN operators. Howe…
Demystifying Memory Access Patterns of FPGA-Based Graph Processing Accelerators
Jonas Dann, Daniel Ritter, Holger Fröning
Recent advances in reprogrammable hardware (e.g., FPGAs) and memory technology (e.g., DDR4, HBM) promise to solve performance problems inherent to graph processing like irregular m…