Edge computing for 5G networks – Complete Phd and Masters Thesis

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Introduction

In recent years, the rapid growth of the Internet of Things (IoT) and the increasing demand for high-speed, low-latency communication have placed significant pressure on traditional centralized cloud computing infrastructure. Edge computing has emerged as a promising solution to address the limitations of centralized cloud computing by moving compute resources closer to the edge of the network. This enables faster processing of data, reduced latency, and improved scalability, making it an ideal solution for the next generation of wireless communication networks, such as 5G.

With the deployment of 5G networks, which promise to deliver unprecedented levels of speed and connectivity, the need for efficient and reliable edge computing solutions becomes even more crucial. This thesis aims to explore the potential of edge computing in enhancing the performance of 5G networks and addressing the challenges associated with the increasing demand for high-speed, low-latency communication.

Table of Contents

Chapter 1: Introduction

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 Thesis
1.9 Definition of Terms

Chapter 2: Literature Review

2.1 Evolution of Edge Computing
2.2 Edge Computing Architecture
2.3 Edge Computing in 5G Networks
2.4 Benefits of Edge Computing for 5G Networks
2.5 Challenges of Implementing Edge Computing in 5G Networks
2.6 Edge Computing Technologies and Tools
2.7 Edge Computing Use Cases in 5G Networks
2.8 Edge Computing Security and Privacy Issues
2.9 Edge Computing Performance Measurement
2.10 Future Trends in Edge Computing for 5G Networks

Chapter 3: System Design and Methodology

3.1 Research Methodology
3.2 Data Collection Methods
3.3 System Architecture Design
3.4 Edge Computing Infrastructure Design
3.5 Data Processing and Analysis
3.6 Performance Evaluation Metrics
3.7 Validation and Testing
3.8 Ethical Considerations

Chapter 4: System Implementation

4.1 Implementation Environment Setup
4.2 Edge Computing Platform Deployment
4.3 Integration with 5G Network Infrastructure
4.4 Data Transmission and Processing
4.5 Performance Optimization Techniques
4.6 Monitoring and Management
4.7 Security Measures
4.8 System Maintenance and Upgrades

Chapter 5: Conclusion and Summary

5.1 Summary of Findings
5.2 Conclusion
5.3 Contributions of the Study
5.4 Implications for Future Research
5.5 Recommendations

Thesis Overview: Edge Computing for 5G Networks

Edge computing has emerged as a transformative technology that promises to revolutionize the way data is processed, stored, and analyzed in wireless communication networks. By moving compute resources closer to the edge of the network, edge computing enables faster response times, reduced latency, and improved scalability, making it an ideal solution for the evolving demands of 5G networks.

This thesis aims to explore the potential of edge computing in enhancing the performance of 5G networks and addressing the challenges associated with the increasing demand for high-speed, low-latency communication. The literature review will provide an overview of the evolution of edge computing, its architecture, benefits, challenges, technologies, use cases, security issues, and performance measurement. The system design and methodology chapter will outline the research methodology, data collection methods, system architecture, infrastructure design, data processing, analysis, and validation procedures. The system implementation chapter will detail the environment setup, platform deployment, integration with 5G infrastructure, optimization techniques, monitoring, management, security measures, and maintenance procedures.

The conclusion and summary chapter will summarize the findings, draw conclusions, discuss the contributions of the study, suggest implications for future research, and provide recommendations. Overall, this thesis will contribute to the growing body of knowledge on edge computing for 5G networks and offer insights into the potential of this technology to reshape the future of wireless communication.

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