A Reconfigurable Optical Interconnect System for DSAG. - Lei Li 005; Zheng Cao 003; Mingyu Chen 001; Jianping Fan 002 (PDCAT, 2005)

HPP Switch: A Novel High Performance Switch for HPC. - Dawei Wang; Zheng Cao 003; Xinchun Liu; Ninghui Sun (Hot Interconnects, 2008)

Design and Evaluation of Optical Bus in High Performance Computer. - Lei Li 005; Zheng Cao 003; Mingyu Chen 001; Jianping Fan 002 (ICYCS, 2008)

HPPNetSim: a parallel simulation of large-scale interconnection networks. - Zheng Cao 003; Jianwei Xu; Mingyu Chen 001; Gui Zheng; Huiwei Lv; Ninghui Sun (SpringSim, 2009)

SimK: A Large-Scale Parallel Simulation Engine. - Jianwei Xu; Mingyu Chen 001; Gui Zheng; Zheng Cao 003; Huiwei Lv; Ninghui Sun (J. Comput. Sci. Technol., 2009)

Adding an Expressway to Accelerate the Neighborhood Communication. - Kai Wang; Fei Chen; Zheng Cao 003; Xuejun An; Ninghui Sun (HPCC, 2010)

HPP Controller: A System Controller Dedicated for Message Passing. - Kai Wang; Fei Chen; Zheng Cao 003; Xuejun An; Ninghui Sun (PDCAT, 2010)

HPP controller: a system controller for high performance computing. - Fei Chen; Zheng Cao 003; Kai Wang; Xuejun An; Ninghui Sun (Frontiers Comput. Sci. China, 2010)

Design of HPC Node with Heterogeneous Processors. - Zheng Cao 003; Hongwei Tang; Qiang Li 045; Bo Li 009; Fei Chen; Kai Wang; Xuejun An; Ninghui Sun (CLUSTER, 2011)

Design of Hardware-Based Communication Performance Measurement Tool. - Zhan Wang 003; Zheng Cao 003; Xiaoli Liu 002; Yong Su; Feilong Liu; Xuejun An (CLUSTER, 2012)

Accelerating Allreduce Operation: A Switch-Based Solution. - Nongda Hu; Dawei Wang; Zheng Cao 003; Xuejun An; Ninghui Sun (ICCCN, 2013)

cHPP controller: A High Performance Hyper-node Hardware Accelerator. - Yong Su; Feilong Liu; Zheng Cao 003; Zhan Wang 003; Xiaoli Liu 002; Xuejun An; Ninghui Sun (PDCAT, 2013)

Accelerating synchronization communications for high-density blade enclosure. - Zheng Cao 003; Fei Chen; Xuejun An; Qiang Li 045 (Conf. Computing Frontiers, 2014)

Experimental demonstration of dynamic flexible bandwidth optical data center network with all-to-all interconnectivity. - Zheng Cao 003; Roberto Proietti; Matthew Clements; S. J. Ben Yoo (ECOC, 2014)

Demonstration of scalable, flat, and high-throughput data center architecture based on arrayed waveguide grating routers. - Zheng Cao 003; Roberto Proietti; Matthew Clements; S. J. Ben Yoo (ECOC, 2014)

A novel SDN enabled hybrid optical packet/circuit switched data centre network: The LIGHTNESS approach. - Shuping Peng 001; Dimitra Simeonidou; George Zervas; Reza Nejabati; Yan Yan 019; Yi Shu; Salvatore Spadaro; Jordi Perelló; Fernando Agraz; Davide Careglio; Harm J. S. Dorren; Wang Miao; et al. (EuCNC, 2014)

Building a large-scale direct network with low-radix routers. - Yong Su; Zheng Cao 003; Zhiguo Fan; Zhan Wang 003; Xiaoli Liu 002; Xiaobing Liu; Li Qiang; Xuejun An; Ninghui Sun (ICPADS, 2014)

HiNetSim: A Parallel Simulator for Large-Scale Hierarchical Direct Networks. - Zhiguo Fan; Zheng Cao 003; Yong Su; Xiaoli Liu 002; Zhan Wang 003; Xiaobing Liu; Dawei Zang; Xuejun An (NPC, 2014)

Scalable and distributed optical interconnect architecture based on AWGR for HPC and data centers. - Roberto Proietti; Zheng Cao 003; Yuliang Li; S. J. Ben Yoo (OFC, 2014)

An Intra-Server Interconnect Fabric for Heterogeneous Computing. - Zheng Cao 003; Xiao-Li Liu 002; Qiang Li 045; Xiaobing Liu; Zhan Wang 003; Xuejun An (J. Comput. Sci. Technol., 2014)

Decentralized NIC-Switching Architecture Using SR-IOV PCI Express Network Device. - Dawei Zang; Zheng Cao 003; Zhan Wang 003; Xiaoli Liu 002; Lin Wang 015; Ninghui Sun (IEEE Micro, 2014)

PROP: Using PCIe-Based RDMA to Accelerate Rack-Scale Communications in Data Centers. - Dawei Zang; Zheng Cao 003; Xiaoli Liu 002; Lin Wang 015; Zhan Wang 003; Ninghui Sun (ICPADS, 2015)

Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited]. - Zheng Cao 003; Roberto Proietti; S. J. Ben Yoo (JOCN, 2015)

Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks. - Zhen Xie; Zheng Cao 003; Zhan Wang 003; Dawei Zang; En Shao; Ninghui Sun (ICPADS, 2016)

Experimental demonstration of heterogeneous cross stratum broker for scientific applications. - Alberto Castro; Alba P. Vela; Lluis Gifre; Roberto Proietti; Cen Chen 005; Jie Yin; Xiaoliang Chen; Zheng Cao 003; Zuqing Zhu; Vaibhawa Mishra; Luis Velasco 001; S. J. Ben Yoo (OFC, 2016)

Fast and Hitless Topology Management of AWGR-Based Optical Networking for Data Centers. - Jialiang Guo; Shaolong Zhang; Roberto Proietti; Zheng Cao 003; Guojun Yuan; S. J. Ben Yoo (ECOC, 2017)

Regional Congestion Control in Datacenter Networks. - Fan Yang 096; Zhan Wang 003; Xiaoli Liu 002; Zheng Cao 003; Guojun Yuan; Xuejun An (ICPADS, 2017)

Regional Congestion Mitigation in Lossless Datacenter Networks. - Xiaoli Liu 002; Fan Yang 096; Yanan Jin; Zhan Wang 003; Zheng Cao 003; Ninghui Sun (NPC, 2017)

HyperFatTree: A Large-Scale Tree-Based Network with Low-Radix Switches. - Yong Su; Zhan Wang 003; Zhiguo Fan; Zheng Cao 003; Xiaoli Liu 002; En Shao; Xuejun An; Ninghui Sun (Int. J. Parallel Program., 2017)

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. - Wanling Gao; Chunjie Luo; Lei Wang 004; Xingwang Xiong; Jianan Chen 003; Tianshu Hao; Zihan Jiang; Fanda Fan; Mengjia Du; Yunyou Huang; Fan Zhang 047; Xu Wen; et al. (Bench, 2018)

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. - Wanling Gao; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Daoyi Zheng; Rui Ren; Chen Zheng 001; Gang Lu; Jingwei Li; Zheng Cao 003; Shujie Zhang; Haoning Tang (CoRR, 2018)

Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. - Rui Ren; Jinheng Li; Lei Wang 004; Jianfeng Zhan; Zheng Cao 003 (CoRR, 2018)

Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster. - Rui Ren; Jinheng Li; Lei Wang 004; Yan Yin; Zheng Cao 003 (Bench, 2019)

HPCC: high precision congestion control. - Yuliang Li; Rui Miao 001; Hongqiang Harry Liu; Yan Zhuang; Fei Feng; Lingbo Tang; Zheng Cao 003; Ming Zhang 005; Frank Kelly; Mohammad Alizadeh; Minlan Yu (SIGCOMM, 2019)

Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. - Chen Li 015; Jun Yang 002; Yifan Sun 002; Lingling Jin; Lingjie Xu; Zheng Cao 003; Pengfei Fan; David R. Kaeli; Sheng Ma; Yang Guo 003 (IEEE Comput. Archit. Lett., 2019)

AIBench: An Industry Standard Internet Service AI Benchmark Suite. - Wanling Gao; Fei Tang; Lei Wang 004; Jianfeng Zhan; Chunxin Lan; Chunjie Luo; Yunyou Huang; Chen Zheng 001; Jiahui Dai; Zheng Cao 003; Daoyi Zheng; Haoning Tang; et al. (CoRR, 2019)

DWT: Decoupled Workload Tracing for Data Centers. - Jian Chen; Ying Zhang; Xiaowei Jiang; Li Zhao; Zheng Cao 003; Qiang Liu (HPCA, 2020)

EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform. - Jianbo Dong; Zheng Cao 003; Tao Zhang; Jianxi Ye; Shaochuang Wang; Fei Feng; Li Zhao; Xiaoyong Liu; Liuyihan Song; Liwei Peng; Yiqun Guo; Xiaowei Jiang; et al. (HPCA, 2020)

Dissecting the Communication Latency in Distributed Deep Sparse Learning. - Heng Pan; Zhenyu Li 001; Jianbo Dong; Zheng Cao 003; Tao Lan; Di Zhang; Gareth Tyson; Gaogang Xie (Internet Measurement Conference, 2020)

CETUS: Towards Proportional Capacity Provisioning and Cost-Effectiveness in Frontend Servers. - Xiaoyu Zhang; Ying Zhang; Xiaowei Jiang; Jian Chen; Xin Long; Zheng Cao 003; Qiang Liu (ISPASS, 2020)

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. - Wanling Gao; Fei Tang; Jianfeng Zhan; Chuanxin Lan; Chunjie Luo; Lei Wang 004; Jiahui Dai; Zheng Cao 003; Xiongwang Xiong; Zihan Jiang; Tianshu Hao; Fanda Fan; et al. (CoRR, 2020)

AIBench: An Industry Standard AI Benchmark Suite from Internet Services. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Jiahui Dai; Zheng Cao 003; Xingwang Xiong; Zihan Jiang; Tianshu Hao; et al. (CoRR, 2020)

