姓名：卢清华
性别：女

民族：汉
办公电话：

职务：
职称：副教授

电子邮箱：dr.qinghua.lu@gmail.com

个人简介：2009年3月到2012年8月在澳大利亚新南威尔士大学(世界排名2012年第52位)攻读计算机科学与工程专业哲学博士学位。2012年8月完成博士论文。2013年正式获得澳大利亚新南威尔士大学哲学博士学位。攻读博士期间在新南威尔士大学任助教一职。2012年9月至2013年5月在澳大利亚国家信息与通信技术研究中心担任研究员。2013年5月至今在澳大利亚国家信息与通信技术研究中心担任访问研究员。近十年来一直从事软件工程、云计算、大数据、服务组合、分布式系统管理等领域的教学和研究工作，主持承担中国国家自然科学基金（青年基金）1项，澳大利亚国家重点科研项目2项，自主创新科研计划项目2项，校科研启动基金1项，校科研发展基金1项，横向项目1项。共发表独立作者英文专著2部，英文国际期刊与会议论文60余篇。2014年完成的项目“云端大型应用系统可靠性研究”荣获黄岛区自然科学奖二等奖（厅局级）。2014年入选智岛计划紧缺人才。


研究领域
大数据部署架构及流程，云计算可靠性，软件工程，服务计算，分布式系统管理，
科研项目
2015.01 –2017.12, 国家自然科学基金, 跨组织大数据部署方法研究 ，基金号 No. **

2016.01 – 2018.12，中央高校基础经费，基于容器技术的大数据持续部署方法研究，基金号No. 16CX02047A

2016.01 – 2016.12, 中国石油大学2016年本科生国际交流基金项目

2014.01 –2016.12, 中国石油大学科研启动经费, 基金号No. Y**

2014.01 –2015.12, 以数据为中心大数据部署平台, 中央高校基础经费，基金号No. 14CX02140A

2012.09-2016.06,作为项目骨干承担澳大利亚国家重点科研项目'Dependable Cloud Computing' (项目总投资约240万澳元）

2009.03-2012.09,作为项目骨干承担澳大利亚国家重点科研项目'Business Adaptation and Interoperation' (项目总投资约200万澳元)

