Rui Ren

According to our database, Rui Ren authored at least 65 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Determining the Dominant Contributions between Direct and Indirect Impacts of Long-Term Urbanization on Plant Net Primary Productivity in Beijing.

Yuan Chen, Dangui Lu, Bo Xu, Rui Ren, Zhichao Wang, Zhongke Feng

Remote. Sens., February, 2024

TSUDepth: Exploring temporal symmetry-based uncertainty for unsupervised monocular depth estimation.

Yufan Zhu, Rui Ren, Weisheng Dong, Xin Li, Guangming Shi

Neurocomputing, 2024

SLIM: a Scalable and Interpretable Light-weight Fault Localization Algorithm for Imbalanced Data in Microservice.

Rui Ren, Jingbang Yang, Linxiao Yang, Xinyue Gu, Liang Sun

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

SLIM: a Scalable Light-weight Root Cause Analysis for Imbalanced Data in Microservice.

Rui Ren, Jingbang Yang, Linxiao Yang, Xinyue Gu, Liang Sun

Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

2023

FunctanSNP: an R package for functional analysis of dense SNP data (with interactions).

Rui Ren, Kuangnan Fang, Qingzhao Zhang, Shuangge Ma

Bioinform., December, 2023

Reliable design of urban surface-underground integrated logistics system network with stochastic demand and social-environmental concern.

Wanjie Hu, Jianjun Dong, Kai Yang, Bon-Gang Hwang, Rui Ren, Zhilong Chen

Comput. Ind. Eng., July, 2023

Network planning of metro-based underground logistics system against mixed uncertainties: A multi-objective cooperative co-evolutionary optimization approach.

Wanjie Hu, Jianjun Dong, Kai Yang, Rui Ren, Zhilong Chen

Expert Syst. Appl., May, 2023

EC-GCN: A encrypted traffic classification framework based on multi-scale graph convolution networks.

Zulong Diao, Gaogang Xie, Xin Wang, Rui Ren, Xuying Meng, Guangxing Zhang, Kun Xie, Mingyu Qiao

Comput. Networks, April, 2023

Design and analysis of high-sensitivity multilayered structure surface acoustic wave sensor for dichloromethane gas detection.

Zhenjie Qin, Hongliang Wang, Hanqiang Zhang, Qi Ding, Xiao Huang, Jiajun Zhu, Rui Ren, Xiaolei Sun

Trans. Inst. Meas. Control, February, 2023

Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting.

Linxiao Yang, Rui Ren, Xinyue Gu, Liang Sun

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Triple:The Interpretable Deep Learning Anomaly Detection Framework based on Trace-Metric-Log of Microservice.

Rui Ren, Yang Wang, Fengrui Liu, Zhenyu Li, Gaogang Xie

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Grace: Interpretable Root Cause Analysis by Graph Convolutional Network for Microservices.

Rui Ren, Yang Wang, Fengrui Liu, Zhenyu Li, Gareth Tyson, Tianhao Miao, Gaogang Xie

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

2022

Design and Implementation of an Ultrasonic Flowmeter Based on the Cross-Correlation Method.

Rui Ren, Hongliang Wang, Xiaolei Sun, He Quan

Sensors, 2022

Financial Risk Meter FRM based on Expectiles.

Rui Ren, Meng-Jou Lu, Yingxing Li, Wolfgang Karl Härdle

J. Multivar. Anal., 2022

iSFun: an R package for integrative dimension reduction analysis.

Kuangnan Fang, Rui Ren, Qingzhao Zhang, Shuangge Ma

Bioinform., 2022

MD-Roofline: A Training Performance Analysis Model for Distributed Deep Learning.

Tianhao Miao, Qinghua Wu, Ting Liu, Penglai Cui, Rui Ren, Zhenyu Li, Gaogang Xie

Proceedings of the IEEE Symposium on Computers and Communications, 2022

MicroCBR: Case-Based Reasoning on Spatio-temporal Fault Knowledge Graph for Microservices Troubleshooting.

Fengrui Liu, Yang Wang, Zhenyu Li, Rui Ren, Hongtao Guan, Xian Yu, Xiaofan Chen, Gaogang Xie

Proceedings of the Case-Based Reasoning Research and Development, 2022

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report.

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

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network.

Rui Ren, Shujuan Zhang, Haixia Sun, Tingyao Gao

Sensors, 2021

Efficient shuffle management for DAG computing frameworks based on the FRQ model.

Rui Ren, Chunghsuan Wu, Zhouwang Fu, Tao Song, Yanqiang Liu, Zhengwei Qi, Haibing Guan

J. Parallel Distributed Comput., 2021

A preliminary prototyping approach for emerging metro-based underground logistics systems: operation mechanism and facility layout.

Wanjie Hu, Jianjun Dong, Bon-Gang Hwang, Rui Ren, Zhilong Chen

Int. J. Prod. Res., 2021

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

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Temperature and Humidity Acquisition Device Based on DHT11.

Jingwei Jiang, Juanjuan Li, Hongcui Qiu, Rui Ren, Yang Liu, Zhiyuan Zhong, Runsen Ye

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2020

An Innovative Sentiment Analysis to Measure Herd Behavior.

Rui Ren, Desheng Wu

IEEE Trans. Syst. Man Cybern. Syst., 2020

Multi-layer interaction preference based multi-objective evolutionary algorithm through decomposition.

Ruochen Liu, Runan Zhou, Rui Ren, Jiangdi Liu, Licheng Jiao

Inf. Sci., 2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services.

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

CoRR, 2020

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.

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

CoRR, 2020

Hybrid optimization procedures applying for two-echelon urban underground logistics network planning: A case study of Beijing.

Wanjie Hu, Jianjun Dong, Bon-Gang Hwang, Rui Ren, Zhilong Chen

Comput. Ind. Eng., 2020

A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems.

