信息与软件工程学院


 
导师代码: 10830
导师姓名: 田文洪
性    别:
特    称:
职    称: 教授
学    位: 哲学博士学位
属    性: 专职
电子邮件: tian_wenhong @ uestc.edu.cn

学术经历:   田文洪,男,美国北卡州立大学博士毕业, 电子科技大学教授,博士生导师,智能信息技术与应用实验室主任。在计算机领域最具挑战性的NP难问题和数据中心资源优化应用领域做出创新贡献,是中国计算机学会(CCF)应用技术专家委员、CCF高级会员。 田文洪2007年博士毕业于美国North CarolinaState University (NCSU)大学计算机科学系。长期从事网络优化、NP难问题的算法和应用研究,在IEEE Transactions on Dependable and Security Computing, IEEETransactions on Automation Science and Engineering, IEEE Transactions on Service Computing, Journal of Supercomputing, Journal of Grid Computing,Telecommunication Systems等领域国际高级期刊和ICC,IEEE Services, IEEE GRID等国际会议发表第1作者论文40余篇。研究成果获得广泛应用,专著《数据中心资源优化调度:理论与实践》由电子工业出版社于2014年出版;美国知名出版社Morgan Kaufmann 2014年出版了田文洪博士的专著《Optimized CloudResource Management and Scheduling: Theory and Practice》, 该专著被世界著名云计算大数据领域专家Rajkumar Buyya教授推荐为“This book offers excellent overview of the state of the art in resource scheduling andmanagement in cloud computing”(汇集了云计算领域资源调度管理的创新成果)。

个人简介:   田文洪博士将NP难问题的建模与优化理论与实践应用于解决数据中心存在的负载均衡、绿色节能和高性能大数据处理等若干挑战性问题,创新性地提出预分割负载均衡方法、动态优化配置大数据处理Hadoop集群算法、实时在线分配资源、考虑生命周期特征实时云仿真等方法;提出的预分割负载均衡方法突破传统负载均衡限制(离线4/3和在线2倍于优化值),分别比业界最佳方法提升离线和在线负载均衡30%和90%;首次提出了动态配置大数据处理Hadoop集群和Spark集群方法,分别减少离线和在线总完工时间(总能耗)35%和55%;提出的云数据中心离线和在线节能调度算法分别比业界最佳方法平均节能20%和15%;并将基于深度学习的图像识别技术应用于人脸识别和视频行为检测等领域;率先研发基于深度学习的科技论文质量自动评估方法与产品;率先在电子科大创建云计算虚拟实验室(2008年开始),用于科研与教学工作。 入选中科院西部之光首批引进人才、四川省学术和技术带头人及后备人选和成都市特聘专家。近年来发表第一作者论文40余篇,主编中英文专著7部。主持和参与国家自然基金5项、科技部项目2项、主持其它纵向和横向项目10余项,近年来申请专利30余项,获得中国发明专利授权13项。 田文洪是中国计算机学会(CCF)高级会员、CCF计算机应用技术专家委员 ,是Open Journal of Cloud Computing编委,多次担任CloudFlow等国际学术会议分会主席,是多个国际期刊和《中国通信》等杂志的常年审稿专家。

