Lei Wang - RankMe

169 papers A* 5A 14B 10C 5Journal 95Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures. CoRR Yikang Yang, Zhengxin Yang, Minghao Luo, Luzhou Peng, Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
2026	J	`jnl`	On Meta-Evaluation. CoRR Hongxiao Li, Chenxi Wang, Fanda Fan, Zihan Wang, Wanling Gao, Lei Wang, Jianfeng Zhan
2026	A*	`conf`	TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding. AAAI Kuiye Ding, Fanda Fan, Chunyi Hou, Zheya Wang, Lei Wang, Zhengxin Yang, Jianfeng Zhan
2025	J	`jnl`	BigVectorBench: Heterogeneous Data Embedding and Compound Queries are Essential in Evaluating Vector Databases. Proc. VLDB Endow. Guoxin Kang, Zhongxin Ge, Jingpei Hu, Xueya Zhang, Lei Wang, Jianfeng Zhan
2025	J	`jnl`	KAIROS: Unified Training for Universal Non-Autoregressive Time Series Forecasting. CoRR Kuiye Ding, Fanda Fan, Zheya Wang, Hongxiao Li, Yifan Wang, Lei Wang, Chunjie Luo, Jianfeng Zhan
2025	A	`conf`	Moko: Marrying Python with Big Data Systems. EuroSys Ke Meng, Tao He, Sijie Shen, Lei Wang, Wenyuan Yu, Jingren Zhou
2025	J	`jnl`	TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding. CoRR Kuiye Ding, Fanda Fan, Chunyi Hou, Zheya Wang, Lei Wang, Zhengxin Yang, Jianfeng Zhan
2024	J	`jnl`	Achieving Consistent and Comparable CPU Evaluation Outcomes. CoRR Chenxi Wang, Lei Wang, Wanling Gao, Yikang Yang, Yutong Zhou, Jianfeng Zhan
2024	J	`jnl`	Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware Devices. CoRR Xu Wen, Wanling Gao, Lei Wang, Jianfeng Zhan
2024	J	`jnl`	Could Bibliometrics Reveal Top Science and Technology Achievements and Researchers? The Case for Evaluatology-based Science and Technology Evaluation. CoRR Guoxin Kang, Wanling Gao, Lei Wang, Chunjie Luo, Hainan Ye, Qian He, Shaopeng Dai, Jianfeng Zhan
2024	J	`jnl`	Evaluatology: The Science and Engineering of Evaluation. CoRR Jianfeng Zhan, Lei Wang, Wanling Gao, Hongxiao Li, Chenxi Wang, Yunyou Huang, Yatao Li, Zhengxin Yang, Guoxin Kang, Chunjie Luo, Hainan Ye, Shaopeng Dai, Zhifei Zhang
2024	—	`conf`	GraphScope Flex: LEGO-like Graph Computing Stack. SIGMOD Conference Companion Tao He, Shuxian Hu, Longbin Lai, Dongze Li, Neng Li, Xue Li, Lexiao Liu, Xiaojian Luo, Bingqing Lyu, Ke Meng, Sijie Shen, Li Su, Lei Wang, Jingbo Xu, Wenyuan Yu, Weibin Zeng, Lei Zhang, Siyuan Zhang, Jingren Zhou, Xiaoli Zhou, Diwen Zhu
2024	—	`conf`	IterLara: A Concise General-Purpose Algebraic Model. COCOON (2) Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
2024	J	`jnl`	XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory Store. Proc. VLDB Endow. Dahai Tang, Jiali Wang, Rong Chen, Lei Wang, Wenyuan Yu, Jingren Zhou, Kenli Li
2023	—	`conf`	A Linear Combination-Based Method to Construct Proxy Benchmarks for Big Data Workloads. Bench Yikang Yang, Lei Wang, Jianfeng Zhan
2023	J	`jnl`	A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads. CoRR Yikang Yang, Lei Wang, Jianfeng Zhan
2023	—	`conf`	Bridging the Gap between Relational OLTP and Graph-based OLAP. USENIX ATC Sijie Shen, Zihang Yao, Lin Shi, Lei Wang, Longbin Lai, Qian Tao, Li Su, Rong Chen, Wenyuan Yu, Haibo Chen, Binyu Zang, Jingren Zhou
2023	A	`conf`	CMLCompiler: A Unified Compiler for Classical Machine Learning. ICS Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
2023	J	`jnl`	CMLCompiler: A Unified Compiler for Classical Machine Learning. CoRR Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
2023	—	`conf`	Cross-Layer Profiling of IoTBench. Bench Fan Zhang, Chenxi Wang, Chunjie Luo, Lei Wang
2023	J	`jnl`	DCNetBench: Scaleable Data Center Network Benchmarking. CoRR Ke Liu, Wanling Gao, Chunjie Luo, Cheng Huang, Chunxin Lan, Zhenxing Zhang, Lei Wang, Xiwen He, Nan Li, Jianfeng Zhan