Ruochen Liu, Rui Ren, Jin Liu, Jing Liu

Appl. Soft Comput., 2020

OPS: Optimized Shuffle Management System for Apache Spark.

Yuchen Cheng, Chunghsuan Wu, Yanqiang Liu, Rui Ren, Hong Xu, Bin Yang, Zhengwei Qi

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019

Forecasting Stock Market Movement Direction Using Sentiment Analysis and Support Vector Machine.

Rui Ren, Desheng Dash Wu, Tianxiang Liu

IEEE Syst. J., 2019

HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems.

Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo

J. Comput. Sci. Technol., 2019

BenchCouncil's View on Benchmarking AI and Other Emerging Workloads.

Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren

CoRR, 2019

Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks.

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

IEEE Access, 2019

Design of Portable Physiological Data Acquisition System Based on STM32.

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

Proceedings of the ICITEE-2019: 2nd International Conference on Information Technologies and Electrical Engineering, 2019

A Deep Learning Method for Fault Detection of Autonomous Vehicles.

Jing Ren, Rui Ren, Mark Green, Xishi Huang

Proceedings of the 14th International Conference on Computer Science & Education, 2019

Defect Detection from X-Ray Images Using A Three-Stage Deep Learning Algorithm.

Jing Ren, Rui Ren, Mark Green, Xishi Huang

Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster.

Rui Ren, Jinheng Li, Lei Wang, Yan Yin, Zheng Cao

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

Daphne: A Flexible and Hybrid Scheduling Framework in Multi-Tenant Clusters.

Yiqian Xia, Rui Ren, Hongming Cai, Athanasios V. Vasilakos, Zheng Lv

IEEE Trans. Netw. Serv. Manag., 2018

Clustering Residential Electricity Load Curves via Community Detection in Network.

Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren

CoRR, 2018

Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster.

Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao

CoRR, 2018

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang

CoRR, 2018

A veracity preserving model for synthesizing scalable electricity load profiles.

Yunyou Huang, Jianfeng Zhan, Chunjie Luo, Lei Wang, Nana Wang, Daoyi Zheng, Fanda Fan, Rui Ren

CoRR, 2018

BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing.

Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li

CoRR, 2018

Data Motif-based Proxy Benchmarks for Big Data and AI Workloads.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

Service Dependency Based Dynamic Load Balancing Algorithm for Container Clusters.

Jianxin Zhang, Rui Ren, Chengxi Huang, Xiang Fei, Wu Qun, Hongming Cai

Proceedings of the 15th IEEE International Conference on e-Business Engineering, 2018

Topic Model Based Knowledge Graph for Entity Similarity Measuring.

Haoran Sun, Rui Ren, Hongming Cai, Boyi Xu, Yonggang Liu, Tongyu Li

Proceedings of the 15th IEEE International Conference on e-Business Engineering, 2018

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks.

Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

GAI: A Centralized Tree-Based Scheduler for Machine Learning Workload in Large Shared Clusters.

Ce Gao, Rui Ren, Hongming Cai

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Online anomaly detection framework for spark systems via stage-task behavior modeling.

Rui Ren, Shuai Tian, Lei Wang

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems.

Rui Ren, Jiechao Cheng, Yan Yin, Jianfeng Zhan, Lei Wang, Jinheng Li, Chunjie Luo

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

DCMIX: Generating Mixed Workloads for the Cloud Data Center.

Xingwang Xiong, Lei Wang, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

Data motifs: a lens towards fully understanding big data and AI workloads.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems.

Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Chunjie Luo, Jianfeng Zhan

CoRR, 2017

BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite.

Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

Pythagorean Fuzzy Multigranulation Rough Set over Two Universes and Its Applications in Merger and Acquisition.

Chao Zhang, Deyu Li, Rui Ren

Int. J. Intell. Syst., 2016

Characterization and architectural implications of big data workloads.

Lei Wang, Rui Ren, Jianfeng Zhan, Zhen Jia

Proceedings of the 2016 IEEE International Symposium on Performance Analysis of Systems and Software, 2016

BDTUne: Hierarchical correlation-based performance analysis and rule-based diagnosis for big data systems.

Rui Ren, Zhen Jia, Lei Wang, Jianfeng Zhan, Tianxu Yi

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Personalized Financial News Recommendation Algorithm Based on Ontology.

Rui Ren, Lingling Zhang, Limeng Cui, Bo Deng, Yong Shi

Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

2014

Digging deeper into cluster system logs for failure prediction and root cause diagnosis.

Xiaoyu Fu, Rui Ren, Sally A. McKee, Jianfeng Zhan, Ninghui Sun

Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

<i>D</i>²<i>P</i>: a distributed deadline propagation approach to tolerate long-tail latency in datacenters.

Rui Ren, Jiuyue Ma, Xiufeng Sui, Yungang Bao

Proceedings of the Asia-Pacific Workshop on Systems, 2014

2012

LogMaster: Mining Event Correlations in Logs of Large-Scale Cluster Systems.

Xiaoyu Fu, Rui Ren, Jianfeng Zhan, Wei Zhou, Zhen Jia, Gang Lu

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

2010

Automatic generation of optimally rigid formations using decentralized methods.

Rui Ren, Yu-Yan Zhang, Xiaoyuan Luo, Shaobao Li

Int. J. Autom. Comput., 2010

2008

A Novel Self-Renewal Hash Chain and Its Implementation.

Haojun Zhang, Xiaoxue Li, Rui Ren

Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

A Mandarin e-Learning System Based on Web 2.0 and Speech Communication.

Yue Ming, Zhenjiang Miao, Xianqing Ji, Rui Ren

Proceedings of the ALPIT 2008, 2008