著作论文

出版物

QoS Management of Web Services, Zibin Zheng and Michael R. Lyu, Springer出版社, ISBN 978-3-642-34206-6, 2013

book

代表性会议论文

Collaborative Reliability Prediction for Service-Oriented Systems,
Zibin Zheng (郑子彬), Michael R. Lyu, in Proc. 32nd ACM/IEEE International Conference on Software Engineering, Cape Town, South Africa, May 2-8, 2010, pp. 35-44.
ACM SIGSOFT Distinguished Paper Award

Distributed QoS Evaluation for Real-World Web Services,
Zibin Zheng (郑子彬), Yilei Zhang, and Michael R. Lyu, in Proc. 8th International Conference on Web Services, Miami, Florida, USA, July 5-10, 2010, pp. 83-90.
Best Student Paper Award

Characterizing RESTFul Web Services Usage on Smartphones: The Tale of Native Apps and Web Apps,
Yi Liu, Xuanzhe Liu, Yun Ma, Zibin Zheng, Gang Huang and M. Brian Blake, in Proc. 22nd IEEE International Conference on Web Services, New York, USA, June 2015, accepted.

An Open Data Set for Trace-Oriented Monitoring,
Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng and Michael Lyu, in Proc. 6th IEEE International Conference on Cloud Computing Technology and Science, Singapore, Dec 2014.

Service-generated Big Data and Big Data-as-a-Service: An Overview,
Zibin Zheng (郑子彬), Jieming Zhu, and Michael R. Lyu, in Proc. 2nd IEEE International Congress on Big Data (BigData’13), pp. 403-410, SantaClara Marriott, CA, USA, June 27-July 2, 2013.

Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers,
Shangguang Wang, Zhipiao Liu, Zibin Zheng and Fangchun Yang, in Proc. 19th International Conference on Parallel and Distributed Systems, December 15-18, 2013, Seoul, Korea, pp. 102-109.

DR2: Dynamic Request Routing for Tolerating Latency Variability in Cloud Applications,
Jieming Zhu, Zibin Zheng (郑子彬), and Michael R. Lyu, in Proc. 6th IEEE International Conference on Cloud Computing (CLOUD’13), pp.589-596, Santa Clara Marriott, CA, USA, June 27-July 2, 2013.

WT-LDA: User Tagging Augmented LDA for Web Service Clustering,
Liang Chen, Yilun Wang, Qi Yu, Zibin Zheng, and Jian Wu, in Proc. 11th International Conference on Service Oriented Computing, Berlin, Germany, December 2-5, 2013, pp. 162-176.

An Efficient Fault-tolerant Scheduling Algorithm for Periodic Real-time Tasks in Heterogeneous Platforms,
Weiwei Qiu, Zibin Zheng, Xinyu Wang, and Xiaohu Yang, in Proc. 16th IEEE Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, Paderborn, Germany, June 19-21, 2013, pp. 1-7.

Topology-Aware Deployment of Scientific Applications in Cloud Computing,
Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, and Michael R. Lyu, in Proc. 5th IEEE International Conference on Cloud Computing, Research Track, Hawaii, US,
June 24-29, 2012, pp. 319-326.

Personalized Open API Recommendation in Clouds via Item-based Collaborative Filtering,
Huifeng Sun, Zibin Zheng, Junliang Chen, Weimin Pan, Chuanchang Liu and Wenming Ma, in Proc. 4th IEEE International Conference on Utility and Cloud Computing, Melbourne, Australia, December 5-8, 2011, pp. 237-244.

A General Anomaly Detection Framework for Internet-of-Things,
Zibin Zheng (郑子彬), Jian Wang, Ziyu Zhu, in Proc. 41st IEEE/IFIP International Conference on Dependable Systems and Networks (DSN’11), Hong Kong, June 27-30, 2011.

A Time-Aware Personalized QoS Prediction Framework for Cloud Computing,
Yilei Zhang, Zibin Zheng (郑子彬), and Michael R. Lyu, in Proc. 22nd IEEE International Symposium on Software Reliability Engineering (ISSRE’11), pp.210-219, Hiroshima, Japan, Nov. 29-Dec. 02, 2011.

