长春工业大学计算机科学与工程学院
硕士研究生导师信息表

姓名
赵佳
性别
男



学位
博士
出生年月
1982.4

职称
副教授
职务


电子邮箱
zhaoj@ccut.edu.cn

社会兼职
IEEE Mobile Cloud 2016；IEEE Mobile Cloud 2017；IEEE Mobile Cloud 2018；ICCAT' 2015 ；ICSPDM' 2015 ；IoT - CT 2015；WSCAR'2015；WSCAR' 2016；ICARCAD 2017等编委；The Journal of Supercomputing审稿人。

主讲本科课程
JSP 语言程序设计

主讲研究生课程
云计算；海量数据分析

研究方向
分布式系统；云计算；移动云计算；大数据分析；

在云计算方向上主要从事云计算的虚拟化技术、虚拟机动态迁移的机制和策略等方面的研究。在移动云计算方面主要从事移动云计算模型的建立与部署方法的研究。在大数据方向上主要从事数据分析的工作，从机器学习、深度学习的角度，基于监督学习或无监督学习的数据分析与预测等。

学习与工作
经历
2000.9-2004.7，吉林农业大学计算机科学与技术专业，本科生，获工学学士学位
2005.9-2007.7，吉林大学计算机系统结构，硕士研究生，获工学硕士学位
2008.9-2013.7，吉林大学计算机系统结构，博士研究生，获工学博士学位
2016.4-2018.7，葡萄牙米尼奥大学信息学院，博士后
2013.6-2014.6，英国牛津大学，项目交流
2013.9-至今，长春工业大学，教师
2013.9-2015.7，长春工业大学，讲师
2015.9被评为副教授

科研项目
1、云存储中大数据事务处理的弹性负载均衡方法（**），吉林省教育厅研究项目，2016.1-2018.12,5万.主持。
2、“MONICA”Mobile Cloud Computing: Networks Services and Architecture（FP7-PEOPLE-2011- IRSES），欧盟第七框架计划（FP7）境外合作科研项目：2011.1-2013.12，参加人。
3、网格环境下基于数据交换区的作业分配与再调度（**），国家自然科学基金项目，2011.1-2013.12，33万，参加人。
4、CPS系统体系结构、平台集成与实验床（2011AA010101），“863”计划项目，2011.1-2013.12，93万，参加人。
5、云计算环境下的虚拟资源调度算法研究，吉林省教育厅应用研究项目，2011.03-2013.12，4万，参加人。
6、移动平台综合地球物理数据处理与集成系统（SinoProbe-09-01-03），国家公益性行业科研专项子课题，2011.1-2012.12，1017万，参加人。
7、面向服务的网构软件开发平台关键技术研究（**），吉林省科技厅自然科学基金项目，2010.01.01-2012.12，6万，参加人。
8、云计算资源规划策略与算法研究（**），吉林省科技厅自然科学基金项目，2010.01.01-2012.12，6万，参加人。
9、基于OSGi的构件技术开发平台（**），吉林省教育厅应用研究项目，2010.10-2012.10，4万，参加人。
10、多步入侵警报的综合关联系统（**），国家自然科学基金项目，2009.1-2011.12，34万，参加人。
11、网格应用程序执行性能的动态监控与预报（**），国家自然科学基金项目，2005.1-2007.12，23万，参加人。


