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唐卓   
教师介绍
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唐卓
男,毕业于华中科技大学计算机学院,获工学博士学位。现任湖南大学信息科学与工程学院副教授,博士生导师,计算机科学系副主任,中国计算机学会YOCSEF长沙分论坛副主席,教育部-广东省省部科技特派员,湖南大学超级计算与云计算副所长。研究方向为分布式计算与云计算,研究兴趣为大数据并行处理体系结构,机器学习算法的并行化。专注于资源虚拟化池,OpenStack私有云体系结构,基于MapReduce和Spark的机器学习算法的并行化,面向数据特征的Spark和Hadoop任务调度和体系结构优化等问题的研究。已在国内外相关领域的重要刊物和会议上发表论文50余篇,其中SCI论文十余篇。主持研发了lucloud云资源管理软件,和多个应用领域中的大数据存储、分析和挖掘服务平台,是Apache等开源社区的代码贡献者。正在主持和已结题的项目有国家自然科学基金面上项目、青年基金项目、广东省产学研合作项目等国家及省部级课题10余项,获湖南省优秀博士后,教育部科技进步二等奖及湖南省自然科学奖各一项。
中文名: 唐卓
英文名:
学历:
职称: 副教授
所属机构:
 计算机科学系
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近年发表的论文如下:

2016年

[1] Zhuo Tang, Xiangshen Zhang, Li Yang,Keqin Li.  A partitions placement algorithm for Spark in-memorycomputation based on bin-packing problem. Future Generation Computer Systems.2016, 10.1016/j.future.2016.06.027. (SCI二区)

[2] Zhuo Tang, Wen Ma, Kenli Li, Keqin Li. A DataSkew Oriented Reduce Placement Algorithm Based on Sampling. IEEE Transaction onCloud Computing.2016.10.1109/TCC.2016.2607738

[3] Liu C.B., Li K.*, Tang Z., et al, A Game TheoreticalHeuristic to Batch Arrival Requests with Desired Availability Requirements inCloud Computing. IEEE Transactions on Services Computing, http://DOI:10.1109/TSC.2016.2630293(SCI&EI收录, CCF B类, IF:3.049)

[4]Jianguo Chen, Kenli Li, Zhuo Tang, Kashif Bilal, Shui Yu, Chuliang Weng, and Keqin Li. A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment. IEEE Transactions on Parallel and Distributed Systems. 2016, DOI 10.1109/TPDS.2016.2603511.

[5]Jianguo Chen, Kenli Li, Zhuo Tang, Kashif Bilal, and Keqin Li. A Parallel Patient Treatment Time Prediction Algorithm and Its Applications in Hospital QueuingRecommendation in a Big Data Environment. IEEE ACCESS. 2016,4: 1767-1783. 


2015

[1] Zhuo Tang, Lingang Jiang, Li Yang, Kenli Li,Keqin Li. CRFs based parallel biomedical named entity recognition algorithmemploying MapReduce framework. Cluster Computing. 2015.10.1007/s10586-015-0426-z.(SCI四区)

[2] Zhuo Tang, Ling Qi, Kenli Li, Keqin Li.An Energy-Efficient Task Scheduling Algorithm inDVFS-enabled Cloud Environment. The Journal of Grid Computing.2016, 14(1), 55-74.DOI: 10.1007/s10723-015-9334-y (SCI二区)

[3] Ling Qi, Zhuo Tang, Yunchuang Qin. CSRA: AnEfficient Resource Allocation Algorithm in MapReduce Considering Data Skewness.The 8th International Conference on Knowledge Science, Engineering andManagement (KSEM 2015 CCF C类)

[4] Zhuo Tang, Wen Ma, Kenli Li, Keqin Li.AnOptimal Reduce Placement Algorithm for Data Skew based on Sampling. VLDB BPOE2015.(EI)

2014

[1] 唐卓,朱敏,杨黎,唐小勇. 云环境中面向随机任务的用户效用优化模型研究.计算机研究与发展,51(5),2014:1120-1128.

