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卢清华

 

 

发布时间:2015-11-24
姓名:卢清华
性别:
民族:
办公电话:86981972
职务:
职称:讲师
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1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40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. 61402533
•2014.01 –2016.12, 中国石油大学科研启动经费, 基金号No. Y1307021
•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主持完成澳大利亚国家科研项目"Autonomic Business-Driven Decision-Making for Adaptation of Service-Oriented Systems"(此项目为澳大利亚国家重点项目"Business Adaptation and Interoperation"的子项目,项目总投资约200万澳元)
论文及著作
专著:
1.Q. 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.Q. 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.V. Tosic, R.P. Karunaratne, R.P., Q. 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.Q. Lu, Z. Li, W. Zhang, L. T. Yang, “Autonomic Deployment Decision Making for Big Data Analytics Applications in the Cloud,” accepted by Soft Computing, Springer, 2015. (SCI三区)
5.Q. Lu, Z. Li, M. Kihl, L. Zhu, W. Zhang, “CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud,” accepted by IEEE Access, IEEE, 2015. (EI期刊)
6.Q. Lu, L. Zhu, X. Xu, V. Tosic, D. Chauhan, W. Zhang, D. Sun, "A Unified Business-Driven Cloud Management Framework," accepted by IEEE Transactions on Services Computing (TSC), 2015. (软件工程及信息系统领域顶级期刊,SCI二区)
7.Q. Lu, X. Xu, L. Bass, L. Zhu, W. Zhang, “Mechanisms for Tail-Tolerant Cloud Operations for Internet-based Software,” IEEE Software, 32(1), 2015. (软件工程领域顶级期刊,SCI二区)
8.W. Zhang, L. Xu, P. Duan, W. Gong, Q. Lu, S. Yang. A Video Cloud Platform Combing Online and O.ine Cloud Computing Technologies. Personal and Ubiquitous Computing. October 2015, Volume 19, Issue 7, pp 1099-1110.(SCI三区)
9.Q. Lu, X. Xu, W. Zhang, L. Zhu, S. Li, J. Zhang, “Business-Driven Process Fragment Selections in RESTful Business Processes,” International Journal of u-and e-Service, Science and Technology, 8 (1), 173-186,2015. (EI期刊)
10.W. Zhang, L. Xu, P. Duan, Q. Lu, Y. Liu, A Deep Intelligence Framework for Online Video Processing, IEEE Software, major changes, 2015. (SCI 二区)
11.D. Wu, L. Zhu, X. Xu, S. Sakr, Q. Lu, D. Sun, A Pipeline Framework for Heterogeneous Execution Environment of Big Data Processing, IEEE Software, major changes, 2015. (SCI 二区)
12.D. Sun, M. Fu, L. Zhu, G. Li, Q. Lu, “Non-intrusive Anomaly Detection with Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS,” accepted by IEEE Transactions on Emerging Topics in Computing, 2015. (SCI期刊)
13.W. Zhang, S. Tan, Q. Lu, X. Liu, W. Gong. A Genetic Algorithm Based Approach for Task Migration in Pervasive Clouds. Accepted by International Journal of Distributed Sensor Networks. 2015. (SCI期刊)
14.Q. Lu and V. Tosic, “A Survey on Adaptation Decision-Making of Business Processes and the Affected Web Service Compositions,” computer modelling and new technology, 18(12), 2014. (EI期刊)
15.X. Xu, X. Ye, L. Zhu, and Q. Lu, "Role network model-based support for RESTful business processes", Data & Knowledge Engineering, 94, 38-64, 2014. (SCI三区)
16.W. Zhang, L. Chen, X. Liu, Q. Lu, P. Zhang, Y. Su, “An OSGi-based flexible and adaptive pervasive cloud infrastructure,” in Science China: Information Sciences, Vol. 57, Issue: 032107(11), 2014. (SCI期刊)
17.Q. Lu, P.J. McKerrow, Z.Q. 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, Vol. 7, No. 8, 2012, Academy Publisher, pp. 1835-1844. (EI期刊)