学术成果
1、Jia Zhao, Kun Yang, Xiaohui Wei, Yan Ding, Liang Hu, *Gaochao Xu, “A Heuristic Clustering-based Task Deployment Approach for Load Balancing Using Bayes Theorem in Cloud Environment”, IEEE Transaction on Parallel and Distributed Systems, 27(2): 305-316, 2016. (SCI JCR Q1 DE8ZM 001 IF 2.749)
2、Jia Zhao, Jia Sun, Yunan Zhai, et al. A Novel Clustering-Based Sampling Approach for Minimum Sample Set in Big Data Environment. International Journal of Pattern Recognition and Artificial Intelligence, 32(2): **, 2018. (DOI: 10.1142/S02**039, SCI IF 0.994)
3、Gaochao Xu, Yan Ding, Yuqiang Jiang, Ming Hu, *Jia Zhao, A Novel Distributed Recommendation Framework Using Big Data in Social Context, International Journal of Pattern Recognition and Artificial Intelligence, 31(7): **, 2017. (DOI: 10.1142/S02**157, SCI IF 0.994)
4、Jia Zhao, Shumao Ou, Liang Hu, Yan Ding, Gaochao Xu, “A Heuristic Placement Selection Approach of Partitions of Mobile Applications in Mobile Cloud Computing Model based on Community Collaboration”, Cluster Computing, 20(4) 2017, 3131-3146. (SCI IF 2.040)
5、Yan Ding, Gaochao Xu, Chunyi Wu, Liang Hu, Yunan Zhai, Jia Zhao*, “Explore virtual machine deployment to mobile cloud computing for multi-tenancy and energy conservation in wireless network”, Cluster Computing, 20(4) 2017, 3263-3274. (SCI IF 2.040)
6、Zelei Liu, Liang Hu, Chunyi Wu, Yan Ding, Jia Zhao*, “A novel trajectory similarity–based approach for location prediction”, International Journal of Distributed Sensor Networks, 2016, 12(11). (SCI IF 1.239)
7、Zelei Liu, Liang Hu, Chunyi Wu, Yan Ding, Quangang Wen, Jia Zhao*, “A novel process-based association rule approach through maximal frequent itemsets for big data processing”, Future Generation Computer Systems. ( doi.org/10.1016/j.future.2017.08.017 SCI IF 3.997)
8、Gaochao Xu, Yan Ding, Chunyi Wu, Yunan Zhai, Jia Zhao*, Explore Maximal Frequent Itemsets for Big Data Pre-processing based on Small Sample in Cloud Computing, Proceeding of the 8th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, pp. 235-239, 2016.
9、Xu Xu, Jia Zhao, Gaochao Xu, Yan Ding, and Yunmeng Dong, “DSMC: A Novel Distributed Store-Retrieve Approach of Internet Data Using MapReduce Model and Community Detection in Big Data”, International Journal of Distributed Sensor Networks, 2014(2014): 430848 (SCI JCR Q3 AU7AK 001 EI(JA) 20**1)
10、Yunan Zhai, Ming Hu, Jia Zhao, An Energy-efficient Task Scheduling Approach based on Firefly Algorithm, Journal Residuals Science & Technology, 13(8), 2017. (SCI Online)
11、Gaochao Xu, Yan Ding, Shumao Ou, Liang Hu and Jia Zhao*, “A ‘Follow-Me’Computing Scheme based on Virtual Machine Movement for QoS Improvement in Mobile Cloud Computing Environments”, Computer Modelling and New Technologies, 18(4): 74-81, 2014. (EI(JA) 20**4)
12、Gaochao Xu, Yunmeng Dong, Xiaodong Fu, Yan Ding, Peng Liu and Jia Zhao*, “A Heuristic Task Deployment Approach for Load Balancing”, Computer Modelling and New Technologies, 18(4): 31-36, 2014. (EI(JA) 20**7)
13、Gaochao Xu, Peng Liu, Xiaodong Fu, Yunmeng Dong, Jia Zhao and *Yan Ding, “A Novel Task Deployment Approach Based on Graph Theory for Power Saving”, Computer Modelling and New Technologies, 18(5): 73-78, 2014. (Index EI(JA) 3)
14、Gaochao Xu, Yushuang Dong, Bingyi Sun, Xiaodong Fu, and Jia Zhao, “An approach of VM image customized through Linux from scratch on cloud platform”, Computer Modelling and New Technologies, 18(4): 62-67, 2014. (Index by EI(JA) 20**2)
15、Jia Zhao, Liang Hu, Yan Ding, Gaochao Xu, Ming Hu. “A Heuristic Placement Selection of Live Virtual Machine Migration for Energy-saving in Cloud Computing Environment”, PLOS ONE, 9(9): e108275, 2014. (SCI JCR Q1 AQ0SJ 105 IF 3.534 )
16、Jia Zhao, Liang Hu, Yan Ding, Gaochao Xu, Yushuang Dong, Xiaodong Fu, “A Location Selection Policy of Live Virtual Machine Migration for Power Saving and Load Balancing”, The Scientific World Journal,2013 (SCI JCR Q1 261BJ 001 IF 1.732)
