温震宇科研成果

个人简介 浙江工业大学网络空间安全研究院研究员（特聘教授），IEEE高级会员、ACM 会员，长期致力于大数据物联网系统研究，入选浙江省海外高层次人才引进项目中的 “青年人才项目”，发表论文 60 余篇，含中科院 JCR 一区和 CCF-A 类等领域内顶级期刊会议论文22篇（如 ACM Computing Survey、TPDS、TSC、SIGIR、VLDB、 ICDE 等),其中以一作或通信作者论文 12 篇，其中论文“Fog Orchestration for Internet of Things Services”从 2017 发表起连续四年被物联网领域顶级杂志《IEEEInternet Computing》评为最受欢迎的 50 篇文章之一, 单篇引用 383 次。于 2020 年获得 IEEE TCSC Award for Excellence in Scalable Computing (Early Career Researchers),  2023年自动化学会科技进步二等奖。现在为著名期刊《ACM Computing Survey》副主编。近三年承担或者作为核心骨干参与了国家重点项目、浙江省重点研发计划“尖兵项目”、浙江省重大等项目。研究兴趣: 智能物联网、大数据云计算、机器系统、分布式系统、计算机网络Newcastle University (PhD 2012-2016)浙江工业大学，中国 2021年6月 - 现今 研究员（特聘教授）纽卡斯尔大学, 英国 2018 年 7 月 – 2021年4月 博士后研究员 爱丁堡大学, 英国 2015 年 10 月 – 2018 年 7 月 博士后研究员个人主页：www.zhenyu.info谷歌学术：https://scholar.google.com/citations?user=3cNpbVEAAAAJ&hl=zh-CN 科研成果 完整列表参考：https://www.zhenyu.info/publication.htmlC. Chen, Y. Yuan, Z. Wen, G. Wang, A. Li. GQP: A Framework for Scalable and Effective Graph Query-based Pricing. ICDE 2022 [CCF A; Core A*]Y. Yuan, D Ma, Z. Wen, Z. Zhang, G. Wang. Subgraph Matching over Graph Federation. VLDB 2022 [CCF A; Core A*]T. Li, Z. Hong, Q. Cai, L. Yu, Z. Wen, R. Yang. BISSIAM: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection. IEEE Transactions on Knowledge and Data Engineering [CCF A; Core A*]U. Demirbaga, Z. Wen*, A. Noor, K. Mitra, K. Alwasel, S. Garg, A. Zomaya, R. RanjanAutoDiagn: An Automated Real-time Diagnosis Framework for Big Data SystemsIEEE Transactions on Computers [CCF A; Core A*] (通讯作者)Z. Wen, S. Garg, G. S. Aujla, K. Alwasel, D. Puthal, S. Dustdar, A. Y. Zomaya and R. Ranjan.Running Industrial Workflow Applications in a Software-defined Multi-Cloud Environment using Green Energy Aware Scheduling AlgorithmIEEE Transactions on Industrial Informatics.S. Luo, H. Li, Z. Wen*, B. Qian, G. Morgan, A. Longo, O. Rana, and R. RanjanBlockchain based Task Offloading in Drone-aided Mobile Edge ComputingIEEE Network Magazine. (通讯作者)B. Qian, J. Su, Z. Wen*, D. N. Jha, Y. Li, Y. Guan, D. Puthal, P. James, R. Yang, A. Y. Zomaya, O. Rana, L. Wang, M. Koutny, R. Ranjan.Orchestrating the Development Lifecycle of Machine Learning Based IoT Applications: A Survey. ACM Computing Survey (通讯作者)Y. Yuan, D. Ma, Z. Wen, Y. Ma, G. Wang and L. Chen. Efficient Graph Query Processing over Geo-Distributed Datacenters. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'20). [CCF A; Core A*]R. Yang, C. Hu, X. Sun, P. Garraghan, T. Wo , Z. Wen H. Peng, J, Xu, C. Li.Performance-aware Speculative Resource Oversubscription for Large-scale Clusters.IEEE Transactions On Parallel and Distributed Systems. [CCF A; Core A*]D.N. Jha, P. Michalk, Z. Wen, P. Watson and R. Ranjan. Multi-objective Deployment of Data Analysis Operations in Heterogeneous IoT Infrastructure. IEEE Transactions on Industrial Informatics.K. S. Sahoo, D. Puthal, M. Tiwary, M. Usman, B. Sahoo, Z. Wen*, B. P. S. Sahoo, R. Ranjan.ESMLB: Efficient Switch Migration-based Load Balancing for Multi-Controller SDN in IoT. IEEE Internet of Things Journal. (通讯作者)L. Fang, Y. Li, X. Yun, Z. Wen, S. Ji, W. Meng, Z. Cao, Tanveer M. THP: A Novel Authentication Scheme to Prevent Multiple Attacks in SDN-based IoT Network. IEEE Internet of Things Journal. (通讯作者)D. Puthal, L. T. Yang, S. Dustdar, Z. Wen, S. Jun, A. V Moorsel, and R. Ranjan. A User Centric Security Solution for Internet of Things and Edge Convergence.ACM Transactions on Cyber-Physical SystemsZ. Wen, T. Lin, R. Yang, S. Ji, R. Ranjan, A. Romanovsky, C. Lin and Jie Xu.GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. IEEE Transactions On Parallel and Distributed Systems. [CCF A; Core A*]R. Qasha, Z. Wen, J. Cala and P. Watson. Reproducible Workflows in the Cloud: Sharing and Performance Optimization. Future Generation Computer Systems.S. Luo, Z. Wen, X. Zhang, W. Xu, A. Y. Zomaya, and R. Ranjan. GoSharing: An Incentive Framework for Cooperative Contents Sharing in Mobile Edge Networks. Future Generation Computer Systems.Z. Wen, D. Quoc, R. Chen, P. Bhatotia and M. Lee. ApproxIoT: Approximate Analytics for Edge Computing. The 38th International Conference on Distributed Computing Systems (ICDCS'18). [CCF B; Core A]Z. Wen, R. Yang, P. Garraghan, T. Lin, J. Xu, M. Rovatsos. Fog orchestration for internet of things services. IEEE Internet Computing, 2017.Z. Wen, R. Qasha, Z. Li, R. Ranjan, P. Watson, A. Romanovsky. Dynamically Partitioning Workflow over Federated Clouds For Optimising the Monetary Cost and Handling Run-Time Failures. IEEE Transactions on Cloud Computing.Z. Wen, J. Cala, P. Watson, R. Alexander. Cost Effective, Reliable and Secure Workflow Deployment over Federated Clouds. IEEE Transactions on Services Computing.  科研项目 1. R. Ranjan (PI),..., Z Wen (Co-I), Osmotic MindSphere: Multi-Resolution Air Quality Modelling across Cloud and Edge, Pitch-In: Connecting capabilities for the Internet of Things, Research England (P35792/BH192113), 2019-2021, £254,648.14 GBP – Full Economic Cost. (参与)2. 华为昇腾众智项目 华为科技有限公司，主持3. 阿里云网元项目 阿里巴巴有限公司，主持4. 物联网流量检测模型协同学习机制和自适应部署方法研究，中国博士后基金面上资助，主持5. 工业互联网AI模型云边协同部署研究，浙江省重大项目青年原创项目，主持6. 离散行业工业互联网操作系统核心组件研发与应用，国家重点研发项目，参与 内容来自集群智慧云企服 软件产品登记测试全国受理