论文及著作
专著：
1.Qinghua Lu, Business-Driven Adaptation Decision-Making for SOA Systems, Lambert Academic Publishing, 978-3-659-51496-8, 08 January 2014. （独立作者英文专著）
2.Qinghua Lu, JARTOS: A Real-Time Operating System in Java, Lambert Academic Publishing, 978-3-8484-3060-4, 06 March 2012. （独立作者英文专著）
3.Vladimir Tosic, Rasangi Pumudu Karunaratne, Qinghua Lu, “Specification of Context for Management of Service-Oriented Systems with WS-Policy4MASC”, in Leung, H.-F., Chiu, D.K.W., Hung, P.C.K. (eds.) “Service Intelligence and Service Science: Evolutionary Technologies and Challenges”, IGI Global, 2011, pp. 172-200.
期刊
4.Dongyao Wu, Sherif Sakr, Liming Zhu, Qinghua Lu, “HDM: A Composable Framework for Big Data Processing,” accepted by IEEE Transactions on Big Data, 2016.
5.Min Fu, Liming Zhu, Daniel Sun, Anna Liu, Len Bass, Qinghua Lu, “Runtime Recovery Actions Selection for Sporadic Operations on Public Cloud,” accepted by Software: Practice and Experience, 2016. （SCI三区）
6.Weishan Zhang, Pengcheng Duan, Qinghua Lu, Wenjuan Gong, Yang Su, “Resource Requests Prediction in the Cloud Computing Environment with a Deep Belief Network,” accepted by Software: Practice and Experience, 2016. （SCI三区）
7.Qinghua Lu, Shanshan Li, Weishan Zhang, “A Genetic Algorithm based Job Scheduling Model for Big Data Analytics,” accepted by EURASIP Journal on Wireless Communications and Networking, 2016. （SCI四区）
8.Weishan Zhang, Shouchao Tian, Feng Xia, Xiufeng Chen, Zhongwei Li, Qinghua Lu, Su Yang, “A Survey on Decision Making for Task Migration in Mobile Cloud Environments,” in Personal and Ubiquitous Computing, Volume 20, Issue 3, pp. 295-309, June 2016.（SCI三区）
9.Dongyao Wu, Liming Zhu, Xiwei Xu, Sherif Sakr, Daniel Sun, Qinghua Lu, “Building Pipelines for Heterogeneous Execution Environments for Big Data Processing,” in IEEE Software, Volume 33, Issue 2, pp. 60-67, 26 February 2016.（SCI三区）
10.Weishan Zhang, Liang Xu, Zhongwei Li, Qinghua Lu, Yan Liu, “A Deep Intelligence Framework for Online Video Processing,” in IEEE Software, Volume 33, Issue 2, pp. 44-51, 18 February 2016. (SCI 三区)
11.Daniel Sun, Min Fu, Liming Zhu, Guoqiang Li, Qinghua Lu, “Non-intrusive Anomaly Detection with Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS,” in IEEE Transactions on Emerging Topics in Computing, Volume PP, Issue 99, pp. 1-1, 12 January 2016. (SCI四区)
12.Weishan Zhang, Pengcheng Duan, Wenjuan Gong, Qinghua Lu, Su Yang, “A Load-Aware Pluggable Cloud Framework for Real-time Video Processing,” in IEEE Transactions on Industrial Informatics , Volume PP, Issue 99, pp. 1-1, 2 May 2016. (SCI四区)
13.Qinghua Lu, Zheng Li, Weishan Zhang, Laurence T. Yang, “Autonomic Deployment Decision Making for Big Data Analytics Applications in the Cloud,” in Soft Computing, Springer, pp. 1-12, 19 November 2015. (SCI四区)
14.Weishan Zhang, Pengcheng Duan, Zhongwei Li, Qinghua Lu, Wenjuan Gong, Su Yang, “A Deep Awareness Framework for Pervasive Video Cloud,” in IEEE Access, Volume 3, pp. 2227-2237, 2 November 2015. (SCI四区)
15.Qinghua Lu, Xiwei Xu, Len Bass, Liming Zhu, Weishan Zhang, “A Tail-Tolerant Cloud API Wrapper,” in IEEE Software, Volume 32, Issue 1, pp. 76-82, 4 February 2015. (SCI三区)
16.Qinghua Lu, Zheng Li, Maria Kihl, Liming Zhu, Weishan Zhang, “CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud,” in IEEE Access, Volume 3, pp. 1944-1952, 13 October 2015. (SCI四区)
17.Qinghua Lu, Liming Zhu, Xiwei Xu, Vladimir Tosic, Dipesh Chauhan, Weishan Zhang, Daniel Sun, “A Unified Business-Driven Cloud Management Framework,” in IEEE Transactions on Services Computing, Volume PP, Issue 99, pp. 1-1, 21 May 2015.（SCI软件工程小类一区）
18.Weishan Zhang, Liang Xu, Pengcheng Duan, Wenjuan Gong, Qinghua Lu, Su Yang, “A Video Cloud Platform Combing Online and Offline Cloud Computing Technologies,” in Personal and Ubiquitous Computing, Volume 19, Issue 7, pp. 1099-1110, 1 October 2015.（SCI三区）
19.Qinghua Lu, Xiwei Xu, Weishan Zhang, Liming Zhu, Shanshan Li, “Business-Driven Process Fragment Selections in RESTful Business Processes,” in International Journal of u-and e-Service, Science and Technology, Volume 8, Issue 1, pp. 173-188, 1 August 2015. （EI）
