| 2026 | AAAI | TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding. | Kuiye Ding, Fanda Fan, Chunyi Hou, Zheya Wang, Lei Wang, Zhengxin Yang, Jianfeng Zhan |
| 2024 | COCOON | IterLara: A Concise General-Purpose Algebraic Model. | Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan |
| 2023 | ICS | CMLCompiler: A Unified Compiler for Classical Machine Learning. | Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan |
| 2022 | ICDE | OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. | Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan |
| 2021 | CCGRID | AI-oriented Workload Allocation for Cloud-Edge Computing. | Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen |
| 2021 | CLUSTER | HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. | Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan |
| 2021 | IJCNN | Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. | Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao |
| 2021 | ISPASS | AIBench Training: Balanced Industry-Standard AI Training Benchmarking. | 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 |
| 2018 | CGO | CVR: efficient vectorization of SpMV on x86 processors. | Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang |
| 2018 | ICANN | Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. | Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang |
| 2018 | ICDCS | AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs. | Rui Han, Zan Zong, Lydia Y. Chen, Siyi Wang, Jianfeng Zhan |
| 2018 | ISPA | Cymbalo: An Efficient Graph Processing Framework for Machine Learning. | Xinhui Tian, Biwei Xie, Jianfeng Zhan |
| 2017 | RTSS | Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning. | Rui Han, Fan Zhang, Lydia Y. Chen, Jianfeng Zhan |
| 2016 | HPCC | Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R). | Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang |
| 2016 | HPCC | Characterizing OS Behaviors of Datacenter and Big Data Workloads. | Chen Zheng, Jianfeng Zhan, Zhen Jia, Lixin Zhang |
| 2016 | ICPP | AccuracyTrader: Accuracy-Aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. | Rui Han, Siguang Huang, Fei Tang, Fu-Gui Chang, Jianfeng Zhan |
| 2016 | ISPASS | Characterization and architectural implications of big data workloads. | Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia |
| 2015 | ICDCS | Interference-Aware Component Scheduling for Reducing Tail Latency in Cloud Interactive Services. | Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan, Jos Luis Vzquez-Poletti |
| 2015 | ICPP | PCS: Predictive Component-Level Scheduling for Reducing Tail Latency in Cloud Online Services. | Rui Han, Junwei Wang, Siguang Huang, Chenrong Shao, Shulin Zhan, Jianfeng Zhan, Jos Luis Vzquez-Poletti |
| 2014 | CLUSTER | Digging deeper into cluster system logs for failure prediction and root cause diagnosis. | Xiaoyu Fu, Rui Ren, Sally A. McKee, Jianfeng Zhan, Ninghui Sun |
| 2014 | DASFAA | BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. | Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, Lei Wang |
| 2014 | HPCA | BigDataBench: A big data benchmark suite from internet services. | Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu |
| 2013 | COMPSAC | A Relationship-Based VM Placement Framework of Cloud Environment. | Xiaodong Zhang, Ying Zhang, Xing Chen, Kai Liu, Gang Huang, Jianfeng Zhan |
| 2012 | SRDS | LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems. | Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu |
| 2011 | PDCAT | A Runtime Fault Detection Method for HPC Cluster. | Linping Wu, Hongbing Luo, Jianfeng Zhan, Dan Meng |
| 2010 | NPC | Online Event Correlations Analysis in System Logs of Large-Scale Cluster Systems. | Wei Zhou, Jianfeng Zhan, Dan Meng, Zhihong Zhang |
| 2010 | PDPTA | A Case Study for SOA System Rejuvenation. | Guanhua Tian, Jianfeng Zhan, Chao Ren, Dan Meng |
| 2009 | DSN | Precise request tracing and performance debugging for multi-tier services of black boxes. | Zhihong Zhang, Jianfeng Zhan, Yong Li, Lei Wang, Dan Meng, Bo Sang |
| 2009 | PDP | Accurate Analytical Models for Message Passing on Multi-core Clusters. | Bibo Tu, Jianping Fan, Jianfeng Zhan, Xiaofang Zhao |
| 2009 | SC | In cloud, do MTC or HTC service providers benefit from the economies of scale? | Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang, Lin Yuan |
| 2008 | CLUSTER | Multi-core aware optimization for MPI collectives. | Bibo Tu, Ming Zou, Jianfeng Zhan, Xiaofang Zhao, Jianping Fan |
| 2008 | ISPA | Design Techniques for the Scalability of Cluster Management Software on Dawning Supercomputers. | Bibo Tu, Ming Zou, Jianfeng Zhan, Jianping Fan |
| 2008 | PDCAT | A Dynamic Provisioning Framework for Multi-tier Internet Applications in Virtualized Data Center. | Yi Jin, Xu Liu, Jianfeng Zhan, Shuang Gao |
| 2008 | PDCAT | A Fast-Start, Fault-Tolerant MPI Launcher on Dawning Supercomputers. | Xu Liu, Bibo Tu, Jianfeng Zhan, Dan Meng |
| 2007 | CLUSTER | A layered design methodology of cluster system stack. | Jianfeng Zhan, Lei Wang, Bibo Tu, Zhihong Zhang, Yu Wen, Yuansheng Chen, Wei Zhou, Dan Meng, Ninghui Sun |
| 2007 | PDCAT | Grid Unit: A Self-Managing Building Block for Grid System. | Jianfeng Zhan, Lei Wang, Ming Zou, Hui Wang, Shuang Gao, Yulei Ding |
| 2007 | SC | The design methodology of Phoenix cluster system software stack. | Jianfeng Zhan, Lei Wang, Bibo Tu, Hui Wang, Zhihong Zhang, Yi Jin, Yu Wen, Yuansheng Chen, Peng Wang, Bizhu Qiu, Dan Meng, Ninghui Sun |
| 2006 | CCGRID | A Failure-Aware Scheduling Strategy in Large-Scale Cluster System. | Linping Wu, Dan Meng, Jianfeng Zhan, Lei Wang, Bibo Tu |
| 2006 | CCGRID | PhoenixG: A Unified Management Framework for Industrial Information Grid. | Jianfeng Zhan, Gengpu Liu, Lei Wang, Bibo Tu, Yi Jin, Yang Li, Yan Hao, Xuehai Hong, Dan Meng, Ninghui Sun |
| 2006 | CLUSTER | An Integrated Adaptive Management System for Cluster-based Web Services. | Ying Jiang, Dan Meng, Chao Ren, Jianfeng Zhan |
| 2006 | PDCAT | Design Patterns of Scalable Cluster System Software. | Bibo Tu, Ming Zou, Jianfeng Zhan, Lei Wang, Jianping Fan |
| 2006 | PDCAT | The Failure-rate Aware Scheduling Policies for Large-scale Cluster Systems. | Linping Wu, Chao Ren, Dan Meng, Jianfeng Zhan, Bibo Tu |
| 2005 | CLUSTER | Adaptive Management of a Utility Computing. | Ying Jiang, Dan Meng, Yi Liang, Danjun Liu, Jianfeng Zhan |
| 2005 | CLUSTER | Fire Phoenix Cluster Operating System Kernel and its Evaluation. | Jianfeng Zhan, Ninghui Sun |