科研项目:   田文洪主持研发了云计算虚拟实验室系统(2008年国内率先)、云数据中心调度系统(国内华为公司2009年第一批云计算项目)、无线射频识别系统(RFID)中间件系统ARMMS(与四川九洲集团合作)、Hadoop节能调度系统(与腾讯公司合作)和OpenStack综合智能优化调度系统(与华为公司合作)、率先研发基于深度学习的人脸识别和视频行为检测产品;率先研发基于深度学习的科技论文质量自动评估方法与产品。其研发成果被华为公司、腾讯公司、四川九洲集团公司和学校实验中心广泛应用, 产生了数亿元的市场价值和良好的社会和经济效应,近5年来参与研发总经费超过1000万元。他在云计算和人工智能相关领域积累了丰富的理论知识与实践经验,具有创造该领域领先地位的坚实基础。 主持的主要科研项目包括: 0. 科技部国家重点研发计划-深度学习基础算法库和接口标准(2019-2023); 1.整合大规模负载的服务器资源优化调度,2017-2020,国家自然基金 2.基于深度学习的图像识别系统(人脸识别和视频行为检测等),2016-2021; 3.基于深度学习的科技论文质量自动评估,2016-2021; 4.大数据平台优化系统;2016-2019; 5.云资源自动部署和智能调度项目 ,横向,2013-2016. 6.云数据中心弹性容量动态配置技术研究 . 横向, 2012-2014 7.云数据中心高效能耗管理技术研究 . 国家自然基金, 2011-2013; 8. 分布式弹性资源调度, 国家自然基金, 2014-2016; 9.自适应节能调度技术研究,国家自然基金,2015-2017; 10.云计算应用平台关键技术问题研究 . 教育部留学归国人员基金, 2010-2011; 11.云数据中心资源管理系统 . 华为公司,2009-2011. 12.物联网管理系统中间件 . 四川九洲集团. 2010-2012. 13.云计算虚拟实验室 . 电子科技大学;2008-2011. 。。。

