Jianbo Dong

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Sparse Learning

Highly Scalable

Recommender Systems

Top Venues

ACM Trans. Comput. Syst.

Publications

Jianbo Dong, Bin Luo, Jun Zhang, Pengcheng Zhang, Fei Feng, Yikai Zhu, Ang Liu, Zian Chen, Yi Shi, Hairong Jiao, Gang Lu, Yu Guan, Ennan Zhai, Wencong Xiao, Hanyu Zhao, Man Yuan, Siran Yang, Xiang Li, Jiamang Wang, Rui Men, Jianwei Zhang, Huang Zhong, Dennis Cai, Yuan Xie, Binzhang Fu
Boosting Large-scale Parallel Training Efficiency with C4: A Communication-Driven Approach. CoRR (2024)
Jiamin Cao, Yu Guan, Kun Qian, Jiaqi Gao, Wencong Xiao, Jianbo Dong, Binzhang Fu, Dennis Cai, Ennan Zhai
Crux: GPU-Efficient Communication Scheduling for Deep Learning Training. SIGCOMM (2024)
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)
Bohan Zhao, Chang Liu, Jianbo Dong, Zheng Cao, Wei Nie, Wenfei Wu
Enabling Switch Memory Management for Distributed Training with In-Network Aggregation. INFOCOM (2023)
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 (2022)
Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. ICDE (2022)
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 (2022)
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 (2022)
Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. CoRR (2022)
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)
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) (2021)
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)
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)
Boyan Zhao, Rui Hou, Jianbo Dong, Michael C. Huang, Sally A. McKee, Qianlong Zhang, Yueji Liu, Ye Li, Lixin Zhang, Dan Meng
Venice: An Effective Resource Sharing Architecture for Data Center Servers. ACM Trans. Comput. Syst. 36 (1) (2019)
Jianbo Dong, Rui Hou, Michael C. Huang, Tao Jiang, Boyan Zhao, Sally A. McKee, Haibin Wang, Xiaosong Cui, Lixin Zhang
Venice: Exploring server architectures for effective resource sharing. HPCA (2016)
Yinhe Han, Jianbo Dong, Kaiheng Weng, Ying Wang, Xiaowei Li
Enhanced Wear-Rate Leveling for PRAM Lifetime Improvement Considering Process Variation. IEEE Trans. Very Large Scale Integr. Syst. 24 (1) (2016)
Liuhang Zhang, Rui Hou, Sally A. McKee, Jianbo Dong, Lixin Zhang
P-Socket: optimizing a communication library for a PCIe-based intra-rack interconnect. Conf. Computing Frontiers (2016)
Tao Jiang, Rui Hou, Jianbo Dong, Lin Chai, Sally A. McKee, Bin Tian, Lixin Zhang, Ninghui Sun
Adapting Memory Hierarchies for Emerging Datacenter Interconnects. J. Comput. Sci. Technol. 30 (1) (2015)
Rui Hou, Tao Jiang, Liuhang Zhang, Pengfei Qi, Jianbo Dong, Haibin Wang, Xiongli Gu, Shujie Zhang
Cost effective data center servers. HPCA (2013)
Jianbo Dong, Lei Zhang, Yinhe Han, Ying Wang, Xiaowei Li
Wear rate leveling: lifetime enhancement of PRAM with endurance variation. DAC (2011)
Jianbo Dong, Lei Zhang, Yinhe Han, Guihai Yan, Xiaowei Li
Performance-asymmetry-aware scheduling for Chip Multiprocessors with static core coupling. J. Syst. Archit. 56 (10) (2010)
Lei Zhang, Yue Yu, Jianbo Dong, Yinhe Han, Shangping Ren, Xiaowei Li
Performance-asymmetry-aware topology virtualization for defect-tolerant NoC-based many-core processors. DATE (2010)
Jianbo Dong, Lei Zhang, Yinhe Han, Guihai Yan, Xiaowei Li
Variation-Aware Scheduling for Chip Multiprocessors with Thread Level Redundancy. PRDC (2009)