2023	—	`conf`	Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields. Bench Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan
2023	J	`jnl`	Does AI for science need another ImageNet Or totally different benchmarks? A case study of machine learning force fields. CoRR Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan
2023	—	`conf`	Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction. EMNLP (Findings) Leilei Gan, Baokui Li, Kun Kuang, Yating Zhang, Lei Wang, Anh Tuan Luu, Yi Yang, Fei Wu
2023	J	`jnl`	GraphScope Flex: LEGO-like Graph Computing Stack. CoRR Tao He, Shuxian Hu, Longbin Lai, Dongze Li, Neng Li, Xue Li, Lexiao Liu, Xiaojian Luo, Binqing Lyu, Ke Meng, Sijie Shen, Li Su, Lei Wang, Jingbo Xu, Wenyuan Yu, Weibin Zeng, Lei Zhang, Siyuan Zhang, Jingren Zhou, Xiaoli Zhou, Diwen Zhu
2023	J	`jnl`	IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database. CoRR Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
2023	—	`conf`	Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training. USENIX ATC Jie Sun, Li Su, Zuocheng Shi, Wenting Shen, Zeke Wang, Lei Wang, Jie Zhang, Yong Li, Wenyuan Yu, Jingren Zhou, Fei Wu
2023	J	`jnl`	Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training. CoRR Jie Sun, Li Su, Zuocheng Shi, Wenting Shen, Zeke Wang, Lei Wang, Jie Zhang, Yong Li, Wenyuan Yu, Jingren Zhou, Fei Wu
2023	J	`jnl`	NHtapDB: Native HTAP Databases. CoRR Guoxin Kang, Lei Wang, Simin Chen, Jianfeng Zhan
2023	J	`jnl`	Quantifying Resource Contention of Co-located Workloads with the System-level Entropy. ACM Trans. Archit. Code Optim. Yi Liang, Shaokang Zeng, Lei Wang
2023	J	`jnl`	Vineyard: Optimizing Data Sharing in Data-Intensive Analytics. Proc. ACM Manag. Data Wenyuan Yu, Tao He, Lei Wang, Ke Meng, Ye Cao, Diwen Zhu, Sanhong Li, Jingren Zhou
2023	J	`jnl`	WPC: Whole-picture Workload Characterization. CoRR Lei Wang, Kaiyong Yang, Chenxi Wang, Wanling Gao, Chunjie Luo, Fan Zhang, Zhongxin Ge, Li Zhang, Guoxin Kang, Jianfeng Zhan
2022	J	`jnl`	A systematic study on benchmarking AI inference accelerators. CCF Trans. High Perform. Comput. Zihan Jiang, Jiansong Li, Fangxin Liu, Wanling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu, Tao Li
2022	—	`conf`	EAIBench: An Energy Efficiency Benchmark for AI Training. Bench Fan Zhang, Chuanxin Lan, Lei Wang, Fei Tang, Shaopeng Dai, Jiangtao Wang, Jiantao Ma, Jianfeng Zhan
2022	A	`conf`	GNNLab: a factored system for sample-based GNN training over GPUs. EuroSys Jianbang Yang, Dahai Tang, Xiaoniu Song, Lei Wang, Qiang Yin, Rong Chen, Wenyuan Yu, Jingren Zhou
2022	J	`jnl`	High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer. CoRR Wanling Gao, Lei Wang, Mingyu Chen, Jin Xiong, Chunjie Luo, Wenli Zhang, Yunyou Huang, Weiping Li, Guoxin Kang, Chen Zheng, Biwei Xie, Shaopeng Dai, Qian He, Hainan Ye, Yungang Bao, Jianfeng Zhan
2022	A*	`conf`	OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. ICDE Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan
2022	J	`jnl`	OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. CoRR Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan
2022	J	`jnl`	Quality at the Tail. CoRR Zhengxin Yang, Wanling Gao, Chunjie Luo, Lei Wang, Jianfeng Zhan
2022	J	`jnl`	ToL: A Tensor of List-Based Unified Computation Model. CoRR Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
2021	B	`conf`	AIBench Scenario: Scenario-Distilling AI Benchmarking. PACT Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Xiaoli Liu, Zihan Jiang
2021	B	`conf`	AIBench Training: Balanced Industry-Standard AI Training Benchmarking. ISPASS 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
2021	B	`conf`	Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. IJCNN Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
