一、个人基本信息
管绍朋（1976.6-），男，博士，副教授。感兴趣的研究方向：人工智能、大数据、区块链、网络与通信等。近年来参与/主持国家高技术（863）重大项目1项，国家自然科学基金1项，省部级项目3项，烟台市科技攻关项目1项，企业横向课题4项。在国内外期刊及会议上发表学术论文40余篇，其中SCI检索20余篇。获得山东省科技进步三等奖1项，获批发明专利6项。2018/9-2020/12，挂职临沂市兰山区科技副区长，与临沂、烟台、龙口等地多家企业建立了密切的技术合作关系。
一、近年来主要论文
1.Guan S, Zhao X, Xue Y, et al. AWGAN: An adaptive weighting GAN approach for oversampling imbalanced datasets. Information Sciences, 2024: 120311(SCI, IF:8.1)
2.Li J, Wang Z, Guan S*, et al. ProChain: A privacy-preserving blockchain-based supply chain traceability system model. Computers & Industrial Engineering, 2024, 187: 109831(SCI, IF:7.9)
3.Zhao X, Zhang C, Guan S*. A data lake-based security transmission and storage scheme for streaming big data. Cluster Computing, 2023， https://doi.org/10.1007/s10586-023-04201-9.(SCI, IF:4.4)
4.Zhao X, Guan S*. CTCN: a novel credit card fraud detection method based on Conditional Tabular Generative Adversarial Networks and Temporal Convolutional Network. PeerJ Computer Science, 2023, 9: e1634.(SCI, IF:3.8)
5.Guan S, Wang Z, Cao Y. A novel blockchain-based model for agricultural product traceability system. IEEE Communications Magazine, 2023，61（8）：124 - 129.（SCI, IF:11.2）
6.Wang Z, Guan S*. A blockchain-based traceable and secure data-sharing scheme. PeerJ Computer Science, 2023, 9: e1337.(SCI, IF:3.8)
7.Guan S, Li J, Li Y, et al. A multi-controller placement method for software defined network based on improved firefly algorithm. Transactions on Emerging Telecommunications Technologies, 2022: e4482. (SCI，IF:3.6)
8.Sun W, Guan S*, Wang P, et al. A hybrid deep learning model based low-rate DoS attack detection method for software defined network. Transactions on Emerging Telecommunications Technologies, 2022,33:e4443. (SCI，IF:3.6)
9.Zhang C, Guan S*, Li Y,et al. SMOSA: Spider monkey optimization‐based scheduling algorithm for heterogeneous Hadoop. Concurrency and Computation: Practice and Experience, 2021, 33(20): e6368 (SCI，IF: 2.0)
10.Guan S, Wang Y, Shen J. Fingerprint-based access topersonally controlled health records in emergency situations. Science China Information Sciences, 2018, 61(5): 059103. (SCI，IF: 8.8)
二、发明专利
1. 一种面向SDN控制器的实时DDoS攻击检测系统与方法，发明专利，ZL201910362982.1，2022（已转让）
2. 基于改进的萤火虫算法的SDN多控制器部署方法及系统，发明专利，ZL201910395738.5，2022（已转让）
3. 一种基于双启发式算法的SDN控制器部署方法及系统，发明专利，ZL202010147799.2，2022 （已转让）
4. 基于区块链的Hadoop集群大数据访问方法及系统，发明专利，ZL202010134988.6，2023（已转让）
5. 一种多域SDN网络流量态势评估方法，发明专利，ZL202010092967.2，2023 （已转让）
6. 基于GRU的多域SDN网络流量态势预测方法，发明专利，ZL202010129348.6，2023（已转让）
