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Performance-Resource Managements and Optimal Controls via Stochastic 打开资源  登陆注册
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  更新时间 2013年12月16日
  资源简介 Performance-Resource Managements and Optimal Controls via Stochastic
Systems for Cloud-Computing and MIMO-Antennas Based Communications

The Linkage and Interaction between Mathematical breakthroughes and Advanced
Technologies (and Their Breakthroughes)
 教师姓名 戴万阳
 性    别
 职    称 教授
 所在院系 数学系
 电子邮箱 tres@nju.edu.cn
 联系电话 暂无
 通讯地址 南京大学汉口路22号
  教师简介 学历(Qualification):

l 博士学位(Ph.D, 1992-1996), School of Mathematics (and jointly with School of Industrial and Systems Engineering), (美国)Georgia Institute of Technology, Atlanta, Georgia, U.S.A. 论文研究(Thesis Areas):随机网络的布朗与扩散过程逼近理论、分析、数值求解方法和计算机实现(Brownian and diffusion approximation theory, analysis, numerical resolution methods and computer implementations for stochastic networks)。

l 硕士学位(M.S. 1985-1988), 上海大学数学系(Department of Mathematics, Shanghai University, Shanghai, China)。论文研究(Thesis Areas):随机自适应控制、最优控制与鞅(Stochastic adaptive control, optimal control and Martingales)。

l 学士学位(B.S. 1981-1985), 南京师范大学数学系(Department of Mathematics, Nanjing Normal University, Nanjing, China)。

 

工作简历(Work Experiences):

l 副教授(Associate Professor, 1999--), 南京大学数学系(Department of Mathematics, Nanjing University, Nanjing 210093, China)。主要任教的研究生与本科生课程(main taught graduate & undergraduate courses):随机过程(stochastic processes),应用随机过程(applied stochastic processes),统计计算与软件(包括蒙特卡罗模拟与统计方法)(statistical computing & software including Monte Carlo simulations & statistical methods),随机运筹学(stochastic operations research),时间序列分析(time series analysis),概率论与数理统计等(probability theory & mathematical statistics, etc.)。

l 访问学者(Visiting Scholar, 2001.7--2001.9), 中国科学院数学与系统科学研究院(Academy of Mathematics & System Science, Chinese Academy of Sciences, Beijing, China)。

l MTS (该机构内科学家、研究员和工程师的总称与工资等, 1996—1999), 美国朗讯科技公司贝尔实验室(研究院)与网络系统部(Bell Labs/Network Systems, Lucent Technologies,New Jersey & Georgia, U.S.A.) ,主要研究和开发项目(major projects, principal investigator or participant):SimNet, Lucent Network Vision, Lucent ATM & IP Network Performance, Listening Post等。

l MTS (1996.8--1996.10), 美国AT&T贝尔实验室(研究院)(End to End Network Architecture Department, AT&T Bell Labs, U.S.A)。

l 讲师与助教 (Assistant Professor, 1988—1992), 南京大学数学系概率统计专业。 主要任教的研究生与本科生课程(main taught graduate & undergraduate courses):分析概率论(概率测度论)(probability measure theory),时间序列分析(time series analysis),概率论(probability theory),数理统计(mathematical statistics),总体最优化(global optimization) 等。

 

研究领域(Research Areas):

l 概率统计及其相关交叉学科的理论与方法及其应用:诸如随机过程(时间序列)的分析、网络、控制、统计模拟、逼近与估计等(theory, methods and applications of probability & statistics and related fields such as stochastic analysis,stochastic & queueing networks,control,simulation,approximation and estimation for stochastic processes (time series) and systems)。

l 现代信息系统(包括现代通信网络与服务、管理和控制等系统)中的随机信息流的处理、系统设计与分析的理论、方法及其应用(scheduling, design and analysis for stochastic information flow in modern information systems such as telecommunication networks and service/management/control systems)。

l 求解和估计随机系统与统计模型的数值与模拟方法及其相关的数值分析与理论(numerical & simulation methods to resolve and/or estimate stochastic/statistical systems & models and related numerical analysis)。

 

代表作(Selected Publications):

l “A heavy traffic limit theorem for a class of open queueing networks with finite buffers”, Queueing Systems 32, pp 5-40, 1999 (SCI,co-work with J.G.Dai,;已知引用:共12篇*,其中1998年世界数学家大会特邀报告论文1篇(概率统计方面的45分钟报告),其它SCI论文10篇,UBC大学博士论文1篇,他人引用10次)。

l “A Brownian model for multiclass queueing networks with finite buffers”, Journal of Computational and Applied Mathematics 144/1-2, pp 145-160, 2002.(SCI)

l “The finite element method for computing the stationary distribution of an SRBM in a hypercube with applications to finite buffer queueing networks”, Queueing Systems 42, pp 33-62, 2002 (SCI, co-work with Chen, J.G.Dai, Shen; 已知引用:共2篇SCI论文)。

l “Brownian approximations for queueing networks with finite buffers: modeling, heavy traffic analysis and numerical implementations", UMI Dissertation Service (Publishing Number, UMI Number 9714724), A Bell & Howell Company, 300 N.Zeeb Road, Ann Arbor, Michigan 48106, U.S.A. 1997(已知引用:共5篇,其中SCI 论文4篇,UBC大学博士论文1篇,他人引用2次)。

l “Estimating time-variable parameters by the least squares algorithm with a variable forgetting factor: convergence and stability”, Proceedings of Asia-Pacific Conference on Measurement and Control, Vol 2, 544-547 (1991).