2021	A	`conf`	FlexGraph: a flexible and efficient distributed framework for GNN training. EuroSys Lei Wang, Qiang Yin, Chao Tian, Jianbang Yang, Rong Chen, Wenyuan Yu, Zihang Yao, Jingren Zhou
2021	J	`jnl`	GraphScope: A One-Stop Large Graph Processing System. Proc. VLDB Endow. Jingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, Jingren Zhou
2021	J	`jnl`	GraphScope: A Unified Engine For Big Graph Processing. Proc. VLDB Endow. Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Kai Zeng, Kun Zhao, Jingren Zhou, Diwen Zhu, Rong Zhu
2021	C	`conf`	HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. CLUSTER Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan
2021	J	`jnl`	HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. CoRR Zihan Jiang, Wanling Gao, Fei Tang, Xingwang Xiong, Lei Wang, Chuanxin Lan, Chunjie Luo, Hongxiao Li, Jianfeng Zhan
2021	J	`jnl`	Shift-and-Balance Attention. CoRR Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao
2021	J	`jnl`	WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture. IEEE Comput. Archit. Lett. Lei Wang, Xingwang Xiong, Jianfeng Zhan, Wanling Gao, Xu Wen, Guoxin Kang, Fei Tang
2020	J	`jnl`	AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. CoRR 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
2020	J	`jnl`	AIBench: An Industry Standard AI Benchmark Suite from Internet Services. CoRR 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
2020	J	`jnl`	AIBench: Scenario-distilling AI Benchmarking. CoRR Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang
2020	J	`jnl`	Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices. CoRR Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai
2020	J	`jnl`	Extended Batch Normalization. CoRR Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
2020	J	`jnl`	Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. CoRR Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
2020	J	`jnl`	HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. CoRR Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan
2020	—	`conf`	OStoreBench: Benchmarking Distributed Object Storage Systems Using Real-World Application Scenarios. Bench Guoxin Kang, Defei Kong, Lei Wang, Jianfeng Zhan
2020	A	`conf`	Referee: A Pattern-Guided Approach for Auto Design in Compiler-Based Analyzers. SANER Fang Lv, Hao Li, Lei Wang, Ying Liu, Huimin Cui, Jingling Xue, Xiaobing Feng
2019	J	`jnl`	A Semantic-based Medical Image Fusion Approach. CoRR Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan
2019	J	`jnl`	AIBench: An Industry Standard Internet Service AI Benchmark Suite. CoRR 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
2019	—	`conf`	Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster. Bench Rui Ren, Jinheng Li, Lei Wang, Yan Yin, Zheng Cao
2019	—	`conf`	BOPS, A New Computation-Centric Metric for Datacenter Computing. Bench Lei Wang, Wanling Gao, Kaiyong Yang, Zihan Jiang
2019	J	`jnl`	BenchCouncil's View on Benchmarking AI and Other Emerging Workloads. CoRR Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren
2019	J	`jnl`	Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking. CoRR Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
2019	J	`jnl`	HPC AI500: A Benchmark Suite for HPC AI Systems. CoRR Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
2019	J	`jnl`	HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems. J. Comput. Sci. Technol. Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo
2019	J	`jnl`	Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. IEEE Access Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye
2019	J	`jnl`	Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. CoRR Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye
