Developing Efficient Algorithms for Low-Latency Edge Computing in IoT Environments

1. Introduction 1.1 Background and Motivation 1.2 Problem Statement 1.3 Objectives of the Study 1.4 Structure of the Thesis 2. Edge Computing Overview 2.1 Definition and Concepts 2.2 Key Components 2.3 Edge vs. Cloud Computing 3. IoT Environments 3.1 Characteristics of IoT 3.2 Use Cases for Edge Computing 3.3 Challenges in IoT Infrastructure 4. Algorithm Development Strategies 4.1 Algorithm Design Principles 4.2 Complexity Analysis 4.3 Optimization Techniques 5. Low-Latency Requirements 5.1 Importance of Low Latency 5.2 Latency Measurement Techniques 5.3 Challenges in Achieving Low Latency 6. Existing Algorithms and Techniques 6.1 Review of Current Solutions 6.2 Comparison of Algorithm Efficiency 6.3 Limitations of Current Approaches 7. Proposed Algorithm Design 7.1 Overview of Proposed Solution 7.2 Key Components and Features 7.3 Implementation Details 8. Evaluation and Results 8.1 Experimental Setup 8.2 Performance Metrics 8.3 Discussion of Results