Enzian: an open, general, CPU/FPGA platform for systems software research D Cock, A Ramdas, D Schwyn, M Giardino, A Turowski, Z He, N Hossle, ...
Proceedings of the 27th ACM International Conference on Architectural …, 2022
73 2022 Fleetrec: Large-scale recommendation inference on hybrid gpu-fpga clusters W Jiang*, Z He*, S Zhang, K Zeng, L Feng, J Zhang, T Liu, Y Li, J Zhou, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
48 2021 MicroRec: efficient recommendation inference by hardware and data structure solutions W Jiang, Z He, S Zhang, TB Preußer, K Zeng, L Feng, J Zhang, T Liu, Y Li, ...
Proceedings of Machine Learning and Systems 3, 845-859, 2021
41 2021 Shuhai: A tool for benchmarking high bandwidth memory on FPGAs H Huang, Z Wang, J Zhang, Z He, C Wu, J Xiao, G Alonso
IEEE Transactions on Computers 71 (5), 1133-1144, 2021
39 2021 EasyNet: 100 Gbps network for HLS Z He, D Korolija, G Alonso
2021 31st International Conference on Field-Programmable Logic and …, 2021
36 2021 Distributed recommendation inference on fpga clusters Y Zhu, Z He, W Jiang, K Zeng, J Zhou, G Alonso
2021 31st International Conference on Field-Programmable Logic and …, 2021
24 2021 ACCL: FPGA-Accelerated Collectives Over 100 Gbps TCP-IP Z He, D Parravicini, L Petrica, K O’Brien, G Alonso, M Blott
2021 IEEE/ACM International Workshop on Heterogeneous High-performance …, 2021
20 2021 Co-design hardware and algorithm for vector search W Jiang, S Li, Y Zhu, J de Fine Licht, Z He, R Shi, C Renggli, S Zhang, ...
Proceedings of the International Conference for High Performance Computing …, 2023
18 2023 A flexible k-means operator for hybrid databases Z He, D Sidler, Z István, G Alonso
2018 28th International Conference on Field Programmable Logic and …, 2018
17 2018 Bis-km: Enabling any-precision k-means on fpgas Z He, Z Wang, G Alonso
Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020
16 2020 Specializing the network for scatter-gather workloads C Alvarez, Z He, G Alonso, A Singla
Proceedings of the 11th ACM Symposium on Cloud Computing, 267-280, 2020
9 2020 Staleness-Reduction Mini-Batch X Zhu, J Sun, Z He, J Jiang, Z Wang
IEEE Transactions on Neural Networks and Learning Systems, 2023
7 2023 Microrec: accelerating deep recommendation systems to microseconds by hardware and data structure solutions W Jiang, Z He, S Zhang, TB Preußer, K Zeng, L Feng, J Zhang, T Liu, Y Li, ...
arXiv preprint arXiv:2010.05894, 2020
6 2020 ACCL+: an FPGA-Based Collective Engine for Distributed Applications Z He, D Korolija, Y Zhu, B Ramhorst, T Laan, L Petrica, M Blott, G Alonso
18th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2024
3 2024 Scalable network stack supporting tcp/ip, rocev2, udp/ip at 10-100gbit/s D Sidler, M Chiosa, Z He, M Ruiz, K Karras, L Liu
3 2020 
Gustavo AlonsoProfessor of Computer Science, ETH Zürich, SwitzerlandAdresse e-mail validée de inf.ethz.ch