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Chaoliang Zeng

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2020 – today

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2024
[j4]
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Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath. IEEE/ACM Trans. Netw. 32(1): 627-642 (2024)
[j3]
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Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen:
Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. 32(3): 1888-1903 (2024)
[j2]
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Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen:
Load Balancing With Multi-Level Signals for Lossless Datacenter Networks. IEEE/ACM Trans. Netw. 32(3): 2736-2748 (2024)
[j1]
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Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
FlowSail: Fine-Grained and Practical Flow Control for Datacenter Networks. IEEE/ACM Trans. Netw. 32(5): 3916-3928 (2024)
[c17]
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  - conf/eurosys/LiaoTZW024
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Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys 2024: 99-114
[c16]
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Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen:
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast. HPCA 2024: 908-921
[c15]
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  - conf/nsdi/ZengLCTW0024
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Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen:
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI 2024
[c14]
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  - conf/uss/RenF00ZHH024
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Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen:
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium 2024
[i3]
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  - journals/corr/abs-2403-01798
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Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Towards Fair and Efficient Learning-based Congestion Control. CoRR abs/2403.01798 (2024)
2023
[c13]
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  - conf/apnet/WangWZ023
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Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen:
Accurate and Scalable Rate Limiter for RDMA NICs. APNet 2023: 15-20
[c12]
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  - conf/apnet/LiZH023
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Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
Scaling Switch-driven Flow Control with Aquarius. APNet 2023: 81-87
[c11]
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  - conf/icnp/HuZW0GXHC23
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Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen:
Enabling Load Balancing for Lossless Datacenters. ICNP 2023: 1-11
[c10]
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Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen:
Towards Fine-Grained and Practical Flow Control for Datacenter Networks. ICNP 2023: 1-11
[c9]
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Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo:
SRNIC: A Scalable Architecture for RDMA NICs. NSDI 2023: 1-14
[i2]
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  - journals/corr/abs-2307-14074
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Wenxue Li, Junyi Zhang, Gaoxiong Zeng, Yufei Liu, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen:
Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks. CoRR abs/2307.14074 (2023)
2022
[c8]
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  - conf/apnet/HuZWX0C22
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Jinbin Hu, Chaoliang Zeng, Zilong Wang, Hong Xu, Jiawei Huang, Kai Chen:
Load Balancing in PFC-Enabled Datacenter Networks. APNet 2022: 21-28
[c7]
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  - conf/apnet/ZengCTWC22
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Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen:
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet 2022: 50-56
[c6]
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  - conf/conext/TianLZZC22
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Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen:
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT 2022: 261-275
[c5]
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Chaoliang Zeng, Layong Luo, Teng Zhang, Zilong Wang, Luyang Li, Wenchen Han, Nan Chen, Lebing Wan, Lichao Liu, Zhipeng Ding, Xiongfei Geng, Tao Feng, Feng Ning, Kai Chen, Chuanxiong Guo:
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing. NSDI 2022: 1345-1358
[c4]
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  - conf/osdi/ZengLNHJTW0G22
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Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo:
FAERY: An FPGA-accelerated Embedding-based Retrieval System. OSDI 2022: 841-856
[c3]
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  - conf/sigcomm/ZhangZ0HC22
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Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: towards high-performance adaptive neural networks for kernel datapath. SIGCOMM 2022: 414-427
[c2]
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  - conf/sp/TianZRCZ0022
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Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang:
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP 2022: 2487-2501
2021
[i1]
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  - journals/corr/abs-2110-01556
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Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen:
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR abs/2110.01556 (2021)

2010 – 2019

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2019
[c1]
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  - conf/icpads/MengZTLL019
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Jiaying Meng, Chaoliang Zeng, Haisheng Tan, Zining Li, Bojie Li, Xiang-Yang Li:
Joint Heterogeneous Server Placement and Application Configuration in Edge Computing. ICPADS 2019: 488-497

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