l “Stochastic adaptive control for time-varying systems convergent at the rate of 1/t”, IFAC Proceedings Series v 1 n 8,179-184, Pergamon Press, U.S.A. (1989)
学历(Qualification):

l 博士学位(Ph.D, 1992-1996), School of Mathematics (and jointly with School of Industrial and Systems Engineering), (美国)Georgia Institute of Technology, Atlanta, Georgia, U.S.A. 论文研究(Thesis Areas):随机网络的布朗与扩散过程逼近理论、分析、数值求解方法和计算机实现(Brownian and diffusion approximation theory, analysis, numerical resolution methods and computer implementations for stochastic networks)。

l 硕士学位(M.S. 1985-1988), 上海大学数学系(Department of Mathematics, Shanghai University, Shanghai, China)。论文研究(Thesis Areas):随机自适应控制、最优控制与鞅(Stochastic adaptive control, optimal control and Martingales)。

l 学士学位(B.S. 1981-1985), 南京师范大学数学系(Department of Mathematics, Nanjing Normal University, Nanjing, China)。

 

工作简历(Work Experiences):

l 副教授(Associate Professor, 1999--), 南京大学数学系(Department of Mathematics, Nanjing University, Nanjing 210093, China)。主要任教的研究生与本科生课程(main taught graduate & undergraduate courses):随机过程(stochastic processes),应用随机过程(applied stochastic processes),统计计算与软件(包括蒙特卡罗模拟与统计方法)(statistical computing & software including Monte Carlo simulations & statistical methods),随机运筹学(stochastic operations research),时间序列分析(time series analysis),概率论与数理统计等(probability theory & mathematical statistics, etc.)。

l 访问学者(Visiting Scholar, 2001.7--2001.9), 中国科学院数学与系统科学研究院(Academy of Mathematics & System Science, Chinese Academy of Sciences, Beijing, China)。

l MTS (该机构内科学家、研究员和工程师的总称与工资等, 1996—1999), 美国朗讯科技公司贝尔实验室(研究院)与网络系统部(Bell Labs/Network Systems, Lucent Technologies,New Jersey & Georgia, U.S.A.) ,主要研究和开发项目(major projects, principal investigator or participant):SimNet, Lucent Network Vision, Lucent ATM & IP Network Performance, Listening Post等。

l MTS (1996.8--1996.10), 美国AT&T贝尔实验室(研究院)(End to End Network Architecture Department, AT&T Bell Labs, U.S.A)。

l 讲师与助教 (Assistant Professor, 1988—1992), 南京大学数学系概率统计专业。 主要任教的研究生与本科生课程(main taught graduate & undergraduate courses):分析概率论(概率测度论)(probability measure theory),时间序列分析(time series analysis),概率论(probability theory),数理统计(mathematical statistics),总体最优化(global optimization) 等。

 

研究领域(Research Areas):

l 概率统计及其相关交叉学科的理论与方法及其应用:诸如随机过程(时间序列)的分析、网络、控制、统计模拟、逼近与估计等(theory, methods and applications of probability & statistics and related fields such as stochastic analysis,stochastic & queueing networks,control,simulation,approximation and estimation for stochastic processes (time series) and systems)。

l 现代信息系统(包括现代通信网络与服务、管理和控制等系统)中的随机信息流的处理、系统设计与分析的理论、方法及其应用(scheduling, design and analysis for stochastic information flow in modern information systems such as telecommunication networks and service/management/control systems)。

l 求解和估计随机系统与统计模型的数值与模拟方法及其相关的数值分析与理论(numerical & simulation methods to resolve and/or estimate stochastic/statistical systems & models and related numerical analysis)。

 

代表作(Selected Publications):

l “A heavy traffic limit theorem for a class of open queueing networks with finite buffers”, Queueing Systems 32, pp 5-40, 1999 (SCI,co-work with J.G.Dai,;已知引用:共12篇*,其中1998年世界数学家大会特邀报告论文1篇(概率统计方面的45分钟报告),其它SCI论文10篇,UBC大学博士论文1篇,他人引用10次)。

l “A Brownian model for multiclass queueing networks with finite buffers”, Journal of Computational and Applied Mathematics 144/1-2, pp 145-160, 2002.(SCI)

l “The finite element method for computing the stationary distribution of an SRBM in a hypercube with applications to finite buffer queueing networks”, Queueing Systems 42, pp 33-62, 2002 (SCI, co-work with Chen, J.G.Dai, Shen; 已知引用:共2篇SCI论文)。

l “Brownian approximations for queueing networks with finite buffers: modeling, heavy traffic analysis and numerical implementations", UMI Dissertation Service (Publishing Number, UMI Number 9714724), A Bell & Howell Company, 300 N.Zeeb Road, Ann Arbor, Michigan 48106, U.S.A. 1997(已知引用:共5篇,其中SCI 论文4篇,UBC大学博士论文1篇,他人引用2次)。

l “Estimating time-variable parameters by the least squares algorithm with a variable forgetting factor: convergence and stability”, Proceedings of Asia-Pacific Conference on Measurement and Control, Vol 2, 544-547 (1991).

l “Stochastic adaptive control for time-varying systems convergent at the rate of 1/t”, IFAC Proceedings Series v 1 n 8,179-184, Pergamon Press, U.S.A. (1989)
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