会议论文
18.Q. Lu, L. Zhu, H. Zhang, D. Wu, Z. Li and X. Xu, “MapReduce Job Optimization: A Mapping Study”, in Proceedings of International Conference on Cloud Computing and Big Data (CCBD’15), Taipei, Taiwan: IEEE, 2015.
19.Q. Lu, S. Li, W. Zhang, A Genetic Algorithm based Multi-Job Scheduling Model for Big Data, accepted by International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2015), Beijing, China, IEEE.
20.D. Wu, S. Sakr, L. Zhu, and Q. Lu, "Composable and Efficient Functional Big Data Processing Framework," in IEEE International Conference on Big Data, Santa Clara, 2015. (大数据领域顶级会议)
21.M. Fu, L. Zhu, D. Sun, A. Liu, L. Bass and Q. Lu, Runtime recovery actions selection for sporadic operations on clouds, ASWEC 2015, pp. 10, Adelaide, Australia, October, 2015.
22.W. Zhang, X. Meng, Z. Li, Q. Lu, S. Tan. Emotion Recognition in Speech using multi-classification SVM. The IEEE International Conference on Internet of People (IoP 2015), Aug.10-14, Beijing, China.
23.S. Li, Q. Lu*, W. Zhang. A Performance Prediction Model for Deployment of Geo-Distributed Big Data Processing. The IEEE International Conference on Cloud and Big Data Computing (CBDCom 2015), Aug.10-14, Beijing, China.
24.Q Lu, L Zhu, X Xu, L Bass, S Li, W Zhang, N Wang, "Mechanisms and architectures for
tail-tolerant system operations in cloud," Proceedings of the 6th USENIX conference on Hot Topics in Cloud Computing, 18-18, 2014. (云计算领域顶级会议)
25.W. Zhang, L. Xu, P. Duan, Qinghua Lu. A Video Cloud Platform Combing Online and Offline Cloud Computing Technologies. 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2014), 17-18 October 2014, Beijing, China.
26.W. Zhang, P. Duan, Q. Lu. A Realtime Framework For Video Object Detection With Storm. The 2014 International Symposium on UbiCom Frontiers - Innovative Research, Systems and Technologies (UFirst 2014).
27.W. Zhang, W. Wang, P. Duan, Q. Lu. Online Multiperson Tracking and Counting with Cloud Computing. 2014 International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI 2014).
28.Q. Lu, L. Zhu, L. Bass, X. Xu, Z. Li, H. Wada, “Cloud API Issues: an Empirical Study and Impact”, in Proceedings of Ninth International ACM Sigsoft Conference on the Quality of Software Architecture (QoSA2013), Vancouver, Canada, June 17-21, 2013. (ERA A-level conference) (软件架构领域顶级会议)
29.Q. Lu, X. Xu, L. Zhu, L. Bass, Z. Li, S. Sakr, P. Bannerman, “Incorporating Uncertainty into in-Cloud Application Deployment Decisions”, in Proceedings of IEEE 6th International Conference on Cloud Computing (CLOUD2013), CA, USA, June 27-July 2, 2013. (ERA B-level conference) (云计算领域顶级会议)
30.Z. Li, Q. Lu, L. Zhu, L. Bass, X. Xu, S. Sakr, P. Bannerman, “Improving Availability for Cloud-Based Applications through Deployment Choices”, in Proceedings of IEEE 6th International Conference on Cloud Computing (CLOUD2013), CA, USA, June 27-July 2, 2013. (ERA B-level conference)
31.X. Xu, Q. Lu, L. Zhu, J.Z. Li, S. Sakr, H. Wada, and I. Weber, “Availability Analysis of Cloud-based Applications Using Stochastic Reward Nets,” in Proceedings of 4th International ACM SIGSOFT Symposium on Architecting Critical Systems (ISARCS2013), Vancouver, Canada, June 17-21, 2013.
32.X. Xu, L. Zhu, J.Z. Li, L. Bass, Q. Lu, M. Fu, “Modeling and analysing operation processes for dependability,” in Proceedings of 2013 43rd Annual IEEE/IFIP International conference on Dependable Systems and Networks (DSN 2013), Budapest, Hungary, June 24-27, 2013. (ERA A-level conference).
33.W. Zhang, L. Chen, Q. Lu, Y. Rao, J. Zhou,Towards an OSGi Based Pervasive Cloud Infrastructure. GreenCom/iThings/CPScom 2013: 418-425.
34.W. Zhang, X. Meng, Q. Lu, Y. Rao, J. Zhou,A Hybrid Emotion Recognition on Android Smart Phones. GreenCom/iThings/CPScom 2013: 1313-1318.
