This repository corresponds to FPL'21 paper: Distributed Recommendation Inference on FPGA Clusters. The FPGAs are interconnected using 100 Gbps network switch and each FPGA is equipped with an open-source 100 Gbps TCP/IP network stack (https://github.com/fpgasystems/Vitis_with_100Gbps_TCP-IP). The FPGAs are organized in a deep pipelined fashion to accelerate the DNN computation of the recommender system.
Yu Zhu, Zhenhao He, Wenqi Jiang, and others. 2021. Distributed Recommendation Inference on FPGA Clusters. In 2021 31th International Conference on Field Programmable Logic and Applications (FPL)
Zhenhao He, Dario Korolija, and Gustavo Alonso. 2021. EasyNet: 100 Gbps Network for HLS. In 2021 31th International Conference on Field Programmable Logic and Applications (FPL)