Improving MapReduce Performance via Heterogeneity-Load-Aware Partition Function,
Huifeng Sun, Junliang Chen, ChuanChang Liu, Zibin Zheng, Nan Yu, and Zhi Yang, in Proc. of IEEE International Conference on Cluster Computing, Poster, Austin, Texas, September 26-30, 2011, pp. 557-560.

Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing,
Yilei Zhang, Zibin Zheng (郑子彬), and Michael R. Lyu, in Proc. 30th IEEE Symposium on Reliable Distributed Systems (SRDS’11), pp. 1-10, Madrid, Spain, Oct.4-7, 2011.

Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection,
Fanghua Ye, Chuan Chen, Zibin Zheng, the 27th ACM International Conference on Information and Knowledge Management.

Heterogeneous Neural Attentive Factorization Machine for Rating Prediction,
Liang Chen, Yang Liu, Zibin Zheng, Philip S Yu,the 27th ACM International Conference on Information and Knowledge Management.

Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments,
Jinjin Lin, Pengfei Chen, and Zibin Zheng, Philip S Yu,International Conference on Service Oriented Computing.

A Weighted Meta-graph based Approach for Mobile Application Recommendation on Heterogeneous Information Networks,
Fenfang Xie, Liang Chen, Yongjian Ye, Yang Liu, Zibin Zheng, Xiaola Lin, International Conference on Service Oriented Computing.

Software service recommendation base on Collaborative Filtering Neural Network model,
Liang Chen, Angyu Zheng, Yinglan Feng, Fenfang Xie, and Zibin Zheng, International Conference on Service Oriented Computing.

An Adaptive Semi-Local Algorithm for Node Ranking in Large Complex Networks,
Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, and Zibin Zheng, International Conference on Service Oriented Computing.

Learning Semantic Representations for Unsupervised Domain Adaptation,
Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen, International Conference on Machine Learning.

LatencyAware Task Assignment and Scheduling in Collaborative Cloud Robotic Systems,
Shenghui Li, Zhiheng Zheng, Wuhui Chen, Zibin Zheng, Junbo Wang, the 2018 IEEE International Conference on Cloud Computing.

Factorization Machine based Service Recommendation on Heterogeneous Information Networks,
Fenfang Xie, Liang Chen, Yongjian Ye, Zibin Zheng, Xiaola Lin, the 2018 IEEE International Conference on Web Services.

Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology,
Weili Chen, Zibin Zheng, Jiahui Cui, Edith Ngai, Peilin Zheng, Yuren Zhou, the 2018 Web Conference.

IoT Service Based on JointCloud Blockchain: The Case Study of Smart Traveling,
Weili Chen, Mingjie Ma, Yongjian Ye, Zibin Zheng, Yuren Zhou, the 2018 IEEE Symposium on Service-Oriented System Engineering.

A Detailed and Real-time Performance Monitoring Framework for Blockchain Systems,
Peilin Zheng, Zibin Zheng, Xiapu Luo, Xiangping Chen, Xuanzhe Liu, the 2018 International Conference on Software Engineering.

Group Preference based API Recommendation via Heterogeneous Information Network,
Fenfang Xie, Liang Chen, Dongding Lin, Chuan Chen, Zibin Zheng, Xiaola Lin, the 2018 International Conference on Software Engineering.

Efficient Blockchain-based Software Systems via Hierarchical Bucket Tree,
Weili Chen, Zibin Zheng, Mingjie Ma, Pinjia He, Peilin Zheng, Yuren Zhou, the 2018 International Conference on Software Engineering.

Skyline Community Search in Multi-valued Networks,
Ronghua Li, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng, the 2018 ACM International Conference on Management of Data.

Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A CommunityBased Approach,
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou, the 2017 International Conference on Service-Oriented Computing.

An Embedding Based Factorization Machine Approach for Web Service QoS Prediction,
Yaoming Wu, Fenfang Xie, Liang Chen, Chuan Chen, Zibin Zheng, the 2017 International Conference on Service-Oriented Computing.

Drain: An Online Log Parsing Approach with Fixed Depth Tree,
Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu, 24rd IEEE International Conference on Web Services.