20.Weishan Zhang, Shouchao Tan, Qinghua Lu, Xin Liu, Wenjuan Gong, “A Genetic Algorithm Based Approach for Task Migration in Pervasive Clouds” in International Journal of Distributed Sensor Networks, Volume 2015, Issue 14, 1 January 2015. (SCI四区)
21.Kewen Li, Chenxi Chen, Wenying Liu, Xianghua Fang, Qinghua Lu, “Software Defect Prediction Using Fuzzy Integral Fusion Based on GA-FM,” in Wuhan University Journal of Natural Sciences, Volume 19, Issue 5, pp. 405-408, 11 September 2014.
22.Qinghua Lu, Shanshan Li, Weishan Zhang, “A Survey on Adaptation Decision-Making of Business Processes and the Affected Web Service Compositions,” in Computer Modelling and New Technology, Volume 18, Issue 12, pp. 1302-1308, 1 November 2014.（EI）
23.Xiwei Xu, Xin Ye, Liming Zhu, and Qinghua Lu, “Role Network Model-based Support for RESTful Business Processes,” in Data & Knowledge Engineering, Volume 94, pp. 38-64, 28 August 2014.（SCI三区）
24.Weishan Zhang, Licheng Chen, Xin Liu, Qinghua Lu, Peiying Zhang, Yang Su, “An OSGi-Based Flexible and Adaptive Pervasive Cloud Infrastructure,” in Science China: Information Sciences, Volume 57, Issue 3, pp. 1-11, 15 June 2014. （SCI四区）
25.Qinghua Lu, Phillip J. McKerrow, Zhiquan Zhou, “Design and Performance of a Minimal Real-Time Operating System in a Safe Language: Experience with Java on the Sun SPOT,” in Journal of Software, Volume 7, Issue 8, pp. 1835-1844, 1 January 2012. (EI)
会议论文
26.Qinghua Lu, Liming Zhu, He Zhang, Dongyao Wu, Zheng Li and Xiwei Xu, “MapReduce Job Optimization: A Mapping Study,” in Proceedings of International Conference on Cloud Computing and Big Data (CCBD’15), Shanghai, China, 4-6 November 2015, pp. 81-88.
27.Qinghua Lu, Shanshan Li, Weishan Zhang, “Genetic Algorithm based Multi-Job Scheduling Model for Big Data Analytics,” in Proceedings of International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’15), Beijing, China, 29 October-1 November 2015, pp. 33-38.
28.Dongyao Wu, Sherif Sakr, Liming Zhu, and Qinghua Lu, “Composable and Efficient Functional Big Data Processing Framework,” in Proceedings of 2015 IEEE International Conference on Big Data(Big Data’15), Santa Clara, United States , 29 October-1 November 2015, pp. 279-286.
29.Min Fu, Liming Zhu, Daniel Sun, Anna Liu, Len Bass and Qinghua Lu, “Runtime Recovery Actions Selection for Sporadic Operations on Clouds,” in Proceedings of 2015 24th Australasian Software Engineering Conference (ASWEC’15), Adelaide, Australia, 28 October 2015, pp. 185-194.
30.Weishan Zhang, Xin Meng, Zhongwei Li, Qinghua Lu, Shouchao Tan, “Emotion Recognition in Speech Using Multi-classification SVM,” in Proceedings of 2015 IEEE International Conference on Internet of People (IoP’15), Beijing, China, 10-14 August 2015.
31.Qinghua Lu, Shanshan Li, Weishan Zhang, “A Performance Prediction Model for Deployment of Geo-Distributed Big Data Processing,” in Proceedings of the IEEE International Conference on Cloud and Big Data Computing (CBDCom’15), Beijing, China, 10-14 August 2015.
32.Weishan Zhang, Pengcheng Duan, Qinghua Lu, “Towards a Load-Aware Scheduling Framework for Realtime Video Cloud,” in Proceedings of 2015 International Conference on Identification, Information, and Knowledge in the Internet of Things (IIKI’15), Beijing, China, October 2015, pp. 1-6.
33.Qinghua Lu, Liming Zhu, Xiwei Xu, Len Bass, Shanshan Li, Weishan Zhang, Ning Wang, “Mechanisms and Architectures for Tail-tolerant System Operations in Cloud,” in Proceedings of the 6th USENIX conference on Hot Topics in Cloud Computing(HotCloud’14), Philadelphia, United States, 17-18 June 2014.
34.Weishan Zhang, Liang Xu, Pengcheng Duan, Qinghua Lu, “A Video Cloud Platform Combing Online and Offline Cloud Computing Technologies,” in Proceedings of 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’14), Beijing, China, 17-18 October 2014, pp. 1099-1110.
35.Weishan Zhang, Pengcheng Duan, Qinghua Lu, Xin Liu, “A Realtime Framework For Video Object Detection With Storm,” in Proceedings of the 2014 International Symposium on UbiCom Frontiers - Innovative Research, Systems and Technologies (UFirst’14), Bali, Indonesia, 9-12 December 2014, pp. 732-737.
