张伟文

作者: 时间:2020-04-30 点击数:

          张伟文 Zhang Weiwen 副教授

所属学院:

计算机学院

导师类别:

硕士生导师

科研方向:

云计算、移动计算、大数据分析

联系方式:          

zhangww@gdut.edu.cn

硕士招生学院:

计算机学院

个人简述

(300)

广东省“珠江人才计划”、广东工业大学“青年百人计划”引进人才。博士毕业于新加坡南洋理工大学,曾获得国家优秀自费留学生奖学金和DragonVenture-NTU奖学金。曾在美国普渡大学电子与计算机工程学院访学。曾在新加坡科技研究局高性能计算所从事研究工作,承担了新加坡国家科学实验大数据分析的项目,参与了新加坡国家精准医疗的重大项目,获得了新加坡超级计算中心编程竞赛一等奖和杰出高性能计算创新奖。已在国际期刊和国际会议上发表论文30余篇,包括IEEE TWCTMMTCCTVT等国际著名期刊,并参与了书籍著作Advances in Mobile Cloud Computing Systems (CRC press, 2015)的撰写。

学科领域

计算机科学与技术

教育背景

2011/8-2015/5 南洋理工大学,计算机工程,博士

2008/9-2011/7 华南理工大学,计算机科学与工程,硕士

2004/9-2008/7 华南理工大学,软件工程,本科

工作经历

2019/7-至今,广东工业大学,计算机学院,副教授

2018/4-2019/6,新加坡科技研究局,高性能计算所,二级科学家

2015/8-2018/3,新加坡科技研究局,高性能计算所,一级科学家

学术兼职

IEEE TWC, IEEE TMM, IEEE TCC, IEEE TVT等国际期刊审稿人

主要论文

W.W. Zhang, J.Q. Liu, L.L. Cheng, R.S Filho, F. Gao. “A Survey of Optimal Hardware and Software Mapping for Distributed Integrated Modular Avionics Systems,” Applied Sciences, 10, 2675, 2020.

W.W. Zhang, Y.G. Wen, Energy-efficient Task Execution for Application as a General Topology in Mobile Cloud Computing, IEEE Transactions on Cloud Computing (TCC),Vol. 6, No. 3, pp. 708-719, 2018.

W.W. Zhang, Y.G. Wen and X.W. Zhang, Towards Virus Scanning as a Service in Mobile Cloud Computing: Energy-Efficient Dispatching Policy under N-Version Protection, IEEE Transactions on Emerging Topics in Computing (TETC), Vol. 6, No. 1, pp. 122-134, 2018.

W.W. Zhang, Y. Liu, L. Wang, Z.X. Li, S.M. Goh, “Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-based Systems”, IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2018.

Z. Xiao, Z.X. Li, Y. Liu, L. Feng, W.W. Zhang, T. Lertwuthikarn and S.M. Goh, “EMRShare: A Cross-organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain”, IEEE International Conference on Parallel and Distributed Systems, 2nd International Workshop on Blockchain Technologies and Systems, 2018.

Y.Q. Zhu, J. Samsudin, R. Kanagavelu, W.W. Zhang, L. Wang, T.T. Aye and S.M. Goh, “Fast Recovery MapReduce (FAR-MR) to Accelerate Failure Recovery in Big Data Analysis”, The Journal of Supercomputing, 2018.

W.C. Cheung, W.W. Zhang, Y. Liu, F. Yang, and S.M. Goh, “Automated Hyper-parameter Tuning for Machine Learning Models in Machine Health Prognostics”, Annual Conference of the PHM Society, 2018.

W.W. Zhang, Y. Liu, L. Wang, J.Y. Zhou, J.W. Du and S.M. Goh, “ModStore: An Instructional HPC-based Platform for National Science Experiment Big Data Challenge”, International Conference on Cloud Computing Research and Innovations (ICCCRI), 2017.

W.W. Zhang, Y.G. Wen, Y.W. Wong, K.C. Toh and C. H. Chen “Towards Joint Optimization over ICT and Cooling Systems in Data Centre: A Survey,” IEEE Communications Surveys & Tutorials, Vol. 18, No. 3, pp. 1596-1616, 2016.

G.Y. Gao, W.W. Zhang, Y.G. Wen, Z. Wang and W.W. Zhu, “Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned from User Viewing Patterns,” IEEE Transactions on Multimedia (TMM), Vol. 17, No.8, pp.1286-1296, 2015.

W.W. Zhang, Y.G. Wen and D.P. Wu, “Collaborative Task Execution in Mobile Cloud Computing under Stochastic Wireless Channel,” IEEE Transactions on Wireless Communications (TWC), Vol. 14, No. 1, pp. 81-93, 2014.

