6165金莎总站

赵佳

发稿时间:2019-04-16浏览次数:12

6165金莎总站

硕士研究生导师信息表

 

姓名

赵佳

性别

 

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 2016IEEE  Mobile Cloud 2017IEEE  Mobile Cloud 2018ICCAT' 2015 ICSPDM' 2015 IoT - CT 2015WSCAR' 2015WSCAR' 2016ICARCAD 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(2016347),吉林省教育厅研究项目,2016.1-2018.12,5.主持。

2MONICA Mobile   Cloud Computing: Networks Services and ArchitectureFP7-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(61073009),国家自然科学基金项目,2011.1-2013.1233万,参加人。

4CPS系统体系结构、平台集成与实验床(2011AA010101),“863”计划项目,2011.1-2013.1293万,参加人。

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,2011.03-2013.124万,参加人。

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,2011.1-2012.121017万,参加人。

7、面向服务的网构软件开发平台关键技术研究(20101525),吉林省科技厅自然科学基金项目,2010.01.01-2012.126万,参加人。

8、云计算资源规划策略与算法研究(20101533),吉林省科技厅自然科学基金项目,2010.01.01-2012.126万,参加人。

9基于OSGi的构件技术开发平台(2010085),吉林省教育厅应用研究项目,2010.10-2012.104万,参加人。

10、多步入侵警报的综合关联系统(60873235),国家自然科学基金项目,2009.1-2011.1234万,参加人。

11、网格应用程序执行性能的动态监控与预报(60473099),国家自然科学基金项目,2005.1-2007.1223万,参加人。

 

学术成果

1Jia 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 000370925200001 IF 2.749)

2Jia 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): 1850003, 2018. (DOI: 10.1142/S0218001418500039, SCI IF   0.994)

3Gaochao 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): 1759015, 2017. (DOI: 10.1142/S0218001417590157, 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)

5Yan 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)

6Zelei Liu, Liang   Hu, Chunyi Wu, Yan Ding, Jia Zhao*, A novel   trajectory similaritybased approach   for location prediction, International   Journal of Distributed Sensor Networks, 2016, 12(11). (SCI IF 1.239)

7Zelei 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)

8Gaochao 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   000345752700001  EI(JA) 20145100353291)

10Yunan Zhai, Ming   Hu, Jia Zhao, An Energy-efficient Task Scheduling Approach based on   Firefly Algorithm, Journal Residuals Science & Technology, 13(8),   2017. (SCI Online)

11Gaochao 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) 20142917954454)

12Gaochao 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)   20142917954447)

13Gaochao  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) 201447214773)

14Gaochao 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) 20142917954452)

15Jia 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   000342492700105 IF 3.534 )

16Jia 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    000327638400001 IF 1.732)

17Liang 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 000326144500038 IF 1.232)

18Gaochao 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 000328767600001 IF 1.732)

19Jia 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)

20Gaochao 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)

21Jia 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)   20133116560478)

22Gaochao 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)   20134416914519)

23Gaochao 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.

24Gaochao 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) 20132416421566)

25Gaochao 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) 20140917410758)

26Gaochao 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) 20134416914520)

27Liang 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)   20125015801250)

28Liang 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)   20130315909985)

29Liang 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) 20130916054315)

30Liang 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) 20121414925004)

31Liang 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) 20104213304482)

32Liang 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)   20094612446789)

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