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2020 – today
- 2024
[j4]Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Liam Perreault, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman:
Planter: Rapid Prototyping of In-Network Machine Learning Inference. Comput. Commun. Rev. 54(1): 2-21 (2024)- [j3]Changgang Zheng
, Xinpeng Hong, Damu Ding, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman:
In-Network Machine Learning Using Programmable Network Devices: A Survey. IEEE Commun. Surv. Tutorials 26(2): 1171-1200 (2024) - [c4]Xinpeng Hong, Changgang Zheng, Noa Zilberman:
In-Network Machine Learning for Real-Time Transaction Fraud Detection. ECAI 2024: 2902-2909 - [c3]Xinpeng Hong, Changgang Zheng, Stefan Zohren, Noa Zilberman:
Accelerating Machine Learning for Trading Using Programmable Switches. ECAI 2024: 3429-3436 - 2023
- [j2]Changgang Zheng, Haoyue Tang, Mingyuan Zang, Xinpeng Hong, Aosong Feng, Leandros Tassiulas, Noa Zilberman:
DINC: Toward Distributed In-Network Computing. PACMNET 1(CoNEXT3): 14:1-14:25 (2023) - [c2]Xinpeng Hong, Changgang Zheng, Stefan Zohren, Noa Zilberman:
LOBIN: In-Network Machine Learning for Limit Order Books. HPSR 2023: 159-166 - 2022
- [c1]Xinpeng Hong, Changgang Zheng, Stefan Zohren, Noa Zilberman:
Linnet: limit order books within switches. SIGCOMM Posters and Demos 2022: 37-39 - [i1]Changgang Zheng, Mingyuan Zang, Xinpeng Hong, Riyad Bensoussane, Shay Vargaftik, Yaniv Ben-Itzhak, Noa Zilberman:
Automating In-Network Machine Learning. CoRR abs/2205.08824 (2022) - 2021
- [j1]Ying Zhang, Xinpeng Hong, Zhongsheng Chen, Zebo Peng, Jianhui Jiang:
A Deterministic-Path Routing Algorithm for Tolerating Many Faults on Very-Large-Scale Network-on-Chip. ACM Trans. Design Autom. Electr. Syst. 26(1): 8:1-8:26 (2021)
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