研究成果:   [1] Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Cui Lin,Wenhong Tian, Ruini Xue. A Service Framework for Scientific Workflow Management in the Cloud. IEEE TRANSACTIONS ON SERVICE COMPUTING [2] Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Cui Lin,Wenhong Tian, Ruini Xue. A Service Framework for Scientific Workflow Management in the Cloud . IEEE TRANSACTIONS ON SERVICE COMPUTING 2014_TSC14_cloud-workflows.pdf [3] Wenhong Tian, MinXian Xu, Yu Chen, Yong Zhao. Prepartition: A new paradigm for the load balance of virtual machine reservations in data centers. , 2014 IEEE International Conference on Communications (ICC), pp.4017-4022, 2014.06, Sydney, Australia 0_1_ICC2014_Paper.pdf 0_2_2014ICC_Talk.pdf [4] Wenhong Tian. Analysis and Efficient Provisioning of Access Networks With Correlated and Bursty Arrivals. International Journal of Communication Systems AnalysisAndEfficientProvisioningOfAccessNetworksWithCorrelatedAndBurstyArrivals_IJCS_Revised2.pdf [5] Wenhong Tian, Qin Xiong, Jun Cao. An Online Parallel Scheduling Method With Application to Energy-Efficiency in Cloud Computing. Journal of Supercomputing bff_10.1007_s11227-013-0974-z_纸版.pdf [6] Wenhong Tian, Yu Chen, XinYang Wang, . A Note On Orchestrating an Ensemble of MapReduce Jobs for Minimizing Their Makespan, . IEEE Transactions on Dependable and Secure Computing, 11(4):390-391. OnlinePublication20131217.pdf [7] Wenhong Tian, Chee Shin Yeo. Minimizing Total Busy Time Of Offline Parallel Scheduling With Application to Energy Efficiency in Cloud Computing. Concurrency and Computation: Practice and Experience final_version10.1002_cpe.3176.pdf [8] Wenhong Tian, Xiashuang Sun, Yaqiu Jiang,Haoyan Wang. CRESS: A Platform of Infrastructure Resource Sharing For Educational Cloud Computing. China Communications [9] Wenhong Tian, Jun Cao, Qin Xiong. An Energy-Efficient Online Parallel Scheduling Method For Cloud Data Centers By Minimizing Total Busy Time. In the proceedings of IEEE Services 2013, USA 2_Paper_Online_EnergyEfficiencyIEEEService2013_Final.pdf [10] Wenhong Tian. An Efficient Modeling and Dimensioning Approach for Integrated Streaming and Elastic Traffic. Telecommunication Systems: Volume 57, Issue 1 (2014), Page [11] Wenhong Tian, Yong Zhao, YuanLiang Zhong, Chen Jing, XiaShuang Sun. A Toolkit For Modeling and Simulation of Real- time Virtual Machine Allocation in a Cloud Data Center. IEEE Transactions Automation Science and Engineering [12] Wenhong Tian, Ruini Xue, Xu Dong, Haoyan Wang. An Approach to Design and Implement RFID Middleware System over Cloud Computing. International Journal of Distributed Sensor Networks, Open Access. [13] Wenhong Tian, Nagiza F. Samatova. Global Alignment of Pairwise Protein Interaction Networks For Maximal Common Conserved Patterns. International Journal of Genomics [14] Xianrong Liu, Wenhong Tian, Minxian Xu, Qin Xiong . A Cost-Efficient Scheduling Algorithm for Traffic Grooming.. FAW-AAIM, 2013:241-249 1_1_Paper_fawaaim2013_submission_47.pdf 1_1 FAWAAIM2013_Talk_A Cost-Efficient Scheduling Algorithm for Traffic Grooming.pdf [15] Wenhong Tian, C.S. Yeo, Ruini Xue, Yuanliang Zhong, . POWER-AWARE SCHEDULING OF REAL-TIME VIRTUAL MACHINES IN CLOUD DATA CENTERS CONSIDERING FIXED PROCESSING INTERVALS,. In the proceedings of IEEE CCIS 2012, Oct. 30-Nov.1, pp.337-341, Hangzhou, China, 2012 3_Paper_CCIS2012_Energy_efficientID#96_final.pdf [16] Minxian Xu, Wenhong Tian. AN ONLINE LOAD BALANCING SCHEDULING ALGORITHM FOR CLOUD DATA CENTERS CONSIDERING REAL-TIME MULTI-DIMENSIONAL RESOURCE.. In the proceedings of IEEE CCIS 2012, Oct. 30-Nov.1, pp.337-341, Hangzhou, China, 2012 4_2_CCIS2012_talk_An Online Load Balancing Scheduling Algorithm For Cloud DataCenters_brief.pdf [17] Yong Zhao 0009, Youfu Li, Wenhong Tian, Ruini Xue . Scientific-Workflow-Management-as-a-Service in the Cloud.. CGC, 2012:97-104 [18] Yong Zhao, Yanzhe Zhang, Wenhong Tian, Ruini Xue, Cui Lin . Designing and Deploying a Scientific Computing Cloud Platform.. GRID, 2012:104-113 [19] Wenhong Tian, Yong Zhao, Yuanliang Zhong, Minxian Xu, Chen Jing. dynamic and integrated load-balancing scheduling algorithms for Cloud data centers, China Communications. China Communications [20] Wenhong Tian, Yong Zhao, Yuanliang Zhong, Minxian Xu, Chen Jing . A dynamic and integrated load-balancing scheduling algorithm for Cloud datacenters. IEEE International Conference on Cloud Computing and Intelligence Systems - CCIS, 