2 citations · 5 across the 6 of their papers we have counts for
4 papers · 1 filter
SCENIC: Stream Computation-Enhanced SmartNIC
Benjamin Ramhorst, Maximilian Jakob Heer, Luhao Liu +4
Although modern, AI-centric datacenters heavily rely on SmartNICs, existing devices impose a hard trade-off. Commercial SmartNICs provide high bandwidth and easy software integrati…
RoCE BALBOA: Service-enhanced Data Center RDMA for SmartNICs
Maximilian Jakob Heer, Benjamin Ramhorst, Yu Zhu +4
Data-intensive applications in data centers, especially machine learning (ML), have made the network a bottleneck, which in turn has motivated the development of more efficient net…
Coyote v2: Raising the Level of Abstraction for Data Center FPGAs
Benjamin Ramhorst, Dario Korolija, Maximilian Jakob Heer +3
In the trend towards hardware specialization, FPGAs play a dual role as accelerators for offloading, e.g., network virtualization, and as a vehicle for prototyping and exploring ha…
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…