[2] Z. Tang, L.Jiang, J. Zhou, K. Li, K. Li, A self-adaptive scheduling algorithm for reducestart time, Future Generation Computer Systems.43-44,2015:51-60. DOI:10.1016/j.future.2014.08.011http://dx.doi.org/10.1016/j.future.2014.08.011 (SCI二区)

[3] Zhuo Tang, Yanqing Mo, Kenli Li, KeqinLi. Dynamic Forecast Schedule Algorithm for Virtual Machine Placement in CloudComputing Environment .Journal of SuperComputing. 70(3), 2014:1279-1296. 2014.10.1007/s11227-014-1227-5.(SCI三区)

[4]Aijia Ouyang,Zhuo Tang, Kenli Li, Ahmed Sallam. Estimatingparameters of Muskingum model using adaptive hybrid PSO algorithm. InternationalJournal of Pattern Recognition and Artificial Intelligence. Vol. 28, No. 1 (2014) 1459003. DOI:10.1142/S0218001414590034.(SCI四区)

[5] AijiaOuyang, Zhuo Tang, Keqin Li, YumingXu. Parallel hybrid PSO with CUDA for lD heat conduction equation. Computers &Fluids.110(30):198-210: pp. 198-210

DOI:10.1016/j.compfluid.2014.05.020. (SCI三区)

[6] Zhuo Tang, Zhenzhen Cheng, Kenli Li, KeqinLi.Efficient energy task scheduling for  workflow tasks on hybrids and dvfs enabledcloud environment. PAAP2014. Beijing, 13-15 Aug. 2014

[7] Zhuo Tang, Min Liu, Almoalmi Ammar, KenliLi, Keqin Li. An Optimized MapReduce Workflow SchedulingAlgorithm for Heterogeneous Computing. Journal of SuperComputing. 2014. DOI10.1007/s11227-014-1335-2. (SCI三区)

[8] Ai Wei, Li Kenli, Tang Zhuo, Zhang Fan, Jiang Lingang, , Li Keqin, Hwang Kai. HadoopRecognition of Biomedical Named Entity Using Conditional Random Fields. IEEETransactions on Parallel and Distributed Systems.2015, 26(11):3040-3051.DOI: ?TPDS.2014.236856810.1109.

2013

[1]Zhuo Tang, Junqing Zhou, Kenli Li. A MapReduce Task Scheduling Algorithm for Deadline Constraints.Cluster Computing.16(4), 2013:651-662.SCI四区)

http://link.springer.com/article/10.1007/s10586-012-0236-5

[2] WenLong Xu, Zhuo Tang, Zhuo Chen, Renfa Li. Research of new index generation algorithm based on hash function.The 4th IEEE International Conference on Software Engineering and ServiceScience (ICSESS), Beijing, 23-25 May 2013

[3] Wenkang Wu, Zhuo Tang , Renfa Li. Onthe Complexity of Authorization of Temporal RBAC in Cloud Computing Service.The 12th IEEE International Conference on Trust, Security and Privacy inComputing and Communications (IEEE TrustCom-13),Melbourne,Australia, 16-18 July, 2013.

[4] LianjunGu, Zhuo Tang, Renfa Li, Guoqi Xie. Theimplementation of MapReduce scheduling algorithm based on priority.Parallel Computational Fluid Dynamics Conference (ParCFD2013).

[5] Li Yang,Yanhong Zhou, Zhuo Tang. Literature mining associations of diseasesusing gene ontology. The 8th International Conference on Computer Science &Education (ICCSE), Colombo, 26-28 April 2013

[6] JingHuang, Renfa Li, Zhuo Tang. The research of the data security for clouddisk based on the Hadoop framework. Fourth International Conference onIntelligent Control and Information Processing (ICICIP), Beijing, 9-11 June2013

2012

[1]Zhuo Tang, Min Liu, Kenli Li.MapReduce Enabled Scientific Workflow Framework WithOptimization Scheduling Algorithm The ThirteenthInternational Conference on Parallel and Distributed Computing, Applicationsand Technologies(PDCAT 2012),Beijing,14-16 Dec 2012.

[2]Zhuo Tang, Junqing Zhou, Kenli Li. MTSD:A task scheduling algorithm for MapReduce base on deadline constraints.2012 International Workshop on High Performance Data IntensiveComputing (IEEE IPDPS HPDIC2012).