2019	A*	`conf`	Performance-Boosting Sparsification of the IFDS Algorithm with Applications to Taint Analysis. ASE Dongjie He, Haofeng Li, Lei Wang, Haining Meng, Hengjie Zheng, Jie Liu, Shuangwei Hu, Lian Li, Jingling Xue
2019	J	`jnl`	Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. IEEE Trans. Big Data Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang
2019	J	`jnl`	XOS: An Application-Defined Operating System for Data Center Servers. CoRR Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan
2018	J	`jnl`	A veracity preserving model for synthesizing scalable electricity load profiles. CoRR Yunyou Huang, Jianfeng Zhan, Chunjie Luo, Lei Wang, Nana Wang, Daoyi Zheng, Fanda Fan, Rui Ren
2018	—	`conf`	AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench 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
2018	—	`conf`	AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence. Bench Chunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan
2018	J	`jnl`	Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. CoRR Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao
2018	J	`jnl`	BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing. CoRR Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li
2018	J	`jnl`	Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
2018	J	`jnl`	BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. CoRR Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang
2018	J	`jnl`	Clustering Residential Electricity Load Curves via Community Detection in Network. CoRR Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren
2018	—	`conf`	Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. ICANN (1) Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang
2018	—	`conf`	DCMIX: Generating Mixed Workloads for the Cloud Data Center. Bench Xingwang Xiong, Lei Wang, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang
2018	—	`conf`	Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
2018	J	`jnl`	Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
2018	J	`jnl`	Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads. CoRR Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren
2018	B	`conf`	Data motifs: a lens towards fully understanding big data and AI workloads. PACT Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren
2018	—	`conf`	Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems. IEEE BigData Rui Ren, Jiechao Cheng, Yan Yin, Jianfeng Zhan, Lei Wang, Jinheng Li, Chunjie Luo
2018	—	`conf`	Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking. Bench Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
2018	—	`conf`	HPC AI500: A Benchmark Suite for HPC AI Systems. Bench Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
2018	B	`conf`	Lazygraph: lazy data coherency for replicas in distributed graph-parallel computation. PPoPP Lei Wang, Liangji Zhuang, Junhang Chen, Huimin Cui, Fang Lv, Ying Liu, Xiaobing Feng
2018	A	`conf`	May-happen-in-parallel analysis with static vector clocks. CGO Qing Zhou, Lian Li, Lei Wang, Jingling Xue, Xiaobing Feng
2018	J	`jnl`	NVM Streaker: a fast and reconfigurable performance simulator for non-volatile memory-based memory architecture. J. Supercomput. Danqi Hu, Fang Lv, Chenxi Wang, Huimin Cui, Lei Wang, Ying Liu, Xiaobing Feng
2018	—	`conf`	Online anomaly detection framework for spark systems via stage-task behavior modeling. CF Rui Ren, Shuai Tian, Lei Wang
2018	A*	`conf`	Understanding and detecting evolution-induced compatibility issues in Android apps. ASE Dongjie He, Lian Li, Lei Wang, Hengjie Zheng, Guangwei Li, Jingling Xue
2018	—	`conf`	XOS: An Application-Defined Operating System for Datacenter Computing. IEEE BigData Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan
