导师介绍

导师姓名
陈丽琼



导师性别
女

职务职称
副教授

所在院系
计算机科学与信息工程学院

一级学科
控制工程

二级学科


研究方向
软件工程，目前从事的大数据、边缘云、信息物理融合等领域相关系统设计与开发

联系电话


电子邮箱
lqchen@sit.edu.cn

个人简介

陈丽琼，博士，副教授，2009年3月获华东理工大学计算机应用专业博士学位。研究方向为大数据挖掘、形式化方法，可信计算等。2012年主持上海市教委科研创新项目“服务组合风险评估模型和验证技术研究”; 2013年至2014年在美国加州大学戴维斯分校从事访问研究。目前主持上海市自然科学基金1项和国家自然科学基金青年项目1项。近年来，在国内外发表计算机方面的学术论文50余篇，其中SCI检索14篇及EI检索33篇。

学习与工作经历

l 2000年-2004年，安徽工业大学，数理学院，获工学学士学位
l 2004年-2009年，华东理工大学，信息学院，获工学博士学位。

科研工作与成果

部分发表论文：
[1] Liqiong Chen, Guisheng Fan, Huiqun Yu. Formal modeling and analysis the adaptive resource management for cloud applications. Journal of Internet Technology, 2017, 18(5): 1003-1015. (SCI:0004**, EI: 20**4 )
[2] Liqiong Chen, Guisheng Fan, Huiqun Yu. Modeling and optimizing CPS software testing based on Petri nets. International Journal of Performability Engineering, 2017, 13(8): 1183-1194. (EI: 20**9)
[3] Liqiong Chen, Yunxiang Liu, Guisheng Fan. SDN based approach to generating and optimizing Test Path for cloud application. International Journal of Performability Engineering, 2017, 13(8): 1257-1267. (EI: 20**5)
[4] Liqiong Chen, Guisheng Fan, Huanhuan Zhang, Lizhong Xiao. Petri nets based method to model and analyse the self-healing web service composition, International Journal of High Performance Computing and Networking, 2016, 9(1/2): 8-18.
[5] Liqiong Chen, Guisheng Fan, Yunxiang Liu. A formal method to model and analyze QoS-aware fault tolerant service composition, International Journal of Computational Science and Engineering, 2016, 13（2:1-1.
[6] Liqiong Chen, Guisheng Fan, Yunxiang Liu. Analyzing schedulability of energy-oriented distributed real-time embedded software. Journal of Software, 6(9):1771-1778, 2011. (EI: 201**)
[7] Liqiong Chen, Guisheng Fan, Yunxiang Liu. An approach to formally modeling and verifying distributed real-time embedded software. Journal of Software, 5(9):990-997, 2010. (EI: 677)
[8] Liqiong Chen, Zhiqing Shao, Guisheng Fan, Hanhua Ma. A method for analyzing and predicting reliability of BPEL process. Journal of Software, 4(1):11-18, 2009. (EI: 353)
[9] Liqiong Chen, Zhiqing Shao, Guisheng Fan, Hanhua Ma. A Petri net based method for analyzing schedulability of distributed real-time embedded systems. Journal of Computer, 3(12):35-42, 2008. (EI: 575)
[10] Liqiong Chen, Yunxiang Liu, Guisheng Fan. Modeling and analyzing reliable cyber-physical systems based on aspect orientation, Journal of Applied Science and Engineering, 2014,17(1):101-110.
[11] 陈丽琼, 刘微, 何心. 基于LSTM神经网络的CPS软件可靠性预测, 计算机工程与设计, 2019, 40(5): 1343~1348.
[12] Guisheng Fan, Huiqun Yu, Liqiong Chen. A formal aspect-oriented method for modeling and analyzing adaptive resource scheduling in cloud computing. IEEE Transactions on Network and Service Management, 2016, 13(2):281-294. (SCI: 009, EI: 20**2)
[13] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. Petri net based techniques for constructing reliable service composition. Journal of Systems and Software, 86(4): 1089-1106, 2013. (SCI: 0003**, EI: 20**3)
[14] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. A formal aspect-oriented method to model and analyse secure service composition. International Journal of Autonomous and Adaptive Communications Systems, 2015, 8(2-3): 119-140. (EI: 20**3)
[15] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. Formally modeling and analyzing the reliability of composite service evolution. Processing of the 2015 International Symposium on Theoretical Aspects of Software Engineering (TASE 2015). Nanjing, P.R. China, 2015.9.12-9.14. (EI: 20**7)
[16] Guisheng Fan, Huiqun Yu, Liqiong Chen. Formally modeling and analyzing the reliability of cloud applications. International Journal of Software Engineering and Knowledge Engineering, 2016, 26(2): 273-305. (SCI: 005, EI: 20**1)
[17] 范贵生, 虞慧群, 陈丽琼, 刘冬梅. 基于效用的云计算容错策略与模型. 中国科学：信息科学, 2014, 44(1): 158~176.
[18] 范贵生, 虞慧群, 陈丽琼, 刘冬梅. 分布式嵌入式系统的自适应能耗管理和分析. 软件学报, 2014, 25(2):419~438. (EI: 20**4)
[19] Guisheng Fan, Huiqun Yu, Liqiong Chen. Modeling and analyzing adaptive energy consumption for service composition. Processing of the 27th International Conference on Software Engineering and Knowledge Engineering (SEKE 2015), Pittsburgh, PA, United states, 2015.7.6-2015.7.8. (EI: 20**9)