[3]Zhuo Tang, Juan Wei, Kenli Li andRuixuan Li. An Access Control Model in Cloud ComputingEnvironment based RBAC. The 7th International Conference on Grid and PervasiveComputing (GPC 2012),Hong Kong, 11-13 May 2012

2011

[1] 杨柳, 唐卓, 李仁发, 张宗礼. 云计算环境中基于用户访问需求的角色查找算法. 通信学报, 2011,32(7): 169-175

英文题名:A Roles Query Algorithm in Cloud Computing Environment Based on UserRequire.

[2] 唐卓,康强,李肯立. 基于神经网络的访问控制策略优化模型. 计算机科学. 2011年第11.

[3] 唐卓,冯本明,李肯立. 云环境中存储资源的风险计算模型.计算机工程.37(11), 2011:49-51.

[4] 唐卓, 刘国华, 李肯立. 多域环境下工作流访问控制时序策略组合研究, 计算机科学,38(1),2011:125-129.

[5] 李丽英, 唐卓, 李仁发, 杨柳. 基于Latehadoop数据局部性改进调度算法. 计算机科学, 38(11),2011:67-71.

[6] 杨柳, 唐卓, 朱敏, 李仁发. 基于风险的云计算环境用户效用分析. 湖南大学学报: 自然科学版, 2011, 38(7): 78-82

英文题名:The Analysis of User Utility in Cloud Computing Environment based onRisk.

[7] 李肯立,郭里,唐卓,江勇,李仁发.一种求解Ramsey数的DNA计算机算法. 计算机研究与发展, 2011,48(3):447-454

[8] Liying Li; Zhuo Tang; Renfa Li; Liu Yang. New improvement of the Hadooprelevant data locality scheduling algorithm based on LATE. Proceedings 2011International Conference on Mechatronic Science, Electric Engineering andComputer (MEC 2011), p 1419-22, 2011.(EI: 12339651)

[9] Zhanjiang Tan; Zhuo Tang;Renfa Li; Sallam, A.; Liu Yang.Research on trust-based access control model incloud computing. 2011 6th IEEE Joint International Information Technology andArtificial Intelligence Conference (ITAIC 2011), p 339-44, 2011.(EI: 12272614)

2010

[1] Zhuo Tang, ShaohuaZhang, Kenli Li, Benming Feng.Security Analysis and Validationfor Access Control in Multi-domain Environment based on Risk. The Sixth International Conference on InformationSecurity Practice and Experience Conference. LNCS, Seoul,Korea, May 12-13, 2010.

[2] Zhuo Tang, Rongguan, Kenli Li. User Authorization Queries in RBAC Systems Based on DNA Computation. Proceedings of the 2010 FifthInternational Conference on Bio-Inspired Computing: Theories and Applications. IEEEComputer Society,Changsha,China, Sept. 23-26,2010.(EI: 11684569)

 

[3] Zhuo Tang, Bo Li, Renfa Li, KenliLi.Research on Risk Based Access Control Policy.In Proceeding of the 5thInternational Conference on Management of Innovation and Technology.IEEE,Singapore,June2-5, 2010.

2009

[1]  唐卓,赵林,李肯立,李瑞轩. 一种基于风险的多域互操作动态访问控制模型,计算机研究与发展, 43(6),2009:948-955.

[2] 唐卓,张宗礼,李肯立. 基于风险的工作流系统访问控制优化策略,计算机应用研究,26(11),2009:4295-4298.

[3] Rong guan, Zhuo Tang, Kenli Li. A DNA-based supercomputing for privilege query in hybridrole hierarchy. Proceedingsof the 2009 Fourth International Conference on Bio-Inspired Computing: Theoriesand Applications. BIC-TA 2009, p 6-25, 2009

2008

[1]  Ruixuan Li, ZhuoTang, Zhengding Lu. A Request-driven Policy Framework for SecureInteroperation in Multi-domain Environment. International Journal of ComputerSystems Science & Engineering , 23(3), 2008:193-206. (SCI 四区)(第一作者为导师)

[2] 李瑞轩,胡劲纬,唐卓,卢正鼎.R2BAC:基于风险的多自治域安全互操作模型.通信学报,2008, 29(10): 58-69

2007

[1] Zhuo Tang,Ruixuan Li, Zhengding Lu, Zhumu Wen. Dynamic Access Control Research forInter-operation in Multi-domain Environment Based on Risk. The 8thInternational Workshop on Information Security Applications. LNCS, Jeju,Korea,2007.

