Rui Ren

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Top Venues

Publications

Rui Ren, Jingbang Yang, Linxiao Yang, Xinyue Gu, Liang Sun
SLIM: a Scalable Light-weight Root Cause Analysis for Imbalanced Data in Microservice. ICSE Companion (2024)
Yufan Zhu, Rui Ren, Weisheng Dong, Xin Li, Guangming Shi
TSUDepth: Exploring temporal symmetry-based uncertainty for unsupervised monocular depth estimation. Neurocomputing 600 (2024)
Yuan Chen, Dangui Lu, Bo Xu, Rui Ren, Zhichao Wang, Zhongke Feng
Determining the Dominant Contributions between Direct and Indirect Impacts of Long-Term Urbanization on Plant Net Primary Productivity in Beijing. Remote. Sens. 16 (3) (2024)
Rui Ren, Jingbang Yang, Linxiao Yang, Xinyue Gu, Liang Sun
SLIM: a Scalable Light-weight Root Cause Analysis for Imbalanced Data in Microservice. CoRR (2024)
Linxiao Yang, Rui Ren, Xinyue Gu, Liang Sun
Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting. KDD (2023)
Wanjie Hu, Jianjun Dong, Kai Yang, Bon-Gang Hwang, Rui Ren, Zhilong Chen
Reliable design of urban surface-underground integrated logistics system network with stochastic demand and social-environmental concern. Comput. Ind. Eng. 181 (2023)
Zulong Diao, Gaogang Xie, Xin Wang, Rui Ren, Xuying Meng, Guangxing Zhang, Kun Xie, Mingyu Qiao
EC-GCN: A encrypted traffic classification framework based on multi-scale graph convolution networks. Comput. Networks 224 (2023)
Rui Ren, Yang Wang, Fengrui Liu, Zhenyu Li, Gaogang Xie
Triple:The Interpretable Deep Learning Anomaly Detection Framework based on Trace-Metric-Log of Microservice. IWQoS (2023)
Linxiao Yang, Rui Ren, Xinyue Gu, Liang Sun
Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting. CoRR (2023)
Rui Ren, Kuangnan Fang, Qingzhao Zhang, Shuangge Ma
FunctanSNP: an R package for functional analysis of dense SNP data (with interactions). Bioinform. 39 (12) (2023)
Rui Ren, Yang Wang, Fengrui Liu, Zhenyu Li, Gareth Tyson, Tianhao Miao, Gaogang Xie
Grace: Interpretable Root Cause Analysis by Graph Convolutional Network for Microservices. IWQoS (2023)
Zhenjie Qin, Hongliang Wang, Hanqiang Zhang, Qi Ding, Xiao Huang, Jiajun Zhu, Rui Ren, Xiaolei Sun
Design and analysis of high-sensitivity multilayered structure surface acoustic wave sensor for dichloromethane gas detection. Trans. Inst. Meas. Control 45 (4) (2023)
Wanjie Hu, Jianjun Dong, Kai Yang, Rui Ren, Zhilong Chen
Network planning of metro-based underground logistics system against mixed uncertainties: A multi-objective cooperative co-evolutionary optimization approach. Expert Syst. Appl. 217 (2023)
Rui Ren, Meng-Jou Lu, Yingxing Li, Wolfgang Karl Härdle
Financial Risk Meter FRM based on Expectiles. J. Multivar. Anal. 189 (2022)
Fengrui Liu, Yang Wang, Zhenyu Li, Rui Ren, Hongtao Guan, Xian Yu, Xiaofan Chen, Gaogang Xie
MicroCBR: Case-Based Reasoning on Spatio-temporal Fault Knowledge Graph for Microservices Troubleshooting. ICCBR (2022)
Kuangnan Fang, Rui Ren, Qingzhao Zhang, Shuangge Ma
iSFun: an R package for integrative dimension reduction analysis. Bioinform. 38 (11) (2022)
Wenxiu Sun, Qingpeng Zhu, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Dewang Hou, Kai Zhao, Liying Lu, Yu Li, Huaijia Lin, Ruizheng Wu, Jiangbo Lu, Jiaya Jia, Qiang Liu, Haosong Yue, Danyang Cao, Lehang Yu, Jiaxuan Quan, Jixiang Liang, Yufei Wang, Yuchao Dai, Peng Yang, Hu Yan, Houbiao Liu, Siyuan Su, Xuanhe Li, Rui Ren, Yunlong Liu, Yufan Zhu, Dong Lao, Alex Wong, Katie Chang
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. ECCV Workshops (5) (2022)
Rui Ren, Hongliang Wang, Xiaolei Sun, He Quan
Design and Implementation of an Ultrasonic Flowmeter Based on the Cross-Correlation Method. Sensors 22 (19) (2022)
Tianhao Miao, Qinghua Wu, Ting Liu, Penglai Cui, Rui Ren, Zhenyu Li, Gaogang Xie
MD-Roofline: A Training Performance Analysis Model for Distributed Deep Learning. ISCC (2022)
Jingwei Jiang, Juanjuan Li, Hongcui Qiu, Rui Ren, Yang Liu, Zhiyuan Zhong, Runsen Ye
Temperature and Humidity Acquisition Device Based on DHT11. ICAIIS (2021)
Rui Ren, Shujuan Zhang, Haixia Sun, Tingyao Gao
Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network. Sensors 21 (16) (2021)
Rui Ren, Chunghsuan Wu, Zhouwang Fu, Tao Song, Yanqiang Liu, Zhengwei Qi, Haibing Guan
Efficient shuffle management for DAG computing frameworks based on the FRQ model. J. Parallel Distributed Comput. 149 (2021)
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)
Wanjie Hu, Jianjun Dong, Bon-Gang Hwang, Rui Ren, Zhilong Chen
A preliminary prototyping approach for emerging metro-based underground logistics systems: operation mechanism and facility layout. Int. J. Prod. Res. 59 (24) (2021)
Ruochen Liu, Rui Ren, Jin Liu, Jing Liu
A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems. Appl. Soft Comput. 89 (2020)
Rui Ren, Desheng Wu
An Innovative Sentiment Analysis to Measure Herd Behavior. IEEE Trans. Syst. Man Cybern. Syst. 50 (10) (2020)
Wanjie Hu, Jianjun Dong, Bon-Gang Hwang, Rui Ren, Zhilong Chen
