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2020 – today
- 2024
[c43]Jianbo Dong, Hao Qi, Tianjing Xu, Xiaoli Liu, Chen Wei, Rongyao Wang, Xiaoyi Lu, Zheng Cao, Binzhang Fu:
Kspeed: Beating I/O Bottlenecks of Data Provisioning for RDMA Training Clusters. ICNP 2024: 1-12- 2023
- [c42]Qiang Li, Lulu Chen, Xiaoliang Wang, Shuo Huang, Qiao Xiang, Yuanyuan Dong, Wenhui Yao, Minfei Huang, Puyuan Yang, Shanyang Liu, Zhaosheng Zhu, Huayong Wang, Haonan Qiu, Derui Liu, Shaozong Liu, Yujie Zhou, Yaohui Wu, Zhiwu Wu, Shang Gao, Chao Han, Zicheng Luo, Yuchao Shao, Gexiao Tian, Zhongjie Wu, Zheng Cao, Jinbo Wu, Jiwu Shu, Jie Wu, Jiesheng Wu:
Fisc: A Large-scale Cloud-native-oriented File System. FAST 2023: 231-246 - [c41]Qiang Li, Qiao Xiang, Yuxin Wang, Haohao Song, Ridi Wen, Wenhui Yao, Yuanyuan Dong, Shuqi Zhao, Shuo Huang, Zhaosheng Zhu, Huayong Wang, Shanyang Liu, Lulu Chen, Zhiwu Wu, Haonan Qiu, Derui Liu, Gexiao Tian, Chao Han, Shaozong Liu, Yaohui Wu, Zicheng Luo, Yuchao Shao, Junping Wu, Zheng Cao, Zhongjie Wu, Jiaji Zhu, Jinbo Wu, Jiwu Shu, Jiesheng Wu:
More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba. FAST 2023: 331-346 - [c40]Qiang Li, Yixiao Gao, Xiaoliang Wang, Haonan Qiu, Yanfang Le, Derui Liu, Qiao Xiang, Fei Feng, Peng Zhang, Bo Li, Jianbo Dong, Lingbo Tang, Hongqiang Harry Liu, Shaozong Liu, Weijie Li, Rui Miao, Yaohui Wu, Zhiwu Wu, Chao Han, Lei Yan, Zheng Cao, Zhongjie Wu, Chen Tian, Guihai Chen, Dennis Cai, Jinbo Wu, Jiaji Zhu, Jiesheng Wu, Jiwu Shu:
Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs. OSDI 2023: 931-948 - 2022
- [c39]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI 2022: 10749-10757 - [c38]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. COLING 2022: 553-569 - [c37]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. EMNLP (Findings) 2022: 1235-1247 - [c36]Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li:
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. EMNLP 2022: 4097-4111 - [c35]Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. EMNLP 2022: 7241-7259 - [i15]Heng Pan, Penglai Cui, Zhenyu Li, Ru Jia, Penghao Zhang, Leilei Zhang, Ye Yang, Jiahao Wu, Jianbo Dong, Zheng Cao, Qiang Li, Hongqiang Harry Liu, Laurent Mathy, Gaogang Xie:
Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training. CoRR abs/2205.05243 (2022) - [i14]Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. CoRR abs/2205.12005 (2022) - [i13]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. CoRR abs/2209.06638 (2022) - [i12]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. CoRR abs/2210.11888 (2022) - [i11]Qiang Li, Qiao Xiang, Derui Liu, Yuxin Wang, Haonan Qiu, Gexiao Tian, Xiaoliang Wang, Lulu Chen, Ridi Wen, Jianbo Dong, Yuanyuan Gong, Yixiao Gao, Haohao Song, Zhiwu Wu, Shaozong Liu, Zicheng Luo, Yuchao Shao, Yaohui Wu, Chao Han, Chen Tian, Zhongjie Wu, Zheng Cao, Jinbo Wu, Jiwu Shu, Jiesheng Wu:
Lamda: The Last Mile of the Datacenter Network Does matter. CoRR abs/2211.05975 (2022) - [i10]Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li:
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. CoRR abs/2211.11617 (2022) - 2021
- [j9]Jianbo Dong, Shaochuang Wang, Fei Feng, Zheng Cao, Heng Pan, Lingbo Tang, Pengcheng Li, Hao Li, Qianyuan Ran, Yiqun Guo, Shanyuan Gao, Xin Long, Jie Zhang, Yong Li, Zhisheng Xia, Liuyihan Song, Yingya Zhang, Pan Pan, Guohui Wang, Xiaowei Jiang:
ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library. IEEE Micro 41(5): 85-92 (2021) - [j8]En Shao, Guangming Tan, Zhan Wang, Guojun Yuan, Zheng Cao, Ninghui Sun:
A New Optoelectronic Hybrid Network Based on Scheduling Optimization of Optical Links. IEEE Trans. Computers 70(6): 863-876 (2021) - [c34]Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Xiaoli Liu, Zihan Jiang:
AIBench Scenario: Scenario-Distilling AI Benchmarking. PACT 2021: 142-158 - [c33]Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Jiahui Dai, Hainan Ye:
AIBench Training: Balanced Industry-Standard AI Training Benchmarking. ISPASS 2021: 24-35 - [c32]Wei Zhang, Wei Wei, Wen Wang, Lingling Jin, Zheng Cao:
Reducing BERT Computation by Padding Removal and Curriculum Learning. ISPASS 2021: 90-92 - [c31]Yixiao Gao, Qiang Li, Lingbo Tang, Yongqing Xi, Pengcheng Zhang, Wenwen Peng, Bo Li, Yaohui Wu, Shaozong Liu, Lei Yan, Fei Feng, Yan Zhuang, Fan Liu, Pan Liu, Xingkui Liu, Zhongjie Wu, Junping Wu, Zheng Cao, Chen Tian, Jinbo Wu, Jiaji Zhu, Haiyong Wang, Dennis Cai, Jiesheng Wu:
When Cloud Storage Meets RDMA. NSDI 2021: 519-533 - [i9]Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin:
Achieving Human Parity on Visual Question Answering. CoRR abs/2111.08896 (2021) - [i8]Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li:
SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. CoRR abs/2111.09486 (2021) - [i7]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR abs/2111.14592 (2021) - 2020
- [c30]Jianbo Dong, Zheng Cao, Tao Zhang, Jianxi Ye, Shaochuang Wang, Fei Feng, Li Zhao, Xiaoyong Liu, Liuyihan Song, Liwei Peng, Yiqun Guo, Xiaowei Jiang, Lingbo Tang, Yin Du, Yingya Zhang, Pan Pan, Yuan Xie:
EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform. HPCA 2020: 610-622 - [c29]Jian Chen, Ying Zhang, Xiaowei Jiang, Li Zhao, Zheng Cao, Qiang Liu:
DWT: Decoupled Workload Tracing for Data Centers. HPCA 2020: 677-688 - [c28]Heng Pan, Zhenyu Li, Jianbo Dong, Zheng Cao, Tao Lan, Di Zhang, Gareth Tyson, Gaogang Xie:
Dissecting the Communication Latency in Distributed Deep Sparse Learning. Internet Measurement Conference 2020: 528-534 - [c27]Xiaoyu Zhang, Ying Zhang, Xiaowei Jiang, Jian Chen, Xin Long, Zheng Cao, Qiang Liu:
CETUS: Towards Proportional Capacity Provisioning and Cost-Effectiveness in Frontend Servers. ISPASS 2020: 241-252 - [i6]Wanling Gao, Fei Tang, Jianfeng Zhan, Chuanxin Lan, Chunjie Luo, Lei Wang, Jiahui Dai, Zheng Cao, Xiongwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Xu Wen, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. CoRR abs/2002.07162 (2020) - [i5]Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Industry Standard AI Benchmark Suite from Internet Services. CoRR abs/2004.14690 (2020) - [i4]Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang:
AIBench: Scenario-distilling AI Benchmarking. CoRR abs/2005.03459 (2020)
2010 – 2019
- 2019
- [j7]Chen Li, Jun Yang, Yifan Sun, Lingling Jin, Lingjie Xu, Zheng Cao, Pengfei Fan, David R. Kaeli, Sheng Ma, Yang Guo:
Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. IEEE Comput. Archit. Lett. 18(2): 157-160 (2019) - [c26]Rui Ren, Jinheng Li, Lei Wang, Yan Yin, Zheng Cao:
Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster. Bench 2019: 278-291 - [c25]Yuliang Li, Rui Miao, Hongqiang Harry Liu, Yan Zhuang, Fei Feng, Lingbo Tang, Zheng Cao, Ming Zhang, Frank Kelly, Mohammad Alizadeh, Minlan Yu:
HPCC: high precision congestion control. SIGCOMM 2019: 44-58 - [i3]Wanling Gao, Fei Tang, Lei Wang, Jianfeng Zhan, Chunxin Lan, Chunjie Luo, Yunyou Huang, Chen Zheng, Jiahui Dai, Zheng Cao, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Tong Wu, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye:
AIBench: An Industry Standard Internet Service AI Benchmark Suite. CoRR abs/1908.08998 (2019) - 2018
- [c24]Wanling Gao, Chunjie Luo, Lei Wang, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan:
AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench 2018: 3-9 - [i2]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang:
BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. CoRR abs/1802.08254 (2018) - [i1]Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao:
Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. CoRR abs/1811.06901 (2018) - 2017
- [j6]Yong Su, Zhan Wang, Zhiguo Fan, Zheng Cao, Xiaoli Liu, En Shao, Xuejun An, Ninghui Sun:
HyperFatTree: A Large-Scale Tree-Based Network with Low-Radix Switches. Int. J. Parallel Program. 45(1): 172-184 (2017) - [c23]Jialiang Guo, Shaolong Zhang, Roberto Proietti, Zheng Cao, Guojun Yuan, S. J. Ben Yoo:
Fast and Hitless Topology Management of AWGR-Based Optical Networking for Data Centers. ECOC 2017: 1-3 - [c22]Fan Yang, Zhan Wang, Xiaoli Liu, Zheng Cao, Guojun Yuan, Xuejun An:
Regional Congestion Control in Datacenter Networks. ICPADS 2017: 702-709 - [c21]Xiaoli Liu, Fan Yang, Yanan Jin, Zhan Wang, Zheng Cao, Ninghui Sun:
Regional Congestion Mitigation in Lossless Datacenter Networks. NPC 2017: 62-74 - 2016
- [c20]Zhen Xie, Zheng Cao, Zhan Wang, Dawei Zang, En Shao, Ninghui Sun:
Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks. ICPADS 2016: 224-231 - [c19]Alberto Castro, Alba P. Vela, Lluis Gifre, Roberto Proietti, Cen Chen, Jie Yin, Xiaoliang Chen, Zheng Cao, Zuqing Zhu, Vaibhawa Mishra, Luis Velasco, S. J. Ben Yoo:
Experimental demonstration of heterogeneous cross stratum broker for scientific applications. OFC 2016: 1-3 - 2015
- [j5]Zheng Cao, Roberto Proietti, S. J. Ben Yoo:
Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited]. JOCN 7(1): A97-A105 (2015) - [c18]Dawei Zang, Zheng Cao, Xiaoli Liu, Lin Wang, Zhan Wang, Ninghui Sun:
PROP: Using PCIe-Based RDMA to Accelerate Rack-Scale Communications in Data Centers. ICPADS 2015: 465-472 - 2014
- [j4]Zheng Cao, Xiao-Li Liu, Qiang Li, Xiaobing Liu, Zhan Wang, Xuejun An:
An Intra-Server Interconnect Fabric for Heterogeneous Computing. J. Comput. Sci. Technol. 29(6): 976-988 (2014) - [j3]Dawei Zang, Zheng Cao, Zhan Wang, Xiaoli Liu, Lin Wang, Ninghui Sun:
Decentralized NIC-Switching Architecture Using SR-IOV PCI Express Network Device. IEEE Micro 34(5): 42-50 (2014) - [c17]Zheng Cao, Fei Chen, Xuejun An, Qiang Li:
Accelerating synchronization communications for high-density blade enclosure. Conf. Computing Frontiers 2014: 14:1-14:8 - [c16]Zheng Cao, Roberto Proietti, Matthew Clements, S. J. Ben Yoo:
Experimental demonstration of dynamic flexible bandwidth optical data center network with all-to-all interconnectivity. ECOC 2014: 1-3 - [c15]Zheng Cao, Roberto Proietti, Matthew Clements, S. J. Ben Yoo:
