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ORCIDLei Wang 0004
- > Home > Persons > Lei Wang 0004
Publications
- 2023
[c64]Fan Zhang
, Chenxi Wang, Chunjie Luo, Lei Wang:
Cross-Layer Profiling of IoTBench. Bench 2023: 71-86- 2022
- [i55]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:
High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer. CoRR abs/2212.00721 (2022) - [i53]Zhengxin Yang, Wanling Gao, Chunjie Luo, Lei Wang, Jianfeng Zhan:
Quality at the Tail. CoRR abs/2212.13925 (2022) - 2021
- [c59]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 - [c58]Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan:
HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. CLUSTER 2021: 47-58 - [c57]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. IJCNN 2021: 1-8 - [c56]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 - [i52]Zihan Jiang, Wanling Gao, Fei Tang, Xingwang Xiong, Lei Wang, Chuanxin Lan, Chunjie Luo, Hongxiao Li, Jianfeng Zhan:
HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. CoRR abs/2102.12848 (2021) - [i51]Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao:
Shift-and-Balance Attention. CoRR abs/2103.13080 (2021) - 2020
- [i50]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) - [i49]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Extended Batch Normalization. CoRR abs/2003.05569 (2020) - [i48]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) - [i47]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) - [i46]Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai:
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices. CoRR abs/2005.05085 (2020) - [i45]Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao:
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. CoRR abs/2005.06828 (2020) - [i44]Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan:
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. CoRR abs/2007.00279 (2020) - 2019
- [j13]Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo:
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems. J. Comput. Sci. Technol. 34(6): 1167-1184 (2019) - [i39]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:
HPC AI500: A Benchmark Suite for HPC AI Systems. CoRR abs/1908.02607 (2019) - [i38]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
- [c50]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren:
Data motifs: a lens towards fully understanding big data and AI workloads. PACT 2018: 2:1-2:14 - [c49]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 - [c48]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:
HPC AI500: A Benchmark Suite for HPC AI Systems. Bench 2018: 10-22 - [c46]Chunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan:
AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence. Bench 2018: 31-35 - [c43]Rui Ren, Jiechao Cheng, Yan Yin, Jianfeng Zhan, Lei Wang, Jinheng Li, Chunjie Luo:
Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems. IEEE BigData 2018: 1639-1646 - [c40]Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang:
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. ICANN (1) 2018: 382-391 - [c39]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC 2018: 48-58 - [i36]Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li:
BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing. CoRR abs/1801.09212 (2018) - [i35]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR abs/1802.00699 (2018) - [i34]Yunyou Huang, Jianfeng Zhan, Chunjie Luo, Lei Wang, Nana Wang, Daoyi Zheng, Fanda Fan, Rui Ren:
A veracity preserving model for synthesizing scalable electricity load profiles. CoRR abs/1802.03500 (2018) - [i33]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) - [i32]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren:
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads. CoRR abs/1808.08512 (2018) - [i31]Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren:
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR abs/1810.09376 (2018) - [i29]Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren:
Clustering Residential Electricity Load Curves via Community Detection in Network. CoRR abs/1811.10356 (2018) - 2017
- [j10]Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang:
Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. 28(6): 1797-1810 (2017) - [i28]Chunjie Luo, Jianfeng Zhan, Lei Wang, Qiang Yang:
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. CoRR abs/1702.05870 (2017) - [i27]Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang:
A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR abs/1711.03229 (2017) - [i26]Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Chunjie Luo, Jianfeng Zhan:
HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems. CoRR abs/1711.07639 (2017) - 2015
- [i22]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo, Ninghui Sun:
Understanding Big Data Analytic Workloads on Modern Processors. CoRR abs/1504.04974 (2015) - [i21]Wanling Gao, Chunjie Luo, Jianfeng Zhan, Hainan Ye, Xiwen He, Lei Wang, Yuqing Zhu, Xinhui Tian:
Identifying Dwarfs Workloads in Big Data Analytics. CoRR abs/1505.06872 (2015) - 2014
- [c25]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:
BigDataBench: A big data benchmark suite from internet services. HPCA 2014: 488-499 - [c24]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and subsetting big data workloads. IISWC 2014: 191-201 - [i18]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:
BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR abs/1401.1406 (2014) - [i17]Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan:
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. CoRR abs/1401.5465 (2014) - [i15]Zhen Jia, Jianfeng Zhan, Lei Wang, Rui Han, Sally A. McKee, Qiang Yang, Chunjie Luo, Jingwei Li:
Characterizing and Subsetting Big Data Workloads. CoRR abs/1409.0792 (2014) - 2013
- [c22]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing data analysis workloads in data centers. IISWC 2013: 66-76 - [c21]Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan:
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. WBDB 2013: 138-154 - [i14]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:
BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR abs/1307.0320 (2013) - [i12]Zhen Jia, Lei Wang, Jianfeng Zhan, Lixin Zhang, Chunjie Luo:
Characterizing Data Analysis Workloads in Data Centers. CoRR abs/1307.8013 (2013) - 2012
- [j6]Chunjie Luo, Jianfeng Zhan, Zhen Jia, Lei Wang, Gang Lu, Lixin Zhang, Cheng-Zhong Xu, Ninghui Sun:
CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontiers Comput. Sci. 6(4): 347-362 (2012) - [c19]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. IPDPS Workshops 2012: 1712-1721 - [i11]Jianfeng Zhan, Lixin Zhang, Ninghui Sun, Lei Wang, Zhen Jia, Chunjie Luo:
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. CoRR abs/1202.6134 (2012)
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