1. Introduction 1.1 Background and Motivation 1.2 Objectives of the Study 1.3 Structure of the Paper 2. Overview of Edge Computing 2.1 Definition and Concepts 2.2 Comparison with Cloud Computing 2.3 Applications in IoT 3. Energy Efficiency in IoT Devices 3.1 Importance of Energy Efficiency 3.2 Current Challenges and Solutions 3.3 Metrics for Measuring Efficiency 4. Sustainable Solutions in IoT 4.1 Environmental Impact of IoT 4.2 Benefits of Sustainable Practices 4.3 Case Studies of Sustainability 5. Energy Consumption in Edge Devices 5.1 Factors Affecting Energy Usage 5.2 Analysis of Current Energy Consumption 5.3 Comparative Studies 6. Strategies for Improving Efficiency 6.1 Hardware Optimization 6.2 Software Innovations 6.3 Integration of Renewable Energy 7. Case Study Analysis 7.1 Methodology of Case Study 7.2 Results and Discussion 7.3 Comparison with Theoretical Framework 8. Conclusion and Future Work 8.1 Summary of Findings 8.2 Recommendations for Future Research 8.3 Implications for Industry and Policy
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