W.W. Zhang, Y.G. Wen and H.H. Chen, “Towards Transcoding as a Service: Energy-Efficient Offloading Policy for Green Mobile Cloud,” IEEE Network, Vol. 28, No. 6, pp. 67-73, 2014.

Y.C. Jin, Y.G. Wen and W.W. Zhang, “Content Routing and Lookup Schemes using Global Bloom Filter for Content-Delivery-as-a-Service,” IEEE Systems Journal, Vol. 8, No. 1, pp. 268-278, 2014.

W.W. Zhang, Y.G. Wen, J.F. Cai and D.P. Wu, “Towards Transcoding as a Service in Multimedia Cloud: Energy-Efficient Job Dispatching Algorithm,” IEEE Transactions on Vehicular Technology (TVT), Vol. 63, pp. 2002-2012, 2014.

W.W. Zhang, Y.G. Wen, Z.Z. Chen and A. Khitsi, “QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming over Wireless Networks,” IEEE Transactions on Multimedia (TMM), Vol. 15, No. 6, pp. 1431-1445, 2013.

W.W. Zhang, Y.G. Wen, K. Guan, D. Kilper, H.Y. Luo and D.P. Wu, “Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel,” IEEE Transactions on Wireless Communications (TWC), Vol. 12, No. 9, pp. 4569-4581, 2013.

W.W. Zhang, Y.G. Wen, J. Wu and H. Li, “Towards a Unified Elastic Computing Platform for Smartphones with Cloud Support,” IEEE Network, Vol. 27, No. 5, pp. 34-40, 2013.

W.Z. Hu, W.W. Zhang, H. Hu and Y.G. Wen, “Wearable Computing Going Green: Energy-Optimal Data Transmission for Multi-Sensor Wearable Devices,” the 10th EAI International Conference on Communications and Networking in China (ChinaCom), Shanghai, China, August 15-17 2015. (最佳论文奖)

M. Yang, J.F. Cai, W.W. Zhang, Y.G. Wen and C.H. Foh, “Adaptive configuration of cloud video transcoding,” IEEE International Symposium on Circuits and Systems (ISCAS), 2015, pp.1658-1661.

G.Y. Gao, Y.G. Wen, W.W. Zhang and H. Hu, “Cost-Efficient and QoS-aware Content Management in Media Cloud: Implementation and Evaluation,” 2015 IEEE International Conference on Communication (ICC), 2015, pp. 6880-6886.

W.W. Zhang and Y.G. Wen, “Cloud-Assisted Collaborative Execution for Mobile Applications with General Task Topology,” 2015 IEEE International Conference on Communication (ICC), 2015, pp. 6815-6821.

H. Z. Zhang, Y.C. Jin, W. W. Zhang and Y.G. Wen, “Enhancing User Experience for Multi-Screen Social TV Streaming over Wireless Networks,” Globecom Workshop - Cloud Computing Systems, Networks, and Applications, 2014, pp. 106-111.

W. W. Zhang and Y.G. Wen, “Energy-Efficient Dispatching Policy for Virus Scanning as a Service under N-Version Protection,” IEEE International Conference on Wireless Communications and Signal Processing, 2014, pp. 1-6. (最佳论文奖)

G.Y. Gao, W.W. Zhang, Y.G. Wen, Z. Wang, W.W. Zhu and Y.P. Tan, “Cost-Optimal Video Transcoding in Media Cloud: Insights from User Viewing Pattern,” IEEE International Conference on Multimedia and Expo (ICME), 2014, pp. 1-6.

W.W. Zhang, Y.G. Wen and D.P. Wu, “Energy-efficient Scheduling Policy for Collaborative Execution in Mobile Cloud Computing,” IEEE INFOCOM, 2013, pp. 190-194.

W.W. Zhang, Y.G. Wen, Z.Z. Chen and A. Khitsi, “QoE-Driven Cache Management for HTTP Adaptive Bit Rate (ABR) Streaming over Wireless Networks,” IEEE GLOBECOM, 2012, pp. 1951-1956.

Y.G. Wen, W.W. Zhang and H.Y. Luo, “Energy-Optimal Mobile Application Execution: Taming Resource-Poor Mobile Devices with Cloud Clones,” IEEE INFOCOM, 2012, pp. 2716-2720.

科研项目

广东省重点领域研发计划项目,面向数据智能标注的弱监督与自学习方法及系统验证,参与

广东省专项基金项目,广东省新兴海洋经济产业地图与大数据平台,参与

教学活动

本科生课程:操作系统

团队主页

广东省信息物理融合系统重点实验室  http://gdauto.gdut.edu.cn/

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