2017	J	`jnl`	A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
2017	B	`conf`	CloudMix: Generating Diverse and Reducible Workloads for Cloud Systems. CLOUD Rui Han, Zan Zong, Fan Zhang, José Luis Vázquez-Poletti, Zhen Jia, Lei Wang
2017	J	`jnl`	Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. CoRR Chunjie Luo, Jianfeng Zhan, Lei Wang, Qiang Yang
2017	J	`jnl`	HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems. CoRR Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Chunjie Luo, Jianfeng Zhan
2017	—	`conf`	Performance and energy efficiency of big data systems: characterization, implication and improvement. ICSCA Yingjie Shi, Lei Wang, Fang Du
2017	—	`conf`	Towards memory and computation efficient graph processing on spark. IEEE BigData Xinhui Tian, Yuanqing Guo, Jianfeng Zhan, Lei Wang
2017	J	`jnl`	Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang
2016	J	`jnl`	10-millisecond Computing. CoRR Gang Lu, Jianfeng Zhan, Tianshu Hao, Lei Wang
2016	B	`conf`	Articulation points guided redundancy elimination for betweenness centrality. PPoPP Lei Wang, Fan Yang, Liangji Zhuang, Huimin Cui, Fang Lv, Xiaobing Feng
2016	—	`conf`	BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems. IEEE BigData Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi
2016	B	`conf`	Characterization and architectural implications of big data workloads. ISPASS Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia
2016	J	`jnl`	On Horizontal Decomposition of the Operating System. CoRR Gang Lu, Jianfeng Zhan, Xinlong Lin, Chongkang Tan, Lei Wang
2016	—	`conf`	Understanding Data Analytics Workloads on Intel(R) Xeon Phi(R). HPCC/SmartCity/DSS Biwei Xie, Xu Liu, Sally A. McKee, Jianfeng Zhan, Zhen Jia, Lei Wang, Lixin Zhang
2015	J	`jnl`	Benchmarking Big Data Systems: State-of-the-Art and Future Directions. CoRR Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang
2015	—	`conf`	BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. BPOE Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Lizy K. John, Jiangtao Xu, Gang Lu, Lei Wang
2015	J	`jnl`	BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads. CoRR Rui Han, Shulin Zhan, Chenrong Shao, Junwei Wang, Jiangtao Xu, Lizy K. John, Lei Wang, Jianfeng Zhan
2015	J	`jnl`	Characterization and Architectural Implications of Big Data Workloads. CoRR Lei Wang, Jianfeng Zhan, Zhen Jia, Rui Han
2015	—	`conf`	Characterizing Data Analytics Workloads on Intel Xeon Phi. IISWC Biwei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Lixin Zhang
2015	J	`jnl`	Identifying Dwarfs Workloads in Big Data Analytics. CoRR Wanling Gao, Chunjie Luo, Jianfeng Zhan, Hainan Ye, Xiwen He, Lei Wang, Yuqing Zhu, Xinhui Tian
2015	J	`jnl`	Understanding Big Data Analytic Workloads on Modern Processors. CoRR Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun
2015	J	`jnl`	WiseThrottling: a new asynchronous task scheduler for mitigating I/O bottleneck in large-scale datacenter servers. J. Supercomput. Fang Lv, Lei Liu, Huimin Cui, Lei Wang, Ying Liu, Xiaobing Feng, Pen-Chung Yew
2014	—	`conf`	A collaborative divide-and-conquer K-means clustering algorithm for processing large data. Conf. Computing Frontiers Huimin Cui, Gong Ruan, Jingling Xue, Rui Xie, Lei Wang, Xiaobing Feng
2014	J	`jnl`	BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. CoRR Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan
2014	A*	`conf`	BigDataBench: A big data benchmark suite from internet services. HPCA 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
2014	J	`jnl`	BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR 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
2014	—	`conf`	BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. DASFAA (2) Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, Lei Wang