2011 7_2_CCIS2011_Talk_A_dynamic_and_integratedload-balancing_scheduling_algorithm_for_Cloud_datacenters.pdf [21] Wenhong Tian, Sheng Su, Guoming Lu . A Framework for Implementing and Managing Platform as a Service in a Virtual Cloud Computing Lab. International Workshop on Education Technology and Computer Science, 2010 8_1_Paper_ETCS2010-Paper-2144.pdf [22] Wenhong Tian, Matthew C. Schmidt, Wenbin Chen, Nagiza F. Samatova . Multiple Alignment of Large Interaction Networks by Fast Identifying Maximal Conserved Patterns.. BIOCOMP, 2010:178-184 9_1_PSB2010_Paper_MultipleAlignment.pdf [23] Wenhong Tian, Matthew C. Schmidt, Wenbin Chen, Nagiza F. Samatova . Multiple Alignment of Large Interaction Networks by Fast Identifying Maximal Conserved Patterns. Bioinformatics & Computational Biology, 2010:178-184 [24] Wenhong Tian, Feng Zhu . Challenges and Choices in Internationalized China Higher Education: A Case Study of Training Computer Software Talents. International Workshop on Education Technology and Computer Science, 2010 [25] Geng Dongjiu, Wen Jun, Tian Wenhong . A scheme to enhance security of RFID middleware. International Conference on Communications, Circuits and Systems, 2010 [26] Wen Jun, Tian Wenhong, Wang Weidong . An authentication approach to enhance RFID security. International Conference on Communications, Circuits and Systems, 2010 [27] Wenbin Chen, Matthew C. Schmidt, Wenhong Tian, Nagiza F. Samatova . A Fast, Accurate Algorithm for Identifying Functional Modules Through Pairwise Local Alignment of Protein Interaction Networks. Bioinformatics & Computational Biology, 2009:816-821 [28] Wenbin Chen, Matthew C. Schmidt, Wenhong Tian, Nagiza F. Samatova . A Fast, Accurate Algorithm for Identifying Functional Modules Through Pairwise Local Alignment of Protein Interaction Networks.. BIOCOMP, 2009:816-821 [29] Wenhong Tian, Nagiza F. Samatova . Pairwise Alignment of Interaction Networks by Fast Identification of Maximal Conserved Patterns. Pacific Symposium on Biocomputing, 2009:99-110 11_1_PSB2008_Paper.pdf [30] Wenhong Tian . Adaptive Dimensioning of Cloud Data Centers. Document Analysis Systems, 2009 [31] Wenhong Tian . Three Ways to Improve the Efficiency of Virtual/Cloud Computing Lab. International Conference on Apperceiving Computing and Intelligence Analysis, 2008 13_ICACIA2008_Paper_Three Technique To Improve Efficiency of Virtual or Cloud Computing Lab.pdf [32] Wenhong Tian, Harry G. Perros . Analysis and Provisioning of a Circuit-Switched Link with Variable-Demand Customers.. International Teletraffic Congress, 2007:890-900 [33] Wenhong Tian, Harry Perros . Analysis and Provisioning of a Circuit-Switched Link with Variable-Demand Customers. International Teletraffic Congress, 2007:890-900 17_Paper_ITC2007_Paper.pdf [34] Wenhong Tian, Harry Perros . Modeling approaches and provisioning algorithms for dynamic bandwidth adjustment in multi-media networks. International Symposium on High Capacity Optical Networks and Enabling Technologies, 2006 [35] Wenhong Tian . A Dynamic Modeling And Dimensioning Approach For All-Optical Networks. International Conference on Broadband Networks, 2006 16_Paper_BroadNET2006_ATimeDependentBroadNetGOSP2006WenhongTian.pdf [36] Wenhong Tian . An Exact and Efficient Analytical Model For the ON/OFF Burst Traffic. Conference on Information Sciences and Systems, 2006 [37] Wenhong Tian. The transient analysis of loss networks . SIGMETRICS Performance Evaluation Review 33(3): 46-50 (2005) JournalPaper_#11_TransientLossNetworksPer.pdf 著作 [1] Wenhong Tian, Yong Zhao. Optimized Cloud Resource Management and Scheduling: Theories and Practices. Morgan Kaufmann, USA. . 2014 .12 9780128014769_Tian (1).pdf [2] 田文洪, 赵勇. 《数据中心资源优化调度:理论与实践》. 电子工业出版社,ISBN:978-7-121-22337-2. 2014 .03 Slide1.jpg [3] Wenhong Tian, Wenbin Chen. Network Alignment: From Pairwise to Multiple, A State Of Art Introduction. LAP Lambert Academic Publishing, . 2011 .11 NetworkAlignment封面.pdf

专业研究方向:  
专业名称 研究方向 招生类别
083500软件工程 04智能计算 博士
083500软件工程 05云计算与大数据 博士
083500软件工程 06信息工程 博士
085400电子信息 08软件工程 博士
083500软件工程 04数字信息处理 硕士
083500软件工程 05云计算与大数据 硕士
083500软件工程 06智能计算 硕士
085400电子信息 16软件工程 硕士


学院列表
01  信息与通信工程学院
02  电子科学与工程学院
03  材料与能源学院
04  机械与电气工程学院
05  光电科学与工程学院
06  自动化工程学院
07  资源与环境学院
08  计算机科学与工程学院
09  信息与软件工程学院
10  航空航天学院
11  数学科学学院
12  物理学院
13  医学院
14  生命科学与技术学院
15  经济与管理学院
16  公共管理学院
17  外国语学院
18  马克思主义学院
21  基础与前沿研究院
22  通信抗干扰技术国家级重点实验室
23  电子科学技术研究院
28  深圳高等研究院