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范琪琳

18/10/11 14:13:03 作者: 点击:[] [小] [中] [大]

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范琪琳  

职称:讲师/硕导

研究方向:内容分发网络、网络测量和用户行为分析、边缘计算、深度学习等

邮箱:fanqilin@cqu.edu.cn   

目前正在招硕士生欢迎邮件咨询。

 

教育背景

2007/9-2011/7,工学学士(软件工程)四川大学

2011/9-2017/7,工学博士(计算机科学与技术),清华大学  

 

工作经历

2017/8 - 至今,威尼斯在线平台,大数据与软件学院,讲师

2015/1 - 2015/4,挪威科技大学,访问交流  

 

研究课题 

[1] 威尼斯在线平台中央高校基金科研项目,2018CDXYRJ0030 , 面向多媒体网络的自适应资源管理方法研究,2018.6-2020.5(主持)

[2] 重庆市自然基金项目(面上),cstc2019jcyj-msxmX0589,异构移动网络中边缘协作缓存的优化研究,2019.7-2022.7(主研)

[3] 重庆市基础研究与前沿探索项目,cstc2018jcyjAX0340,深度融合地理位置与社交网络大数据的影响力最大化问题研究,2018.7-2021.6(主研)

[4] 国家自然科学基金面上项目,61672318,数据驱动的网络信息平面研究,2017.1-2020.12(参与)

[5] 国家自然科学基金面上项目,61170290,大规模应用层覆盖网络节点部署理论研究,2012.1-2015.12(参与)

[6] 优秀青年科学基金项目,61222213,计算机网络体系结构,2013.1-2015.12(参与) 

 

 

科研论文 

[1] Shu Fu, Qilin Fan, Yujie Tang, Haijun Zhang, Senior Member, IEEE, Xin Jian, and Xiaoping Zeng, Cooperative Computing in Integrated Blockchain Based Internet of Things. Accepted by IEEE Internet of Things Journal 2019. (JCR Q1)

[2] Qilin Fan, Xiuhua Li, Sen Wang, Shu Fu, Xu Zhang and Yuetang Wang. NA-Caching: An adaptive content management approach based on deep reinforcement learning, IEEE Access, Vol. 7, pp. 152014-152022, 2019. (JCR Q1)

[3] Qilin Fan, Hao Yin, Qiang He, Yuming Jiang, Sen Wang, Yongqiang Lyu, Xu Zhang, Neural Adaptive Caching Approach for Content Delivery Networks. Accepted by International Conference on Service-Oriented Computing (ICSOC) 2019 poster. (CCF Rank B)

[4] Qilin Fan, Hao Yin, Geyong Min, Sen Wang, Yongqiang Lyu and Xu Zhang. Content and Network Aware Replication and Scheduling Mechanism for User Generated Content Videos. Accepted by IEEE Ubiquitous Intelligence and Computing (UIC) 2019. (CCF Rank C)

[5] Sen Wang, Jun Bi, Jianping Wu, Athanasios V. Vasilakos, Qilin Fan, VNE-TD: A virtual network embedding algorithm based on temporal-difference learning, Computer Networks, Vol. 161, No. 9, pp. 251-263, 2019. (JCR Q1)

[6] Yangchao Zhao, Xu Zhang, Kai Yang, Qilin Fan, Dongchao Guo, Yongqiang Lyu, Hao Yin and Zhan Ma. Caching Salon: from Classical to Learning-Based Approaches. In 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 269-2695).

[7] Kai Yang, Xu Zhang, Yangchao Zhao, Qilin Fan, Qin Gao, Yongqiang Lyu, Hao Yin and Zhan Ma. Looking into Online Gaming from Measurement Perspective. In 2019 IEEE International Confer- ence on Service-Oriented System Engineering (SOSE) (pp. 203-2035).

[8] Qilin Fan, Hao Yin, Yuming Jiang, Yongqiang Lyu, Sen Wang, Haojun Huang and Xu Zhang. Resource Reservation and Request Routing for a Cloud-Based Content Delivery Network. In 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 281-2815).

[9] Qilin Fan, Hao Yin, Libo Jiao, Yongqiang Lyv, Haojun Huang, Xu Zhang, Towards Optimal Request Mapping and Response Routing for Content Delivery Networks, IEEE Transactions on Services Computing, 2018. (JCR Q1)

[10] Qilin Fan, Hao Yin, Geyong Min, Po Yang, Yan Luo, Yongqiang Lyu, Haojun Huang, Libo Jiao, Video Delivery Networks: Challenges, Solutions and Future Directions, Computers and Electrical Engineering, Vol. 66, pp. 332-341, 2018. (JCR Q2)

[11] Qilin Fan, Hao Yin, Zexun Jiang, Haojun Huang, Yan Luo, Xu Zhang, Adaptive Content Management for UGC Video Delivery in Mobile Internet Era, Mobile Information Systems, pp. 1-9, 2016. (JCR Q3)

[12] 范琪琳,尹浩,林闯,董加卿,宋伟,互联网自治域商业关系推测算法,计算机学报,3704):950-9622014. (中文核心)

[13] Haojun Huang, Junbao Zhang, Xu Zhang, Benshun Yi, Qilin Fan, Feng Li, EMGR: Energy-efficient multicast geographic routing in wireless sensor networks, Computer Networks, Vol. 129, No. 1, pp. 51-63, 2017. (JCR Q1)

[14] Haojun Huang, Hao Yin, Yan Luo, Xu Zhang, Geyong Min, Qilin FanThree- Dimensional Geographic Routing in Wireless Mobile Ad Hoc and Sensor Networks, IEEE Network, Vol. 30, No. 2, pp. 82-90, 2015. (JCR Q2)

[15] Ran Liu, Hao Yin, Xuejun Cai, Guangxi Zhu, Li Yu, Qilin Fan, Jie Xu, Cooperative Caching Scheme for Content Oriented NetworkingIEEE Communications Letters, Vol. 17, No. 4, pp. 781-784, 2013. (JCR Q3)

[16] Qilin Fan, Xiaohu Chen, Hao Yin, Ran Liu, Smart switch: Optimize for green cellular networks, IEEE Consumer Communications and Networking Conference (CCNC), 701-704, Las Vegas, NV, USA, 2013.1.11-1.14.

[17] Xiaohu Chen, Qilin Fan, Hao Yin, Caching in Information-Centric Networking: From a Content Delivery Path Perspective, International Conference on Innovations in Information Technology (IIT), 2013, 48-53, Abu Dhabi, United Arab Emirates, 2013.3.17-3.19.

 


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