35.W. Zhang, L. Chen, Q. Lu, P. Zhang, S. Yang,Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure. ICSOC Workshops 2013:505-514.
36.Z. Zhang , X. Meng, P. Zhang, W. Zhang, Q. Lu, Hybrid Emotion Recognition Using Semantic Similarity. ICSOC Workshops 2013: 515-526.
37.Q. Lu, X. Xu, V. Tosic, and L. Zhu, “Application of Business-Driven Decision Making to RESTful Business Processes,” in Proceedings of the 10th International Conference on Service Oriented Computing (ICSOC2012), Shanghai, China, 12-16 November 2012. (17% acceptance rate. ERA A-level conference) (服务计算领域顶级会议).
38.Q. Lu, V. Tosic, and P. Bannerman, “Support for the Business Motivation Model in the WS-Policy4MASC Language and MiniZnMASC Middleware,” in Proceedings of the 9th International Conference on Service Oriented Computing, Paphos, Cyprus, 5-8 December 2011, pp. 265-279. (16% acceptance rate. ERA A-level conference) (服务计算领域顶级会议)
39.Q. Lu, “Autonomic Business-Driven Decision Making for Adaptation of Web Service Compositions,” PhD Symposium, in Proceedings of the 7th IEEE World Congress on Services, Washington DC, the United States, 4-9 July 2011, IEEE, pp. 73-76. (ERA B-level conference)
40.V. Tosic, P. Bannerman, N. E. Nejad, and Q. Lu “Extending WS-Policy4MASC Language and MiniZnMASC Middleware with BMM Business Motivation,” demo paper, in Proceedings of the 8th ACM International Conference on Autonomic Computing (ICAC2011), Karlsruhe, Germany, 14-18 June 2011, ACM, pp. 189-190. (ERA B-level conference)
41.Q. Lu and V. Tosic, “Using MiniZnMASC Middleware with Different Algorithms for Business-Driven Management of Business Processes,” demo paper, in Proceedings of IEEE International Symposium on Policies for Distributed Systems and Networks 2011 (POLICY2011), Pisa, Italy, 6-8 June 2011, IEEE, pp. 188-190.
42.Q. Lu and V. 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 (IM2011), Dublin, Ireland, 23-27 May, 2011, IEEE, pp. 241-248. (ERA A-level conference) (网络管理领域顶级会议)
43.Q. Lu, X. Xu, V. Tosic, J. Keung, L. Zhu, “Integration of RESTfulBP with BDIM Decision Making,” demo paper, in Proceedings of the ACM 11th International Middleware Conference (MIDDLEWARE2011) – Poster and Demo Track, Bangalore, India, 29 November - 3 December 2010, ACM, pp. 5-8. (ERA A-level conference)
44.Q. Lu and V. Tosic, “MiniMASC: A Framework for Diverse Autonomic Adaptations of Web Service Compositions,” in Proceedings of the 7th International Conference on Autonomic and Trusted Computing (ATC2010) - Symposia and Workshops, Xi’an, China, 26 October 2010, IEEE, pp. 460-468.
45.Q. Lu and V. Tosic, “MiniMASC+MiniZinc: An Autonomic Business-Driven Decision Making Middleware for Adaptations of Web Service Compositions,” demo paper, in Proceedings of the 7th International Conference on Autonomic and Trusted Computing (ATC2010) - Symposia and Workshops, Xi’an, China, 26 October 2010, IEEE, pp. 474-477.
46.Q. Lu and V. 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 (NOMS2010), Osaka, Japan, 19-23 April 2010, IEEE, pp. 149-156.
47.C. Li, P.J. McKerrow, and Q. Lu, “Developing Real-time Applications with Java Based Sun SPOT,” in Proceedings of the 2008 Australian Conference on Robotics and Automation, Canberra, Australia, December 3-5, 2008, 8 pages.
48.P.J. McKerrow, Q. Lu, Z.Q. Zhou, and L. 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.
49.P.J. McKerrow, Q. Lu, Z.Q. Zhou, and L. Chen, “Software development of embedded systems on Macintosh,” in Proceedings of the 2007 Apple University Consortium Conference, Gold Coast, Australia, 23-26 September 2007.
指导研究生情况

指导2名研究生毕业。现指导3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


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