Hybrid optimization procedures applying for two-echelon urban underground logistics network planning: A case study of Beijing. Comput. Ind. Eng. 144 (2020)
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 (2020)
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 (2020)
Yuchen Cheng, Chunghsuan Wu, Yanqiang Liu, Rui Ren, Hong Xu, Bin Yang, Zhengwei Qi
OPS: Optimized Shuffle Management System for Apache Spark. ICPP (2020)
Ruochen Liu, Runan Zhou, Rui Ren, Jiangdi Liu, Licheng Jiao
Multi-layer interaction preference based multi-objective evolutionary algorithm through decomposition. Inf. Sci. 509 (2020)
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
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. CoRR (2019)
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
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. IEEE Access 7 (2019)
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)
Rui Ren, Desheng Dash Wu, Tianxiang Liu
Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine. IEEE Syst. J. 13 (1) (2019)
Jing Ren, Rui Ren, Mark Green, Xishi Huang
Defect Detection from X-Ray Images Using A Three-Stage Deep Learning Algorithm. CCECE (2019)
Guoxing Yang, Juanjuan Li, Xing Xia, Hanlin Yang, Rui Bao, Gukai Li, Can Ge, Hongcui Qiu, Jiabao Wang, Zhengyang Jin, Jingwei Jiang, Yu Tang, Rui Ren
Design of Portable Physiological Data Acquisition System Based on STM32. ICITEE (2019)
Jing Ren, Rui Ren, Mark Green, Xishi Huang
A Deep Learning Method for Fault Detection of Autonomous Vehicles. ICCSE (2019)
Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads. CoRR (2019)
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) (2019)
Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao
Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. CoRR (2018)
Yiqian Xia, Rui Ren, Hongming Cai, Athanasios V. Vasilakos, Zheng Lv
Daphne: A Flexible and Hybrid Scheduling Framework in Multi-Tenant Clusters. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
Xingwang Xiong, Lei Wang, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang
DCMIX: Generating Mixed Workloads for the Cloud Data Center. Bench (2018)
Ce Gao, Rui Ren, Hongming Cai
GAI: A Centralized Tree-Based Scheduler for Machine Learning Workload in Large Shared Clusters. ICA3PP (2) (2018)
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)
Jianxin Zhang, Rui Ren, Chengxi Huang, Xiang Fei, Wu Qun, Hongming Cai
Service Dependency Based Dynamic Load Balancing Algorithm for Container Clusters. ICEBE (2018)
Haoran Sun, Rui Ren, Hongming Cai, Boyi Xu, Yonggang Liu, Tongyu Li
Topic Model Based Knowledge Graph for Entity Similarity Measuring. ICEBE (2018)
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 (2018)
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)
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 (2018)
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 (2018)
Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren
Clustering Residential Electricity Load Curves via Community Detection in Network. CoRR (2018)
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)
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)
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 (2018)
Rui Ren, Shuai Tian, Lei Wang
Online anomaly detection framework for spark systems via stage-task behavior modeling. CF (2018)
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 (2018)
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 (2017)
Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan
BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite. IPDPS Workshops (2017)
Chao Zhang, Deyu Li, Rui Ren
Pythagorean Fuzzy Multigranulation Rough Set over Two Universes and Its Applications in Merger and Acquisition. Int. J. Intell. Syst. 31 (9) (2016)
Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi
BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems. IEEE BigData (2016)
Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia
Characterization and architectural implications of big data workloads. ISPASS (2016)
Rui Ren, Lingling Zhang, Limeng Cui, Bo Deng, Yong Shi
Personalized Financial News Recommendation Algorithm Based on Ontology. ITQM (2015)
Xiaoyu Fu, Rui Ren, Sally A. McKee, Jianfeng Zhan, Ninghui Sun
Digging deeper into cluster system logs for failure prediction and root cause diagnosis. CLUSTER (2014)
Rui Ren, Jiuyue Ma, Xiufeng Sui, Yungang Bao
: a distributed deadline propagation approach to tolerate long-tail latency in datacenters. APSys (2014)
Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu
LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems. SRDS (2012)
Rui Ren, Yu-Yan Zhang, Xiaoyuan Luo, Shaobao Li
Automatic generation of optimally rigid formations using decentralized methods. Int. J. Autom. Comput. 7 (4) (2010)
Yue Ming, Zhenjiang Miao, Xianqing Ji, Rui Ren
A Mandarin e-Learning System Based on Web 2.0 and Speech Communication. ALPIT (2008)
Haojun Zhang, Xiaoxue Li, Rui Ren
A Novel Self-Renewal Hash Chain and Its Implementation. EUC (2) (2008)