AIBench: Scenario-distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Zihan Jiang (CoRR, 2020)

AIBench Scenario: Scenario-Distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Xiaoli Liu 002; Zihan Jiang (PACT, 2021)

AIBench Training: Balanced Industry-Standard AI Training Benchmarking. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Zheng Cao 003; Xingwang Xiong; Zihan Jiang; Tianshu Hao; Fanda Fan; et al. (ISPASS, 2021)

Reducing BERT Computation by Padding Removal and Curriculum Learning. - Wei Zhang 127; Wei Wei 021; Wen Wang 001; Lingling Jin; Zheng Cao 003 (ISPASS, 2021)

When Cloud Storage Meets RDMA. - Yixiao Gao; Qiang Li 045; Lingbo Tang; Yongqing Xi; Pengcheng Zhang; Wenwen Peng; Bo Li 061; Yaohui Wu; Shaozong Liu; Lei Yan; Fei Feng; Yan Zhuang; et al. (NSDI, 2021)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Weihua Chen; Xianzhe Xu; Fan Wang 019; Zheng Cao 003; Zhicheng Zhang; Qiyu Zhang; et al. (CoRR, 2021)

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. - Bowen Qin; Lihan Wang; Binyuan Hui; Ruiying Geng; Zheng Cao 003; Min Yang 007; Jian Sun 021; Yongbin Li (CoRR, 2021)

ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library. - Jianbo Dong; Shaochuang Wang; Fei Feng; Zheng Cao 003; Heng Pan; Lingbo Tang; Pengcheng Li; Hao Li; Qianyuan Ran; Yiqun Guo; Shanyuan Gao; Xin Long; et al. (IEEE Micro, 2021)

A New Optoelectronic Hybrid Network Based on Scheduling Optimization of Optical Links. - En Shao; Guangming Tan; Zhan Wang 003; Guojun Yuan; Zheng Cao 003; Ninghui Sun (IEEE Trans. Computers, 2021)

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. - Wanwei He; Yinpei Dai; Yinhe Zheng; Yuchuan Wu; Zheng Cao 003; Dermot Liu; Peng Jiang; Min Yang 007; Fei Huang 002; Luo Si; Jian Sun 021; Yongbin Li (AAAI, 2022)

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. - Wanwei He; Yinpei Dai; Binyuan Hui; Min Yang 007; Zheng Cao 003; Jianbo Dong; Fei Huang 002; Luo Si; Yongbin Li (COLING, 2022)

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. - Zefeng Cai; Xiangyu Li; Binyuan Hui; Min Yang 007; Bowen Li 002; Binhua Li; Zheng Cao 003; Weijie Li; Fei Huang 002; Luo Si; Yongbin Li (EMNLP (Findings), 2022)

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. - Yinpei Dai; Wanwei He; Bowen Li 002; Yuchuan Wu; Zheng Cao 003; Zhongqi An; Jian Sun 021; Yongbin Li (EMNLP, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; He Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (EMNLP, 2022)

Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training. - Heng Pan; Penglai Cui; Zhenyu Li 001; Ru Jia; Penghao Zhang; Leilei Zhang; Ye Yang; Jiahao Wu; Jianbo Dong; Zheng Cao 003; Qiang Li 045; Hongqiang Harry Liu; et al. (CoRR, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; Hehong Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (CoRR, 2022)

Lamda: The Last Mile of the Datacenter Network Does matter. - Qiang Li 045; Qiao Xiang; Derui Liu; Yuxin Wang; Haonan Qiu; Gexiao Tian; Xiaoliang Wang 001; Lulu Chen; Ridi Wen; Jianbo Dong; Yuanyuan Gong; Yixiao Gao; et al. (CoRR, 2022)

Fisc: A Large-scale Cloud-native-oriented File System. - Qiang Li 045; Lulu Chen; Xiaoliang Wang 001; Shuo Huang; Qiao Xiang; Yuanyuan Dong; Wenhui Yao; Minfei Huang; Puyuan Yang; Shanyang Liu; Zhaosheng Zhu; Huayong Wang; et al. (FAST, 2023)

More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba. - Qiang Li 045; Qiao Xiang; Yuxin Wang; Haohao Song; Ridi Wen; Wenhui Yao; Yuanyuan Dong; Shuqi Zhao; Shuo Huang; Zhaosheng Zhu; Huayong Wang; Shanyang Liu; et al. (FAST, 2023)

Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs. - Qiang Li 045; Yixiao Gao; Xiaoliang Wang 001; Haonan Qiu; Yanfang Le; Derui Liu; Qiao Xiang; Fei Feng; Peng Zhang; Bo Li 061; Jianbo Dong; Lingbo Tang; et al. (OSDI, 2023)

Kspeed: Beating I/O Bottlenecks of Data Provisioning for RDMA Training Clusters. - Jianbo Dong; Hao Qi; Tianjing Xu; Xiaoli Liu 002; Chen Wei; Rongyao Wang; Xiaoyi Lu; Zheng Cao 003; Binzhang Fu (ICNP, 2024)