2014	J	`jnl`	BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. CoRR Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, Lei Wang
2014	J	`jnl`	Characterizing and Subsetting Big Data Workloads. CoRR Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li
2014	—	`conf`	Characterizing and subsetting big data workloads. IISWC Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li
2014	J	`jnl`	Dynamic I/O-Aware Scheduling for Batch-Mode Applications on Chip Multiprocessor Systems of Cluster Platforms. J. Comput. Sci. Technol. Fang Lu, Huimin Cui, Lei Wang, Lei Liu, Chenggang Wu, Xiaobing Feng, Pen-Chung Yew
2013	—	`conf`	BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. WBDB Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan
2013	J	`jnl`	BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Zhiguo Li, Jianfeng Zhan, Yong Qi, Yongqiang He, Shimin Gong, Xiaona Li, Shujie Zhang, Bizhu Qiu
2013	J	`jnl`	Characterizing Data Analysis Workloads in Data Centers. CoRR Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo
2013	—	`conf`	Characterizing data analysis workloads in data centers. IISWC Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo
2013	—	`conf`	CloudRank-V: A Desktop Cloud Benchmark with Complex Workloads. HPCC/EUC Lin Cai, Zhen Jia, Yong Qi, Lei Wang
2013	J	`jnl`	Cost-Aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers. IEEE Trans. Computers Jianfeng Zhan, Lei Wang, Xiaona Li, Weisong Shi, Chuliang Weng, Wenyao Zhang, Xiutao Zang
2013	J	`jnl`	The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. CoRR Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
2012	A	`conf`	A Highly Parallel Reuse Distance Analysis Algorithm on GPUs. IPDPS Huimin Cui, Qing Yi, Jingling Xue, Lei Wang, Yang Yang, Xiaobing Feng
2012	J	`jnl`	CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontiers Comput. Sci. Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun
2012	J	`jnl`	Extendable pattern-oriented optimization directives. ACM Trans. Archit. Code Optim. Huimin Cui, Jingling Xue, Lei Wang, Yang Yang, Xiaobing Feng, Dongrui Fan
2012	J	`jnl`	High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers CoRR Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo
2012	—	`conf`	High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. IPDPS Workshops Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo
2012	J	`jnl`	In Cloud, Can Scientific Communities Benefit from the Economies of Scale? IEEE Trans. Parallel Distributed Syst. Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang
2012	J	`jnl`	Precise, Scalable, and Online Request Tracing for Multitier Services of Black Boxes. IEEE Trans. Parallel Distributed Syst. Bo Sang, Jianfeng Zhan, Gang Lu, Haining Wang, Dongyan Xu, Lei Wang, Zhihong Zhang, Zhen Jia
2012	—	`conf`	The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
2011	A	`conf`	Automatic Library Generation for BLAS3 on GPUs. IPDPS Huimin Cui, Lei Wang, Jingling Xue, Yang Yang, Xiaobing Feng
2011	J	`jnl`	Automatic Performance Debugging of SPMD-style Parallel Programs CoRR Xu Liu, Jianfeng Zhan, Kunlin Zhan, Weisong Shi, Lin Yuan, Dan Meng, Lei Wang
2011	J	`jnl`	Automatic performance debugging of SPMD-style parallel programs. J. Parallel Distributed Comput. Xu Liu, Jianfeng Zhan, Kunlin Zhan, Weisong Shi, Lin Yuan, Dan Meng, Lei Wang
2011	—	`conf`	Characterization of real workloads of web search engines. IISWC Huafeng Xi, Jianfeng Zhan, Zhen Jia, Xuehai Hong, Lei Wang, Lixin Zhang, Ninghui Sun, Gang Lu
2011	C	`conf`	Dacoop: Accelerating Data-Iterative Applications on Map/Reduce Cluster. PDCAT Yi Liang, Guangrui Li, Lei Wang, Yanpeng Hu
2011	A	`conf`	Extendable pattern-oriented optimization directives. CGO Huimin Cui, Jingling Xue, Lei Wang, Yang Yang, Xiaobing Feng, Dongrui Fan