36.Weishan Zhang, Wenshan Wang, Pengcheng Duan, Qinghua Lu, “Online Multiperson Tracking and Counting with Cloud Computing,” in Proceedings of 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’14), Beijing, China, 17-18 October 2014, pp. 72-75.
37.Weishan Zhang, Liang Xu, Pengcheng Duan, Wenjuan Gong, Xin Liu, Qinghua Lu, “Towards a High Speed Video Cloud Based on Batch Processing Integrated with Fast Processing,” in Proceedings of 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’15), Beijing, 17-18 October 2014, pp. 28-33.
38.Kewen Li, Wenrong Zhang, Qinghua Lu, Xianghua Fang, “An Improved SMOTE Imbalanced Data Classification Method Based on Support Degree,” in Proceedings of the 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’14), Beijing, China, 17-18 October 2014, pp. 34-38.
39.Weishan Zhang, Shouchao Tian, Qinghua Lu, Yin Liu, “Towards a Genetic Algorithm Based Approach for Task Migrations,” in Proceedings of 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’14), Beijing, China, 17-18 October 2014, pp. 182-187.
40.Weishan Zhang, Wenshan Wang, Pengcheng Duan, Xin Liu, Qinghua Lu, “Online Multiperson Tracking and Counting with Cloud Computing,” in Proceedings of the 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI’14), Beijing, China, 17-18 October 2014, pp. 72-75.
41.Weishan Zhang, Licheng Chen, Qinghua Lu, Peiying Zhang, Su Yang, “Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure,” in Proceedings of the 2013 International Conference on Service Oriented Computing (ICSOC’13), Berlin, Germany, 2-5 December 2013, pp. 505-514.
42.Qinghua Lu, Liming Zhu, Len Bass, Xiwei Xu, Zhanwen Li, Hiroshi Wada, “Cloud API Issues: an Empirical Study and Impact,” in Proceedings of Ninth International ACM Sigsoft Conference on the Quality of Software Architecture (QoSA’13), Vancouver, Canada,17 June 2013, pp. 23-32.
43.Qinghua Lu, Xiwei Xu, Liming Zhu, Len Bass, Zhanwen Li, Sherif Sakr, Paul L. Bannerman, Anna Liu, “Incorporating Uncertainty into in-Cloud Application Deployment Decisions,” in Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD’13), Santa Clara, United States, 28 June- 3 July 2013, pp. 454-461.
44.Zhanwen Li, Qinghua Lu, Liming Zhu, Len Bass, Xiwei Xu, Sherif Sakr, Paul L. Bannerman, “Improving Availability for Cloud-Based Applications through Deployment Choices,” in Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD’13), Santa Clara, United States, 28 June-3 July 2013, pp. 43-50.
45.Xiwei Xu, Qinghua Lu, Liming Zhu, Zhanwen Li, Sherif Sakr, Hiroshi Wada, and Ingo Weber, “Availability Analysis of Cloud-based Applications Using Stochastic Reward Nets,” in Proceedings of 4th International ACM SIGSOFT Symposium on Architecting Critical Systems (ISARCS’13), Vancouver, Canada, 17-21 June 2013.
46.Xiwei Xu, Liming Zhu, Jim Li, Len Bass, Qinghua Lu, Min Fu, “Modeling and Analysing Operation Processes for Dependability,” in Proceedings of 2013 43rd Annual IEEE/IFIP International conference on Dependable Systems and Networks (DSN’13), Budapest, Hungary, 24-27 June 2013, pp. 1-2.
47.Weishan Zhang, Licheng Chen, Qinghua Lu, Yuan Rao, Jiehan Zhou, “Towards an OSGi Based Pervasive Cloud Infrastructure,” in Proceedings of the Green Computing and Communications (GreenCom’13), 2013 IEEE and Internet of Things (iThings’13), IEEE International Conference on and IEEE Cyber, Physical and Social Computing (CPSCom’13), Beijing, China, 20-23 August 2013, pp. 418-425.
48.Weishan Zhang, Xin Meng, Qinghua Lu, Yuan Rao, Jiehan Zhou, “A Hybrid Emotion Recognition on Android Smart Phones,” in Proceedings of the Green Computing and Communications (GreenCom’13), 2013 IEEE and Internet of Things (iThings’13), IEEE International Conference on and IEEE Cyber, Physical and Social Computing(CPSCom’13), Beijing, China, 20-23 August 2013, pp. 1313-1318.
49.Zhanshan Zhang , Xin Meng, Peiying Zhang, Weishan Zhang, Qinghua Lu, “Hybrid Emotion Recognition Using Semantic Similarity,” in Proceedings of the 2013 International Workshop on Engineering Service-Oriented Applications (WESOA’13), Berlin, Germany, 2-5 December 2013, pp. 515-526.