[20] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. Modeling and analyzing cost and utilization based task scheduling for cloud application, The 40th IEEE Annual International Computer Software and Applications Conference (COMPSAC 2016), Atlanta, United states, IEEE Computer Society Press, 2016.6.10-6.14.(EI: 20**1)
[21] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. Modeling and analyzing dynamic fault-tolerant strategy for deadline constrained task scheduling in cloud computing. IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2017.**. (SCI, EI:20**0)
[22] Guisheng Fan, Liqiong Chen, Huiqun Yu. A Game Theoretic method to model and analyze attack-defense strategy of resource service in cloud application. Concurrency and Computation: Practice and Experience, 2017, 29(12). (SCI: 009, EI: 20**6)
[23] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. A requirement-driven method for secure and reliable Web service composition.Journal of Internet Technology, 14(3), 2013. (SCI: 013, EI: 20**6)
[24] Guisheng Fan, Liqiong Chen, Huiqun Yu, Dongmei Liu. Formally modeling and analyzing cost-aware job scheduling for cloud data center. Software: Practice and Experience, 2018, 48(9): 1536-1559. (SCI:002, EI:20**8)
[25] Kai Shi, Huiqun Yu, Jianmei Guo, Guisheng Fan, Liqiong Chen, Xingguang Yang. A Parallel Framework of Combining Satisfiability Modulo Theory with Indicator-Based Evolutionary Algorithm for Configuring Large and Real Software Product Lines. International Journal of Software Engineering and Knowledge Engineering, 2019, 29(4): 489-513. (SCI: 016, EI:20**2)
[26] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kai Shi, Liqiong Chen. Local versus Global Models for Just-In-Time Software Defect Prediction. Scientific Programming, 2019: **:1-**:13. (SCI:001, EI:20**1)
[27] Guisheng Fan, Xuyang Diao, Huiqun Yu, Kang Yang, Liqiong Chen. Software Defect Prediction via Attention-Based Recurrent Neural Network. Scientific Programming, 2019: **:1-**:14.(SCI:001, EI:20**6)
[28] Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen. Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture. Peer-to-Peer Networking and Applications, 2019. (SCI检索, EI:20**9)
[29] Kai Shi, Huiqun Yu, Guisheng Fan, Jianmei Guo,Liqiong Chen, Xingguang Yang,Huaiying Sun.. Mutation with Local Searching and Elite Inheritance Mechanism in Multi-objective Optimization Algorithm: A Case Study in Software Product Line.International Journal of Software Engineering and Knowledge Engineering, 2019. (SCI检索, EI检索)
[30] Xiang Ji, Huiqun Yu, Guisheng Fan, Huaiying Sun, Liqiong Chen. Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks. Mobile Information Systems,2018: **:1-**:15 (2018) (SCI:001, EI:20**2)
[31] Huiqun Yu, Kai Shi, Jianmei Guo, Guisheng Fan, Xingguang Yang, Liqiong Chen. Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study. COMPSAC (1) 2018: 54-63.(EI:20**7)
[32] Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen. A Load-Balanced Approach to Time Efficient Resource Scheduling in SDN-Enabled Data Center. COMPSAC (2) 2018: 216-221. (EI:20**5)
[33] Huiqun Yu, Cunbin Deng, Guisheng Fan, Liqiong Chen, Huaiying Sun. An Efficient Approach to Forecasting Monthly Calls for Repair from Gas Consumers. COMPSAC (2) 2018: 725-730. (EI:20**8)
[34] Guisheng Fan, Huiqun Yu, Liqiong Chen, Dongmei Liu. Certificate based dynamic access control strategy for service composition. Information, 14(12), pp. 3973-3980, 2011. (SCI: 896SR)
[35] Guisheng Fan, Huiqun Yu, Liqiong Chen, Tong Ruan. An approach to analyzing time constrained service composition. Journal of Computers, 6(8), pp. 1723-1731, 2011. (EI: 201**)
部分主持项目：
[1]信息物理融合系统的容错模型及其动态策略研究，国家基金青年项目，20万，2018.1-2020.12
[2] 基于大数据的建筑工程分包价格评估模型构建，联盟计划，50万，2018.5-2019.11
[3] 服务组合风险评估模型与验证技术研究，上海市教委创新项目，8万，2012.1-2014.12
[4]地铁屏蔽门DCU控制系统设计与开发，企业，15万，2013.1-2013.12
[5]监狱人员定位与监控系统设计与开发，企业，15万，2013.1-2013.12
[6]基于物联网的矿井信息综合系统研究与开发,企业，10万，2013.1-2013.12
[7]云计算的性能测试技术与分析平台设计,企业，10万，2013.1-2013.12
[8]筑巢e系统设计与开发，企业，25万，2010.1-2011.12


社会学术团体兼职


主要研究方向

软件工程，目前从事的大数据、边缘云、信息物理融合等领域相关系统设计与开发

近3年指导研究生的就业情况