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基于广义柯西过程的网络分形流量的建模理论
  • 项目名称：基于广义柯西过程的网络分形流量的建模理论
  • 项目类别：面上项目
  • 批准号：60873264
  • 申请代码：F0208
  • 项目来源：国家自然科学基金
  • 研究期限：2009-01-01-2011-12-31
  • 项目负责人：李明
  • 负责人职称：教授
  • 依托单位：华东师范大学
  • 批准年度：2008
中文摘要：

流量模型是计算机网络的重要基础研究内容之一。分形时间序列是流量建模的研究热点。分形流量的常用模型是分数阶高斯噪声。建立模型精度比常用模型高,对流量的分形特性的解释比常用模型更深入更全面的模型，是一个既富有挑战性又具有实际应用前景的难题。本申请项目之目的是建立以广义柯西过程为基础的流量模型理论。研究内容主要含1）从理论分析和处理实际流量数据两方面揭示，广义柯西过程能比常用模型更精确地拟合实际流量；2）用广义柯西过程揭示常用模型不能描述的分形特性（如流量的分形维数加赫斯特指数不等于2的性质等）；3）用该过程探索局部变异性和全局变异性之间的关系，研究广义柯西过程和流量的界模型之间的关系；4）用该过程研究拥塞检测。由此，形成基于广义柯西过程的分形流量的新模型理论。为解决上述难题提供一个答案。

中文主题词： 网络流量建模；分形时间序列；广义柯西过程；长相关和自相似；自相关函数
成果综合统计
成果类型
数量
  • 期刊论文
  • 会议论文
  • 专利
  • 获奖
  • 著作
  • 64
  • 14
  • 0
  • 0
  • 6
期刊论文
海水位预测误差与样本尺度关系
An improved ARED algorithm for congestion control of network transmission
Generation of teletraffic of generalized Cauchy type
Representation of a stochastic traffic bound
Experimentally modeling HTTP-traffic
Stochastic performance analysis of non-feedforward networks
Building representative-based data aggregation tree in wireless sensor networks
Solving linear coupled fractional differential equations and their applications
Capturing packets of network traffic using WinPcap
Numeric study of similarity between Bessel kernel and Choi-Williams kernel
Experimental study of DDOS attacking of flood type based on NS2
Effective space usage estimation for sliding-window skybands
Hypothesis designs for three-hypothesis test problems
An adaptive approach for defending against DDoS attacks
Traffic flow in Jiangyin ship lock in China is nonstationary
Fractal time series — a tutorial review
Nonlinear time-varying spectral analysis: HHT and MODWPT
Incomplete time series prediction using max-margin classification of data with absent features
Wavelet-face based subspace lda method to solve small sample size problem in face recognition
A model to partly but reliably distinguish DDOS flood traffic from aggregated one
Noise estimation for single-slice sinogram of low-dose X-ray computed tomography using homogenous pa
FGN based telecommunication traffic models
Data simulation of Matérn type
Viewing sea level by a one-dimensional random function with long memory
Exact solution of impulse response to a class of fractional oscillators and its stability
Recent results on the inverse of min-plus convolution in computer networks
Four transformation patterns of two-dimensional function on wavelet basis
基于Matlab的信号平稳性检验系统
基于替代数据方法的信号平稳性检验
一种基于Change-Point检测的网络入侵检测方法
基于跳数过滤的DDOS中间网络防御技术的研究
时间序列预测的若干方法的实验评价
Forward to the special issue on traffic modeling, its computations and applications
mbm-based scalings of traffic propagated in Internet
Improved generalized belief propagation for vision processing
Propagation phenomena and transitions in complex systems: efficient mathematical models
Robust L2-L( filtering of time-delay jump systems with respect to the finite-time interval
Self-tuning random early detection algorithm to improve performance of network transmission
On the predictability of long-range dependent series
Variance bound of ACF estimation of one block of fGn with LRD
一种可靠检测低速率DDOS攻击的异常检测系统
Adaptive Cockroach Colony Optimization for Rod-Like Robot Navigation
复杂背景和光照多变的人脸检测方法
会议论文
A scheme of distributed hop-count filtering of traffic
A new approach for detecting DDoS attacks based on wavelet analysis
A note on simulation of LRD network traffic
Fractional Gaussian noise and network traffic modeling
Self-similarity and long-range dependence in teletraffic
An optimal controller for measuring power spectrum
Network traffic models
Measurement-based findings in teletraffic (I)
Design of elastic helical time domain reflectometry cable for distributed tensile deformation monito
A study of nonlinear time-varying spectral analysis based on HHT, MODWPT and multitaper time–frequen
Microwave near-field image based on the discrepancy of radial distribution of dielectric constant
Essay on teletraffic models (I)
Time-frequency analysis system based on reassignment with multitapering
Synthesizing random data of the Matérn type
著作
Analysis of Min-Plus Algebra
A Two-Parameter Correlation of Teletraffic
Processes of the Generalized Cauchy Type with Dimensions Less Than One and Negative, in Handbook on Classification and Application of Fractals
Applications of Multifractional Brownian Motion to Internet Traffic, in Brownian Motion: Theory, Modelling and Applications
Evidence of a two-parameter correlation of Internet traffic, in Internet Policies and Issues, Volume 8
Teletraffic Modeling relating to Generalized Cauchy Process: Empirical Study
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