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Introduction
The emergence of edge computing has revolutionized the way data is processed and analyzed at the network edge, enabling real-time decision making and reducing latency. Distributed systems play a crucial role in supporting edge computing by enabling efficient communication and coordination among edge devices. This thesis aims to explore the design and implementation of distributed systems for edge computing, with a focus on improving performance, reliability, and scalability.
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 Overview of Edge Computing
2.2 Distributed Systems in Edge Computing
2.3 Performance Metrics in Distributed Systems
2.4 Scalability Challenges in Edge Computing
2.5 Reliability in Distributed Systems
2.6 Security in Edge Computing
2.7 Communication Protocols for Distributed Systems
2.8 Edge Computing Use Cases
2.9 Edge Computing Platforms
2.10 Future Trends in Edge Computing
Chapter 3: System Design and Methodology
3.1 Analysis of Requirements
3.2 Designing Distributed Systems for Edge Computing
3.3 Selection of Communication Protocols
3.4 Scalability Strategies
3.5 Reliability Mechanisms
3.6 Security Measures
3.7 Integration with Edge Devices
3.8 Testing and Evaluation
Chapter 4: System Implementation
4.1 Implementation Architecture
4.2 Distributed Data Processing
4.3 Real-Time Data Analytics
4.4 Fault Tolerance Mechanisms
4.5 Load Balancing Strategies
4.6 Performance Optimization
4.7 Integration with Cloud Services
4.8 Deployment and Maintenance
Chapter 5: Conclusion and Summary
5.1 Summary of Findings
5.2 Contributions of the Study
5.3 Limitations and Future Work
5.4 Concluding Remarks
Thesis Overview
Distributed systems for edge computing have gained significant attention in recent years due to the increasing demand for real-time processing and analysis of data at the network edge. This thesis explores the design and implementation of distributed systems to support edge computing, with a focus on enhancing performance, reliability, and scalability.
The literature review provides an overview of edge computing, distributed systems in edge computing, performance metrics, scalability challenges, reliability, security, communication protocols, use cases, platforms, and future trends in edge computing. This review sets the foundation for the subsequent chapters, highlighting the current state of the field and areas for further research.
The system design and methodology chapter analyzes the requirements for distributed systems in edge computing and outlines the design process, including the selection of communication protocols, scalability strategies, reliability mechanisms, security measures, and integration with edge devices. Testing and evaluation are also discussed to ensure the effectiveness of the proposed system.
The system implementation chapter delves into the practical aspects of implementing distributed systems for edge computing, including architecture, data processing, analytics, fault tolerance, load balancing, performance optimization, integration with cloud services, and deployment and maintenance considerations. This chapter provides a detailed insight into the technical aspects of the system.
In conclusion, this thesis summarizes the findings, discusses the contributions of the study, identifies limitations, and proposes future research directions. The significance of the study lies in its potential to advance the field of distributed systems for edge computing, addressing key challenges and paving the way for innovative solutions in this rapidly evolving domain.
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