Benjamin Ramhorst

According to our database, Benjamin Ramhorst authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SCENIC: Stream Computation-Enhanced SmartNIC.

Benjamin Ramhorst, Maximilian Jakob Heer, Luhao Liu, Heejae Kim, Jonas Dann, Jin-Soo Kim, Gustavo Alonso

CoRR, April, 2026

RoPeerTo: A Datacenter-Scale Architecture for Peer-To-Peer DMA between GPUs and FPGAs.

Marco Venere, Giuseppe Sorrentino, Benjamin Ramhorst, Maximilian Jakob Heer, Lucian Petrica, Dario Korolija, Marco D. Santambrogio, Davide Conficconi, Gustavo Alonso, Kenneth O'Brien

Proceedings of the 21st European Conference on Computer Systems, 2026

2025

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware.

Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier M. Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers, Maurizio Pierini, Giuseppe Di Guglielmo, Jennifer Ngadiuba, Javier Campos, Benjamin Hawks, Abhijith Gandrakota, Farah Fahim, Nhan Tran, George A. Constantinides, Zhiqiang Que, Wayne Luk, Alexander D. Tapper, Duc Hoang, Noah Paladino, Philip C. Harris, Bo-Cheng Lai, Manuel Blanco Valentin, Ryan F. Forelli, Seda Ogrenci, Lino Gerlach, Rian Flynn, Mia Liu, Daniel Diaz, Elham E Khoda, Melissa Quinnan, Russell Solares, Santosh Parajuli, Mark S. Neubauer, Christian Herwig, Ho Fung Tsoi, Dylan S. Rankin, Shih-Chieh Hsu, Scott Hauck

CoRR, December, 2025

Artifact for Coyote v2: Raising the Level of Abstraction for Data Center FPGAs (SOSP'25).

Benjamin Ramhorst, Dario Korolija, Maximilian Jakob Heer, Jonas Dann, Luhao Liu, Gustavo Alonso

Dataset, September, 2025

RoCE BALBOA: Service-enhanced Data Center RDMA for SmartNICs.

Maximilian Jakob Heer, Benjamin Ramhorst, Yu Zhu, Luhao Liu, Zhiyi Hu, Jonas Dann, Gustavo Alonso

CoRR, July, 2025

Coyote v2: Raising the Level of Abstraction for Data Center FPGAs.

Benjamin Ramhorst, Dario Korolija, Maximilian Jakob Heer, Jonas Dann, Luhao Liu, Gustavo Alonso

Proceedings of the ACM SIGOPS 31st Symposium on Operating Systems Principles, 2025

Easing the path to deployment in ML4Sys through FPGAs.

Maximilian Jakob Heer, Benjamin Ramhorst, Gustavo Alonso

Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems, 2025

Machine Learning-based Deep Packet Inspection at Line Rate for RDMA on FPGAs.

Maximilian Jakob Heer, Benjamin Ramhorst, Gustavo Alonso

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

2024

ACCL+: an FPGA-Based Collective Engine for Distributed Applications.

Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

2023

FPGA Resource-aware Structured Pruning for Real-Time Neural Networks.

Benjamin Ramhorst, Vladimir Loncar, George A. Constantinides

Proceedings of the International Conference on Field Programmable Technology, 2023