Dissertation > Excellent graduate degree dissertation topics show

LAN Network Traffic Analysis and Research

Author: LuXiaoFan
Tutor: SunWeiJia
School: Changchun University of
Course: Applied Computer Technology
Keywords: Network Flow measurement Performance optimization Flow prediction ARMA model
CLC: TP393.06
Type: Master's thesis
Year: 2011
Downloads: 42
Quote: 0
Read: Download Dissertation

Abstract


With the rapid development of network technology, networks scale have been expanding, Internet applications be rich increasingly, heterogeneity and complexity of networks improve continuously and the number of Internet users has been increase rapidly. How to improve the quality of network service, to optimizing existing network resources and improve the flow control, and network management is becoming the focus of attention. The network traffic analysis is the theoretical basis of that question. LAN is an important part of the network, Therefore, the optimal design of LAN, Performance optimization and flow control is Problem to be solved. However, to solve these problems, Network traffic on the LAN should be analyzed. Currently, many network traffic analysis have focused on backbone network, very little research on local area networks. Therefore, traffic on the LAN system analysis and studies can according distribution needs of flow to adjust the load balancing, by analyzing to control flow and improve the switch’s forwarding rate, to timely adjust the network topology and network equipment selection.This paper studied research status of the subject and the classification an measurement of network traffic; Second, it analyzes several important characteristics of network traffic characteristics of network traffic in LAN performance and an important influence on the performance of local area network; gives the behavior modeling of network traffic forecast, and describes the time series analysis of behavior modeling; summarizes the relevant characteristics of the short and long correlation model and its typical advantages and disadvantages; use of ARMA models to forecast traffic on the LAN analysis, Improved the limitations of ARMA (2,1) reference model and Proposed ARMA (3,2) Reference Model, Predict the traffic of the LAN. The experimental analysis of new model has high precision, simple computation, Fitting good effect.

Related Dissertations

  1. Research and Implementation on Knowledge Representation of Gene Regulatory Network,Q78
  2. Research on Physical Properties and Data Processing in the Process of Removing Acid of LNG,TE644
  3. Study on Theory and Experiment of Wire Drawing with Composite Ultrasonic Vibration,TG663
  4. Development of the Platform for Compressor Optimization Design and Aerodynamic Optimization Design in the Transonic Compressor,TH45
  5. Research on Cooperative Orbit Determination in Satellite Network Based on Multi-Agent System Theory,V474
  6. The Inductive Load Based Vehicle Body Network Control System,U463.6
  7. Transient Thermal Analysis of Multi-Body System with Complicated Boundary Conditions,TK124
  8. Research on Power Plants Data Acquisition System Based on MODBUS,TM621
  9. Research on Fault Detection and Network Reconfiguration Algorithms for Distribution Network,TM727
  10. Research on Disease Related miRNA Mining Based on Protein-Protein Interaction Network,R341
  11. Design and Implement of Multi-Port Network Communication Platform,TN929.5
  12. The Research of TCP Congestion Control Mechanisms in Satallite Networks,TN927.2
  13. Research on Stability of Hierarchical Sattellite Network,TN927.23
  14. Research and Development of Multi-Static High Frequency Radar Central Host Software,TN957.5
  15. Reseach of Mobile IP Routing in Satellite Networks,TN929.5
  16. Power Aware Routing Protocal Based on OLSR in Ad Hoc Network,TN929.5
  17. Research on Multi-Sensor Embattling and Continious Tracking Technique Applying for Anti-Stealth and Anti-Interference,TN953
  18. The Research of Fault-Tolerant Techniques for Parallel/Distributed Network Simulator PDNS,TP302.8
  19. The Design and Realization of NS2-based PeerCast Simulation Platform,TP311.52
  20. Research on Feature Extraction and Classification of Tongue Shape and Tooth-Marked Tongue in TCM Tongue Diagnosis,TP391.41
  21. Study on Virtual Detector of Infrared Hyper-Spectral Image,TP391.41

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > General issues > Computer networks, test , run
© 2012 www.DissertationTopic.Net  Mobile