张然 助理研究员
工程软件系教师，主要从事系统性能、人工智能技术应用等相关研究，开展了包括系统性能分析和优化、大数据分析等工作。相关研究发表在TCCN、ICWS、GLOBECOM等国际高水平期刊和会议上。此外，曾承担IoTJ、TCCN、ICDM、TVT、ICC等多个国际高水平期刊和会议的审稿工作，并曾担任IEEE SmartCloud Workshop的Publicity Chair和TPC member。
研究方向：系统性能、人工智能技术应用、工程软件研发
教育背景：
2019.09-2024.06 山东大学 软件学院 软件工程 博士
2022.06-2023.05 日本室兰工业大学 科学与信息学系 联合培养博士生
2016.09-2019.07 山东大学 软件学院 软件工程 硕士
发表论文
l Performance evaluation of GPS scheduling with self-similar traffic: A knowledge-driven dual task deep learning approach, IEEE Transactions on Cognitive Communications and Networking. R. Zhang, N. Liu, L. Liu, M. Dong, K. Ota and Z. Yan. 2024,10(2): 510-525.
l Bridges the crowd: rim chain framework, International Journal of Crowd Science. P. Li, R. Zhang, L. Cui, Q. Li and G. Zhou. 2019, 3(2): 106-116. (通讯作者)
l Is it fair? Resource allocation for differentiated services on demands, IEEE International Conference on Web Services (ICWS). R. Zhang, N. Liu, L. Liu, W. Zhang, H. Yuan, M. Dong and L. Cui. 2022: 355-360.
l Maximizing Profits with ON/OFF Multi-Server Configurations in Distributed Edge Clouds. International Conference on Cloud and Network Computing (ICCNC 2024). D. Zheng, R. Zhang, L. Liu and L. Zhao.
l Research on Active Detection Method of Network Congestion, IEEE Global Communications Conference (GLOBECOM). R. Zhang, J. Zhang, L. Liu, Z. Yan and M. Dong. 2022: 4685-4690.
l Performance Modeling of a General GPS Scheduling Under Long Range Dependent Traffic, (IEEE ISPA/BDCloud/SocialCom/SustainCom). R. Zhang, L. Liu, X. Lu, Z. Yan and H. Li. 2020: 683-689.
l Answer Aggregation of Crowdsourcing Employing an Improved EM-Based Approach. Algorithms and Architectures for Parallel Processing(ICA3PP 2018). R. Zhang, L. Liu, L. Cui, W. He and H. Li. 2018: 280-290.
社会兼职：
➢ 审稿
● IEEE Internet of Things Journal (IoTJ)
l IEEE Transactions on Cognitive Communications and Networking (TCCN)
● IEEE Transactions on Vehicular Technology (TVT)
● IEEE Transactions on Big Data
l IEEE International Conference on Data Mining
● IEEE International Conference on Communications (ICC)
➢ 机构任职
● IEEE SmartCloud Workshop, Publicity Chair, 2024
l IEEE SmartCloud Workshop, TPC member, 2024
电子邮箱：zhran@mail.sdu.edu.cn