2010	A	`conf`	An adaptive task creation strategy for work-stealing scheduling. CGO Lei Wang, Huimin Cui, Yuelu Duan, Fang Lu, Xiaobing Feng, Pen-Chung Yew
2010	J	`jnl`	In Cloud, Can Scientific Communities Benefit from the Economies of Scale? CoRR Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang
2010	J	`jnl`	In Cloud, Do MTC or HTC Service Providers Benefit from the Economies of Scale? CoRR Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang, Lin Yuan
2010	J	`jnl`	Landing Stencil Code on Godson-T. J. Comput. Sci. Technol. Huimin Cui, Lei Wang, Dong-Rui Fan, Xiaobing Feng
2010	J	`jnl`	PhoenixCloud: Provisioning Resources for Heterogeneous Cloud Workloads CoRR Jianfeng Zhan, Lei Wang, Weisong Shi, Shimin Gong, Xiutao Zang
2010	J	`jnl`	PhoenixCloud: Provisioning Resources for Heterogeneous Workloads in Cloud Computing CoRR Jianfeng Zhan, Lei Wang, Weisong Shi, Shimin Gong, Xiutao Zang
2010	J	`jnl`	PowerTracer: Tracing requests in multi-tier services to save cluster power consumption CoRR Lin Yuan, Jianfeng Zhan, Bo Sang, Lei Wang, Haining Wang
2010	J	`jnl`	Precise Request Tracing and Performance Debugging for Multi-tier Services of Black Boxes CoRR Zhihong Zhang, Jianfeng Zhan, Yong Li, Lei Wang, Dan Meng, Bo Sang
2010	J	`jnl`	Precise, Scalable and Online Request Tracing for Multi-tier Services of Black Boxes CoRR Bo Sang, Jianfeng Zhan, Zhihong Zhang, Lei Wang, Dongyan Xu, Yabing Huang, Dan Meng
2010	J	`jnl`	Scalable Group Management in Large-Scale Virtualized Clusters CoRR Wei Zhou, Lei Wang, Dan Meng, Lin Yuan, Jianfeng Zhan
2009	A	`conf`	Detecting and Eliminating Potential Violations of Sequential Consistency for Concurrent C/C++ Programs. CGO Yuelu Duan, Xiaobing Feng, Lei Wang, Chao Zhang, Pen-Chung Yew
2009	—	`conf`	In cloud, do MTC or HTC service providers benefit from the economies of scale? SC-MTAGS Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang, Lin Yuan
2009	J	`jnl`	Phoenix Cloud : Consolidating Heterogeneous Workloads of Large Organizations on Cloud Computing Platforms CoRR Jianfeng Zhan, Lei Wang, Bibo Tu, Yong Li, Peng Wang, Wei Zhou, Dan Meng
2009	A	`conf`	Precise request tracing and performance debugging for multi-tier services of black boxes. DSN Zhihong Zhang, Jianfeng Zhan, Yong Li, Lei Wang, Dan Meng, Bo Sang
2008	—	`conf`	A Performance Model for Domino Mail Server. CSSE (3) Yi Liang, Lei Wang, Jianfeng Zhan, Ruihua Di
2008	A	`conf`	Exploiting idle register classes for fast spill destination. ICS Fang Lu, Lei Wang, Xiaobing Feng, Zhiyuan Li, Zhaoqing Zhang
2007	C	`conf`	A layered design methodology of cluster system stack. CLUSTER Jianfeng Zhan, Lei Wang, Bibo Tu, Zhihong Zhang, Yu Wen, Yuansheng Chen, Wei Zhou, Dan Meng, Ninghui Sun
2007	C	`conf`	Grid Unit: A Self-Managing Building Block for Grid System. PDCAT Jianfeng Zhan, Lei Wang, Ming Zou, Hui Wang, Shuang Gao, Yulei Ding
2007	—	`conf`	The design methodology of Phoenix cluster system software stack. China HPC 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	B	`conf`	A Failure-Aware Scheduling Strategy in Large-Scale Cluster System. CCGRID Linping Wu, Dan Meng, Jianfeng Zhan, Lei Wang, Bibo Tu
2006	C	`conf`	Design Patterns of Scalable Cluster System Software. PDCAT Bibo Tu, Ming Zou, Jianfeng Zhan, Lei Wang, Jianping Fan
2006	A	`conf`	Easy and reliable cluster management: the self-management experience of Fire Phoenix. IPDPS Zhihong Zhang, Dan Meng, Jianfeng Zhan, Lei Wang, Linping Wu, Huang Wei
2006	B	`conf`	PhoenixG: A Unified Management Framework for Industrial Information Grid. CCGRID Jianfeng Zhan, Gengpu Liu, Lei Wang, Bibo Tu, Yi Jin, Yang Li, Yan Hao, Xuehai Hong, Dan Meng, Ninghui Sun