Demonstration of scalable, flat, and high-throughput data center architecture based on arrayed waveguide grating routers. ECOC 2014: 1-3 - [c14]Shuping Peng, Dimitra Simeonidou, George Zervas, Reza Nejabati, Yan Yan, Yi Shu, Salvatore Spadaro, Jordi Perelló, Fernando Agraz, Davide Careglio, Harm J. S. Dorren, Wang Miao, Nicola Calabretta, Giacomo Bernini, Nicola Ciulli, José Carlos Sancho, Steluta Iordache, Yolanda Becerra, Montse Farreras, Matteo Biancani, Alessandro Predieri, Roberto Proietti, Zheng Cao, Lei Liu, S. J. Ben Yoo:
A novel SDN enabled hybrid optical packet/circuit switched data centre network: The LIGHTNESS approach. EuCNC 2014: 1-5 - [c13]Yong Su, Zheng Cao, Zhiguo Fan, Zhan Wang, Xiaoli Liu, Xiaobing Liu, Li Qiang, Xuejun An, Ninghui Sun:
Building a large-scale direct network with low-radix routers. ICPADS 2014: 368-375 - [c12]Zhiguo Fan, Zheng Cao, Yong Su, Xiaoli Liu, Zhan Wang, Xiaobing Liu, Dawei Zang, Xuejun An:
HiNetSim: A Parallel Simulator for Large-Scale Hierarchical Direct Networks. NPC 2014: 120-131 - [c11]Roberto Proietti, Zheng Cao, Yuliang Li, S. J. Ben Yoo:
Scalable and distributed optical interconnect architecture based on AWGR for HPC and data centers. OFC 2014: 1-3 - 2013
- [c10]Nongda Hu, Dawei Wang, Zheng Cao, Xuejun An, Ninghui Sun:
Accelerating Allreduce Operation: A Switch-Based Solution. ICCCN 2013: 1-8 - [c9]Yong Su, Feilong Liu, Zheng Cao, Zhan Wang, Xiaoli Liu, Xuejun An, Ninghui Sun:
cHPP controller: A High Performance Hyper-node Hardware Accelerator. PDCAT 2013: 117-123 - 2012
- [c8]Zhan Wang, Zheng Cao, Xiaoli Liu, Yong Su, Feilong Liu, Xuejun An:
Design of Hardware-Based Communication Performance Measurement Tool. CLUSTER 2012: 580-583 - 2011
- [c7]Zheng Cao, Hongwei Tang, Qiang Li, Bo Li, Fei Chen, Kai Wang, Xuejun An, Ninghui Sun:
Design of HPC Node with Heterogeneous Processors. CLUSTER 2011: 130-138 - 2010
- [j2]Fei Chen, Zheng Cao, Kai Wang, Xuejun An, Ninghui Sun:
HPP controller: a system controller for high performance computing. Frontiers Comput. Sci. China 4(4): 456-465 (2010) - [c6]Kai Wang, Fei Chen, Zheng Cao, Xuejun An, Ninghui Sun:
Adding an Expressway to Accelerate the Neighborhood Communication. HPCC 2010: 43-48 - [c5]Kai Wang, Fei Chen, Zheng Cao, Xuejun An, Ninghui Sun:
HPP Controller: A System Controller Dedicated for Message Passing. PDCAT 2010: 261-266
2000 – 2009
- 2009
- [j1]Jianwei Xu, Mingyu Chen, Gui Zheng, Zheng Cao, Huiwei Lv, Ninghui Sun:
SimK: A Large-Scale Parallel Simulation Engine. J. Comput. Sci. Technol. 24(6): 1048-1060 (2009) - [c4]Zheng Cao, Jianwei Xu, Mingyu Chen, Gui Zheng, Huiwei Lv, Ninghui Sun:
HPPNetSim: a parallel simulation of large-scale interconnection networks. SpringSim 2009 - 2008
- [c3]Dawei Wang, Zheng Cao, Xinchun Liu, Ninghui Sun:
HPP Switch: A Novel High Performance Switch for HPC. Hot Interconnects 2008: 145-153 - [c2]Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan:
Design and Evaluation of Optical Bus in High Performance Computer. ICYCS 2008: 1326-1330 - 2005
- [c1]Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan:
A Reconfigurable Optical Interconnect System for DSAG. PDCAT 2005: 31-34
Coauthor Index
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