Home / Computer Engineering / COMPARATIVE ANALYSIS OF DYNAMIC VIRTUAL PRIVATE NETWORKS RESOURCE ALLOCATION SCHEMES

COMPARATIVE ANALYSIS OF DYNAMIC VIRTUAL PRIVATE NETWORKS RESOURCE ALLOCATION SCHEMES

 

Table Of Contents


Chapter ONE

1.1 Introduction
1.2 Background of Study
1.3 Problem Statement
1.4 Objective of Study
1.5 Limitation of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Research
1.9 Definition of Terms

Chapter TWO

2.1 Overview of Virtual Private Networks
2.2 Evolution of Virtual Private Networks
2.3 Types of Virtual Private Networks
2.4 Dynamic Virtual Private Networks Resource Allocation
2.5 Resource Allocation Schemes in Virtual Private Networks
2.6 Challenges in Resource Allocation in Virtual Private Networks
2.7 Importance of Efficient Resource Allocation in Virtual Private Networks
2.8 Comparative Analysis Framework
2.9 Previous Studies on Resource Allocation in Virtual Private Networks
2.10 Gaps in Existing Literature

Chapter THREE

3.1 Research Methodology Overview
3.2 Research Design and Approach
3.3 Data Collection Methods
3.4 Sampling Techniques
3.5 Data Analysis Methods
3.6 Tools and Software Used
3.7 Validity and Reliability of Data
3.8 Ethical Considerations

Chapter FOUR

4.1 Analysis of Resource Allocation Schemes
4.2 Comparison of Resource Allocation Algorithms
4.3 Performance Metrics Evaluation
4.4 Simulation Results and Analysis
4.5 Discussion on Resource Allocation Efficiency
4.6 Impact of Resource Allocation on Network Performance
4.7 Recommendations for Improved Resource Allocation
4.8 Future Research Directions

Chapter FIVE

5.1 Summary of Findings
5.2 Conclusion
5.3 Implications of the Study
5.4 Contributions to Knowledge
5.5 Recommendations for Practice
5.6 Suggestions for Future Research

Thesis Abstract

The need for high performance resource allocation schemes for Virtual Private Networks (VPNs) has led to the proliferation of algorithms for VPN resource allocation. It was found that most works on VPN resource allocation focused either on admission control or link reservation on the network. Also, review of relevant literatures have revealed the need for a resource allocation/scheduling scheme whose algorithm will be able to allocate bandwidth and memory resources to different VPNS sharing the same link to the network service provider. Resources should be allocated in such a manner that utilization is optimal while VPN endpoints or customers receive services that does not undermine the service-level agreement (SLA) with the service provider. MATLAB Simulink was used to design a simulation model for analysing the VPN access network obtaining and comparing results for the link bandwidth utilization, buffer memory utilization and packet loss rate performances of the RDVNP (Robust Dynamic Virtual Network Provisioning) algorithm against the DWARF-Net (Dynamic bandWidth Allocation and guarantee on Resource Fairness) algorithm. From the results obtained, DWARF-Net algorithm’s performance was better than the RDVNP’s algorithm in almost all parameters tested on. On bandwidth utilization, DWARF-Net had an average channel utilization of 61.23% against RDVNP’s 48.28%. on buffer utilization 42% for DWARF-Net, 41% for RDVNP and average loss rate average of 1 Packet/second for DWARF-Net against 20 Packets/second for RDVNP. From the simulation analysis and result of this work, DWARF-Net was recommended to researchers as an optimal performing algorithm for VPN resource allocation.



Thesis Overview

For long, traditional Private Networks (PNs) were established by connecting Private Network sites (e.g., campuses or branch offices of enterprises) with leased lines over a Wide Area Network (WAN). Since these lines were dedicated lines, Security and bandwidth guarantees were assured[1]. As enterprises and other customer’s network sites proliferated and spread globally, the number of endpoints of PN’s sites has spread while the endpoints got more geographically dispersed. The distance between endpoints in a Private Network is directly proportional to the fee or cost of providing the links in the private network. Thus, connecting a large number of dispersed PN sites with dedicated lines became very expensive. As a result, there was a need for a cheaper readily available alternative to the PNs. The remedy was provided by developing the Virtual Private Network (VPN) services which ran over the public network’s backbone or over the public Internet. This method has been quite successful in making VPNs ubiquitous in interconnecting Private network sites.



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