17、Liang Hu, Jia Zhao, Gaochao Xu, Yan Ding, Jianfeng Chu, “HMDC: Live Virtual Machine Migration Based on Hybrid Memory Copy and Delta Compression”, Applied Mathematics & Information Science, 7(2), 639-646,2013 (SCI JCR Q3 241CR 038 IF 1.232)
18、Gaochao Xu, Yan Ding, Jia Zhao*, Liang Hu, Xiaodong Fu ,“A Novel Artificial Bee Colony Approach of Live Virtual Machine Migration Policy Using Bayes Theorem”, The Scientific World Journal, 2013. (SCI JCR Q1 276RO 001 IF 1.732)
19、Jia Zhao, Liang Hu, Gao chao Xu, Decheng Chang, Yan Ding, Xiaodong Fu, “A Fast Live Migration Algorithm of Virtual Machine with CPU Scheduling”, Proceedings of The 2013 International Conference on Grid & Cloud Computing and Applications, 111-117, 2013 (SCI published TOP35 0.71)
20、Gaochao Xu, Yushuang Dong, Kun Yang, Xiaodong Fu, Jia Zhao*, “Deployment of Customized Virtual Machine on Cloud Platform”, Proceedings of The 19th International Conference on Parallel and Distributed Processing Techniques and Applications, 2013 (SCI published TOP20 0.84)
21、Jia Zhao, Liang Hu, Gaochao Xu, Yan Ding and Jianfeng Chu, “A survey on green computing based on cloud environment”, International Journal of Online Engineering, 9(3): 27-33, July 2013. (Index by EI(JA) 20**8)
22、Gaochao Xu, Yushuang Dong, Xiaodong Fu, Yan Ding, Xu Xu, Jia Zhao*, “Rapid Virtual Machine Deployment Approach on Cloud Platform”, Journal of Computational Information Systems, 9(18): 7381-7388, 2013. (EI(JA) 20**9)
23、Gaochao Xu, Yan Ding, Liang Hu, Xiaodong Fu, Jia Zhao*, Hao Yan, Jianfeng Chu, “Research on Mobile Cloud Computing”, Journal of Convergence Information Technology, 8(8): 341-348.
24、Gaochao Xu, Yushuang Dong, Xiaodong Fu, Yan Ding, Jia Zhao* and Xinzhong Liu, “An Approach for Domain Reduction with Data Dependence in Mutation testing”, Journal of Software, 8(6): 1511-1517, 2013. (EI(JA) 20**6)
25、Gaochao Xu, Yan Ding, Jia Zhao*, Liang Hu and Xiaodong Fu, “Research on the Internet of Things (IoT)”Sensors & Transducers Journal, 159(12): 463-471, 2013. (EI(JA) 20**8)
26、Gaochao Xu, Yan Ding, Xu Xu, Yushuang Dong, Jia Zhao, Yunmeng Dong*, “A Heuristic Location Selection Strategy of Virtual Machine Based On the Residual Load Factor”, Journal of Computational Information Systems, 9(18): 7389-7396, 2013. (EI(JA) 20**0)
27、Liang Hu, Jia Zhao, Gaochao Xu, Yan Ding, Jianfeng Chu, “A Survey on Data Migration Management in Cloud Environment”, Journal of Digital Information Management, 10(5): 324-331, October 2012. (EI(JA) 250)
28、Liang Hu, Jia Zhao, Gaochao Xu, Decheng Chang, Jianfeng Chu, “A Fast Convergent Live Migration of Virtual Machine”, Journal of Information &Computational Science, 9(15): 4405-4412, 2012. (Index by EI(JA) 20**5)
29、Liang Hu, Jia Zhao, Xiaodong Fu, Lin Lin, Jianfeng Chu, “LTS: An Improved Self-Adaptive Data Replication Strategy for File Sharing in Grid”, Sensors & Transducers Journal, 16(SI): 52-60, 2012. (Index by EI(JA) 20**5)
30、Liang Hu, Lin Lin, Jia Zhao, Xilong Che, Xiaohui Wei, Optimisation to the Execution Performance of Grid Job based on Distributed File System, International Journal of Parallel, Emergent and Distributed Systems, 27(2): 109-121, 2012. (EI(JA) 004)
31、Liang Hu, Lin Lin, Jia Zhao, Research on Performance Optimization for Grid Application Using Distributed File System, Proceedings of The 5th International Conference on Frontier of Computer Science and Technology (FCST 2010), Changchun, China, FCST 2010, p 3-8, 2010 (EI(CA) 482)
32、Liang Hu, Lin Lin, Jia Zhao, PFSC: A Research on Public File Scan and Certificate in Grid, Proceedings of the Eighth International Conference on Machine Learning and Cybernetics, Baoding, China, pp 3574-3578, 2009. (EI(CA) 789)

奖励与荣誉
1.项目“大规模网络入侵警报关联的关键机理研究与应用”，中国商业联合会，中国商业联合会科学技术奖全国商业科技进步奖，一等奖，2012。
2. 项目“基于身份加密关键机理研究与应用”，中国商业联合会，中国商业联合会科学技术奖全国商业科技进步奖，一等奖，2011。