研究领域
系统性能评价和优化、随机模子理论和应用、效劳质量丈量与包管手艺、效劳盘算和物联网等
科研项目
[1] 国家自然科学基金面上项目(61972414),基于边沿盘算架构的物联网效劳系统性能评价与优化,2020/01-2023/12。
[2] 国家重点研发妄想子课题(2018YFB1003803-02),面向效劳的群智化生态化软件设计与建模要领,2018/10-2021/09。
[3] 国家自然科学基金青年项目(61502043),面向大规模动态效劳情形的QoS评价要领研究,2016/01-2018/12。
[4] 北京市自然科学基金面上项目(4202066),农产品质量追溯的形式化建模理论和要领研究,2020/01-2022/12。
[5] 北京市自然科学基金面上项目(4162042),物联网情形下的效劳组合要领研究,2016/01-2018/12。
[6] 北京市优异人才作育资助青年主干小我私家项目(2015000020124G082),面向物联网的效劳评价要领研究,2016/01-2017/12。
[7] 公海彩船(北京)优异青年学者基金(2462018YJRC040),物联网效劳质量评价与优化,2018/11 – 2021/12。
[8] 网络与交流手艺国家重点实验室自主课题(NST20150204),基于社交关系的物联网效劳治理,2015/01-2016/12。
[9] 北京邮电大学青年科技立异妄想专项人才培育类项目(2015RC22),大规模效劳质量评价要领与手艺,2015/01-2016/12。
代表性研究效果
[1] Jiwei Huang, Songyuan Li, Ying Chen. Revenue-Optimal Task Scheduling and Resource Management for IoT Batch Jobs in Mobile Edge Computing. Peer-to-Peer Networking and Applications, 2020, to appear.
[2] Jiwei Huang, Chenxiang Zhang, Jianbing Zhang. A Multi-queue Approach of Energy Efficient Task Scheduling for Sensor Hubs. Chinese Journal of Electronics, 2020, 29(2): 242-247.
[3] Ying Chen, Jiwei Huang, Chuang Lin, Xuemin Shen. Multi-Objective Service Composition with QoS Dependencies. IEEE Transactions on Cloud Computing, 2019, 7(2): 537-552.
[4] Sikandar Ali, Niamat Ullah, Muhammad Faisal Abrar, Muhammad Faran Majeed, Muhammad Atif Umar, Jiwei Huang*. Barriers to Software Outsourcing Partnership Formation: An Exploratory Analysis. IEEE Access, 2019, 7:164556-164594.
[5] Jiwei Huang, Yihan Lan, Minfeng Xu. A Simulation-Based Approach of QoS-Aware Service Selection in Mobile Edge Computing. Wireless Communications and Mobile Computing, 2018, article no. 5485461.
[6] Chuang Lin, Jiwei Huang*, Ying Chen, Laizhong Cui. Thinking and Methodology of Multi-Objective Optimization. International Journal of Machine Learning and Cybernetics, 2018, 9(12): 2117-2127.
[7] Jiwei Huang, Songyuan Li, Ying Chen, Junliang Chen. Performance Modelling and Analysis for IoT Services, International Journal of Web and Grid Services, 2018, 14(2): 146-169.
[8] Ying Chen, Chuang Lin, Jiwei Huang, Xudong Xiang, Xuemin Shen. Energy Efficient Scheduling and Management for Large-Scale Services Computing Systems. IEEE Transactions on Services Computing, 2017, 10(2): 217-230.
[9] Yuze Huang, Jiwei Huang*, Bo Cheng, Shuqing He, Junliang Chen. Time-Aware Service Ranking Prediction in the Internet of Things Environment. Sensors, 2017, 17(5), article no. 974.