[2] Zhuo Tang,Ruixuan Li, Zhengding Lu. A Request-driven Policy Framework for SecureInteroperation in Multi-domain Environment  IFIP International Workshop onNetwork and System Security. IEEE Computer Society, Dalian, 2007.

2006

[1] Tang Zhuo, LuZhengding, Li RuiXuan. A Routing Algorithm for Risk-scanning Agents Using AntColony Algorithm in P2P Network. Wuhan University Journal ofNatural Sciences,11(5),2006:1097-1103.

[2] Tang Zhuo, LuZhengding, Li Kai.Time-Based Dynamic Trust Model Using Ant Conony Algorithm,Wuhan University Journal of Natural Sciences11(6),2006:1462-1466.

[3] 唐卓,卢正鼎,李瑞轩. 基于多自治域安全互操作的风险评估策略与算法的研究, 小型微型计算机.27(8),2006:1486-1489.

[4] 唐卓,卢正鼎,李瑞轩,李红平. 基于移动代理的P2P网络安全风险评估,华中科技大学学报自然科学版,34(7),2006:27-29.

 

科研课题(包含近期主持、主研主要教学科研项目):

[1] 企业委托开发项目,门诊智能导航分诊服务系统,82.5万元,2014.09-2015.11,主持.

[2] 国家自然科学基金项目,倾斜任务调度模型及其在医疗大数据处理中的应用研究,项目编号:61572176,2015.1-2018.12.76.8万.

[3] 教育部科技项目, 力学重点学科网格建设子课题。2012.12-2013.12,主持。

[4] 深圳市产学研合作课题, 基于超级计算的金融安全云支付平台研发与产业化.项目编号:CXY201106300107A. 2012.1-2014.12.

[5] 广东省产学研合作项目,高安全性金融SOC系统研发,项目编号:2011B090400356. 2011-12-2014.12,主持。

[6] 软件工程国家重点实验室开放课题《基于异构并行系统的云平台资源高效能随机调度的理论与算法研究》。2103.1-2015.12,主持。

[7] 国家自然科学基金项目《云计算服务中基于访问控制时态的安全策略研究与探索》。项目编号:61103047.2102.1-2014.12,主持。

[8] 湖南省科技计划项目《面向超级计算的云计算负载均衡技术研究》,项目编号:2011RS4039,2011.6-2013.5,主持。(858209078)

[9] 湖南省自然科学基金项目《云计算环境中访问控制安全策略组合安全性研究》项目编号:11JJ4052。2010-2011,主持。

[10] 中国博士后科学基金面上项目《云计算环境中基于风险的多策略组合安全性评估模型研究》项目编号:20100480936。2010-2011,主持(756209004)

[11] 湖南省博士后研究人员日常经费资助《时态工作流中多策略组合安全性评估与验证模型研究》。2011-2012,主持

[12] 中央高校青年教师科技创新扶持项目“基于风险的云计算安全策略组合模型研究”。2010-2012,主持

[13]湖南大学教改项目“高校教育运行过程中核心数据管理研究”。2010-2011,主持

近年申请专利如下:

[1] 唐卓;陈建国;龚哲戎:一种Spark云服务环境下面向大数据的新型随机森林并行机器学习方法:201610069166.8 进入实审

[2] 唐卓;鲁彬;李巧巧:一种基于Spark平台的高效率文本分类方法:201610066429.X. 进入实审

[3]唐卓;陈建国;龚哲戎:一种基于多周期指数递阶时序数据预测方法:201610068317.8 进入实审

  [4]唐卓;李巧巧;李肯立;刘昆昆;付仲明;钟莹。基于条件随机场的MYSQL数据库强制访问控制自适应优化方法 2016100439713 进入实审

所获奖励:

1、面向领域的SoC设计方法及应用。2012年教育部科技进步二等奖。排名第五。

2、可扩展高性能计算的若干基础理论与方法。2012年湖南省自然科学奖。排名第四。

3、云计算环境中基于用户访问需求的角色查找算法。2012年湖南省自然科学优秀论文一等奖。排名第二。

4、2011年湖南省优秀博士后。排名第一。








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