Xinpeng Hong

In-Network Machine Learning Using Programmable Network Devices: A Survey

Changgang Zheng, Xinpeng Hong, Damu Ding et al. · IEEE Communications Surveys & Tutorials · 2023 · 61 citations

Internet Traffic Analysis, Engineering, Machine Learning +14

Automating In-Network Machine Learning

Changgang Zheng, Mingyuan Zang, Xinpeng Hong et al. · arXiv (Cornell University) · 2022 · 36 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Planter: Rapid Prototyping of In-Network Machine Learning Inference

Changgang Zheng, Mingyuan Zang, Xinpeng Hong et al. · ACM SIGCOMM Computer Communication Review · 2024 · 28 citations

Engineering, Machine Learning, Data Science +12

DINC: Toward Distributed In-Network Computing

Changgang Zheng, Haoyue Tang, Mingyuan Zang et al. · Proceedings of the ACM on Networking · 2023 · 21 citations

In-network Computing, Cluster Computing, Engineering +15

A Deterministic-Path Routing Algorithm for Tolerating Many Faults on Very-Large-Scale Network-on-Chip

Ying Zhang, Xinpeng Hong, Zhongsheng Chen et al. · ACM Transactions on Design Automation of Electronic Systems · 2020 · 12 citations