50.Qinghua Lu, Xiwei Xu, Vladimir Tosic, and Liming Zhu, “Application of Business-Driven Decision Making to RESTful Business Processes,” in Proceedings of the 10th International Conference on Service Oriented Computing (ICSOC’12), Shanghai, China, 12-15 November 2012, pp. 404-419.
51.Xiwei Xu, Ingo Weber, Liming Zhu, Yan Liu, Pual Rimba, Qinghua Lu, “BPMashup: Dynamic Execution of RESTful Processes,” in Proceedings of 2012 International Conference on Service Oriented Computing(ICSOC’12), Shanghai, China, 12-15 November 2012, pp. 447-450.
52.Qinghua Lu, Vladimir Tosic, and Paul L. Bannerman, “Support for the Business Motivation Model in the WS-Policy4MASC Language and MiniZnMASC Middleware,” in Proceedings of the 2011 9th International Conference on Service Oriented Computing(ICSOC’11), Paphos, Cyprus, 5-8 December 2011, pp. 265-279.
53.Qinghua Lu, “Autonomic Business-Driven Decision Making for Adaptation of Web Service Compositions,” in Proceedings of The 7th IEEE World Congress on Services (SERVICES’11), Washington, United States, 4-9 July 2011, pp. 73-76.
54.Vladimir Tosic, Paul L. Bannerman, Nahid Ebrahimi Nejad and Qinghua Lu, “Extending WS-Policy4MASC Language and MiniZnMASC Middleware with BMM Business Motivation,” in Proceedings of the 8th ACM International Conference on Autonomic Computing (ICAC’11), Karlsruhe, Germany, 14-18 June 201, pp. 189-190.
55.Qinghua Lu and Vladimir Tosic, “Using MiniZnMASC Middleware with Different Algorithms for Business-Driven Management of Business Processes,” in Proceedings of IEEE International Symposium on Policies for Distributed Systems and Networks 2011 (POLICY’11), Pisa, Italy, 6-8 June 2011, pp. 188-190.
56.Qinghua Lu and Vladimir Tosic, “Support for Concurrent Adaptation of Multiple Web Service Compositions to Maximize Business Metrics,” in Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management (IM’11), Dublin, Ireland, 23-27 May 2011, pp. 241-248.
57.Qinghua Lu, Xiwei Xu, Vladimir Tosic, Jacky Keung, Liming Zhu, “Integration of RESTfulBP with BDIM Decision Making,” in Proceedings of the ACM 11th International Middleware Conference (MIDDLEWARE’11) – Poster and Demo Track, Bangalore, India, 29 November-3 December 2010, pp. 5-8.
58.Qinghua Lu and Vladimir Tosic, “MiniMASC: A Framework for Diverse Autonomic Adaptations of Web Service Compositions,” in Proceedings of the 7th International Conference on Autonomic and Trusted Computing (ATC’10) - Symposia and Workshops, Xi’an, China, 26 October 2010, pp. 460-468.
59.Qinghua Lu and Vladimir Tosic, “MiniMASC+MiniZinc: An Autonomic Business-Driven Decision Making Middleware for Adaptations of Web Service Compositions,” in Proceedings of the 7th International Conference on Autonomic and Trusted Computing (ATC’10) - Symposia and Workshops, Xi’an, China, 26 October 2010, pp. 474-477.
60.Qinghua Lu and Vladimir Tosic, “An Analysis of Patents from the Business-Driven IT Management Research Community,” in Proceedings of the 2010 IEEE/IFIP Network Operations and Management Symposium Workshops (NOMS’10), Osaka, Japan, 19-23 April 2010, pp. 149-156.
61.Li Chen, Phillip J. McKerrow, and Qinghua Lu, “Developing Real-time Applications with Java Based Sun SPOT,” in Proceedings of the 2008 Australian Conference on Robotics and Automation, Canberra, Australia, 3-5 December 2008.
62.Phillip J. McKerrow, Qinghua Lu, Zhiquan Zhou, and Li Chen, “Developing Real-time Systems in Java on Macintosh,” in Proceedings of the 2007 Apple University Consortium Conference, Gold Coast, Australia, 23-26 September 2007, pp. 1-9.
63.Phillip J. McKerrow, Qinghua Lu, Zhiquan Zhou, and Li Chen, “Software Development of Embedded Systems on Macintosh,” in Proceedings of the 2007 Apple University Consortium Conference, Gold Coast, Australia, 23-26 September 2007, pp. 1-9.
指导研究生情况
指导1名研究生毕业。现指导2名研究生。
获得荣誉
?2014年黄岛区自然科学奖二等奖（厅局级）
?2014年入选智岛计划紧缺人才
?2009-2012 澳大利亚国家博士研究生奖
?2009-2012 新南威尔士工程博士奖
?2009-2012 澳大利亚国家信息与通讯技术研究院项目奖
?2010-2012 澳大利亚商用化培训奖