CARP: Context-Aware Reliability Prediction of Black-Box Services,
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, 24rd IEEE International Conference on Web Services.

An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends”,
Zibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen, Huaimin Wang, IEEE 6th International Congress on Big Data.

Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation,
Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu, Michael R. Lyu, 23rd IEEE International Conference on Web Services.

Time-Aware and Sparsity-Tolerant QoS Prediction based on Collaborative Filtering,
Chen Wu, Weiwei Qiu, Xinyu Wang, Zibin Zheng, Xiaohu Yang, 23rd IEEE International Conference on Web Services.

User-Specific Rating Prediction for Mobile Applications via Weight-based Matrix Factorization,
Jingke Meng, Zibin Zheng, Guanhong Tao, Xuanzhe Liu, 23rd IEEE International Conference on Web Services.

Crowdsourcing based API Search via Leveraging Twitter Lists Information,
Tingting Liang, Liang Chen, Haochao Ying, Zibin Zheng, and Jian Wu, IEEE International Conference on Data Mining.

A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation,
Jieming Zhu, Pinjia He, Zibin Zheng, and Michael R. Lyu, 22nd IEEE International Conference on Web Services.

QoS Prediction of Web Services Based on Two-phase K-means Clustering,
Chen Wu, Weiwei Qiu, Zibin Zheng, Xinyu Wang and Xiaohu Yang, 22nd IEEE International Conference on Web Services.

Characterizing RESTFul Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps,
Yi Liu, Xuanzhe Liu, Yun Ma, Zibin Zheng, Gang Huang and M. Brian Blake, 22nd IEEE International Conference on Web Services.

MashDroid: Radically Rethinking Mobile-Oriented Dynamic Services Discovery and Composition by InApp Search,
Yun Ma, Xuanzhe Liu, Meihua Yu, Zibin Zheng, Yunxin Liu, Feng Feng, Qiaozhu Mei, Hong Mei, 22nd IEEE International Conference on Web Services.

完整列表及被引情况

代表性期刊论文

On Cloud Service Reliability Enhancement with Optimal Resource Usage,
Ao Zhou, Shangguang Wang, Zibin Zheng (郑子彬), Ching-Hsien Hsu, Michael R. Lyu, and Fangchun Yang, IEEE Transactions on Cloud Computing, accepted.

Measuring Reputation via Feedback Rating Evaluation for Web Service Recommendation,
Shangguang Wang, Zibin Zheng (郑子彬), Qibo Sun, HuaZou, and Fangchun Yang, IEEE Transactions on Services Computing, accepted.

Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints,
Zibin Zheng (郑子彬) and Michael R. Lyu, IEEE Transactions on Computer, vol. 64, no. 1, 2015, pp. 219-232.
被IEEE TC期刊列为Popular Paper

Web Service Recommendation via Exploiting Location and QoS Information,
Xi Chen, Zibin Zheng (郑子彬) (通讯作者), Qi Yu, and Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 7, 2014, pp. 1913-1924.

An Online Performance Prediction Framework for Service-Oriented Systems,
Yilei Zhang, Zibin Zheng (郑子彬) (通讯作者), and Michael R. Lyu, IEEE Transactions on System, Man, and Cybernetics, Part A, vol. 44, no. 9, 2014, pp. 1169-1181.
被IEEE TSMC期刊列为Popular Paper

Reliability-Based Design Optimization for Cloud Migration,
WeiweiQiu, Zibin Zheng (郑子彬), Xinyu Wang, Xiaohu Yang, and Michael R. Lyu, IEEE Transactions on Services Computing, vol. 7, no. 2, 2014, pp. 223-236.
被IEEE TSC期刊列为Popular Paper

Investigating QoS of Real-World Web Services,
Zibin Zheng (郑子彬), Yilei Zhang, and Michael R. Lyu, IEEE Transactions on Services Computing, vol.7, no.1, 2014, pp.32-39.
被IEEE TSC期刊列为Popular Paper

QoS Ranking Prediction for Cloud Services,
Zibin Zheng (郑子彬), Xinmiao Wu, Yilei Zhang, Michael R. Lyu, and Jianmin Wang, IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 6, June 2013, pp. 1213-1222.

Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering,
Huifeng Sun, Zibin Zheng (郑子彬), Junliang Chen, and Michael R. Lyu, IEEE Transactions on Services Computing, vol. 6, no. 4, 2013, pp. 573-579.

Predicting QoS for Service Selection by Neighborhood-based Collaborative Filtering,
Jian Wu, Liang Chen, YipengFeng, Zibin Zheng (郑子彬), Mengchu Zhou, and Zhaohui Wu, IEEE Transactions on System, Man, and Cybernetics, Part A, vol. 43, no. 2, 2013, pp. 428-439.

Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization,
Zibin Zheng (郑子彬), Hao Ma, Michael R. Lyu, and Irwin King, IEEE Transactions on Services Computing, vol. 6, no. 3, July-Sept. 2013, pp. 289-299.
被IEEE TSC期刊列为Popular Paper

Personalized Reliability Prediction of Web Services,
Zibin Zheng (郑子彬) and Michael R. Lyu, ACM Transactions on Software Engineering and Methodology, vol. 22, no. 2, 2013, pp. 1-28.

Personalized QoS-aware Web Service Recommendation and Visualization,
Xi Chen, Zibin Zheng (郑子彬), Xudong Liu, Zicheng Huang, Hailong Sun, IEEE Transactions on Services Computing, vol. 6, no. 1, 2013, pp. 35-47.

Component Ranking for Fault-Tolerant Cloud Applications,
Zibin Zheng (郑子彬), Tom Chao Zhou, Michael R. Lyu, and Irwin King, IEEE Transactions on Services Computing, vol. 5, no. 4, 2012, pp. 540-550.

QoS-Aware Web Service Recommendation by Collaborative Filtering,
Zibin Zheng (郑子彬), Hao Ma, Michael R. Lyu, and Irwin King, IEEE Transactions on Services Computing, vol.4, no.2, 2011, pp. 140-152.
被IEEE TSC期刊列为Popular Paper

Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach,
FangHua Ye, JiaHao Liu, Chuan Chen, GuoHui Ling, ZiBin Zheng, YuRen Zhou, IEEE Access.

“区块链数据分析:现状、趋势与挑战”,
陈伟利, 郑子彬, 计算机研究与发展, 2018, Journal of Computer Research and Development.

Wide & Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids,
Zibin Zheng, Yatao Yang, Xiangdong Niu, Hongning Dai, Yuren Zhou, IEEE Transactions on Industrial Informatics.

Configuring Software Product Lines by Combining Many-objective Optimization and SAT Solvers,
Yi Xiang, Yuren Zhou, Zibin Zheng, Miqing Li, ACM Transactions on Software Engineering and Methodology.

MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs,
Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu, IEEE Transactions on Reliability.

Blockchain Challenges and Opportunities: A Survey,
Zibin Zheng, Shaoan Xie, Hongning Dai, Huaimin Wang, International Journal of Web and Grid Services.

Finding Weighted K-Truss Communities in Large Networks,
Zibin Zheng, Fanghua Ye, Ronghua Li, Guihui Ling, Tan Jin, Information Sciences.

Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems.

Using Discriminative Feature in Software Entities for Relevance Identification of Code Changes,
Yuan Huang, Xiangping Chen, Zhiyong Liu, Xiaonan Luo, Zibin Zheng, Journal of Software: Evolution and Process.

Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map,
Mingdong Tang, Zibin Zheng, Guosheng Kang, Jianxun Liu, Yatao Yang, Tingting Zhang, IEEE Transactions on Network and Service Management.

A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation,
Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, and Michael R. Lyu, ACM Transactions on the Web.

Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization,
Jianlong Xu, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Reliability.

A Data Set for User Request Trace-Oriented Monitoring and its Applications,
Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and Michael R. Lyu, IEEE Transactions on Services Computing.

Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview,
Zibing Zheng, Michael R. Lyu, and Huaimin Wang, SCIENCE CHINA Information Sciences.

Selecting an Optimal Fault Tolerance Strategy for Reliable Service Oriented Systems with Local and Global Constraints,
Zibin Zheng, and Michael R. Lyu, IEEE Transactions on Computers.

完整列表及被引情况