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| en:iot-reloaded:green_iot_design_tradeoffs [2024/11/28 09:57] – [Green IoT Design Trade-offs] pczekalski | en:iot-reloaded:green_iot_design_tradeoffs [2025/05/13 10:47] (current) – [Green IoT (G-IoT): A Holistic Approach] pczekalski | ||
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| ====== Green IoT Design Trade-offs ====== | ====== Green IoT Design Trade-offs ====== | ||
| - | Balancing various design criteria is critical to achieving optimal performance while minimizing | + | Balancing various design criteria is critical to achieving optimal performance while minimising |
| <figure IoTDCES2> | <figure IoTDCES2> | ||
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| ===== Energy Efficiency ===== | ===== Energy Efficiency ===== | ||
| - | One of the primary design goals in IoT is minimizing | + | One of the primary design goals of IoT is minimising |
| - | * **Energy-Efficient Hardware:** Microcontrollers and sensors | + | * **Energy-Efficient Hardware:** Microcontrollers and sensors |
| * **Energy-Efficient Software:** Algorithms designed to reduce computational overhead. | * **Energy-Efficient Software:** Algorithms designed to reduce computational overhead. | ||
| - | * **Low-Power Communication Protocols: | + | * **Low-Power Communication Protocols: |
| These measures reduce energy demand and extend battery life. However, the benefit of energy savings often comes at the cost of reduced performance: | These measures reduce energy demand and extend battery life. However, the benefit of energy savings often comes at the cost of reduced performance: | ||
| * **Processing Speed:** Energy-efficient hardware may have slower processing capabilities. | * **Processing Speed:** Energy-efficient hardware may have slower processing capabilities. | ||
| * **Network Bandwidth: | * **Network Bandwidth: | ||
| - | * **Packet Loss and Latency: | + | * **Packet Loss and Latency: |
| - | ===== Security | + | ===== Security |
| Security is another critical consideration that often conflicts with energy efficiency in IoT design. Traditional robust security algorithms, such as those used in standard computing systems, are computationally intensive and consume significant energy. Applying such algorithms directly to IoT devices would rapidly deplete their batteries. | Security is another critical consideration that often conflicts with energy efficiency in IoT design. Traditional robust security algorithms, such as those used in standard computing systems, are computationally intensive and consume significant energy. Applying such algorithms directly to IoT devices would rapidly deplete their batteries. | ||
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| * **Energy-Hungry Security Protocols: | * **Energy-Hungry Security Protocols: | ||
| * **Efforts for Energy-Efficient Security:** Research and development are focused on creating lightweight cryptographic algorithms and authentication mechanisms tailored for resource-constrained IoT devices.\\ | * **Efforts for Energy-Efficient Security:** Research and development are focused on creating lightweight cryptographic algorithms and authentication mechanisms tailored for resource-constrained IoT devices.\\ | ||
| - | However, | + | However, |
| ===== Cost Considerations ===== | ===== Cost Considerations ===== | ||
| - | Cost is another key factor influencing IoT design. Manufacturers often strive to keep production costs low to ensure the affordability of devices, especially for mass-market applications. This focus on cost reduction may lead to: | + | Cost is another key factor influencing IoT design. Manufacturers often strive to keep production costs low to ensure the affordability of devices, especially for mass-market applications. This focus on cost reduction may lead to the following: |
| * **Sacrifices in Security:** Inexpensive devices may lack robust security features, increasing the risk of vulnerabilities. | * **Sacrifices in Security:** Inexpensive devices may lack robust security features, increasing the risk of vulnerabilities. | ||
| * **Tradeoffs in Performance and QoS:** Lower-cost components may provide suboptimal computing or communication capabilities.\\ | * **Tradeoffs in Performance and QoS:** Lower-cost components may provide suboptimal computing or communication capabilities.\\ | ||
| - | While minimizing | + | While minimising |
| - | ===== Green IoT (G-IoT): A Holistic Approach ===== | + | ===== Green IoT: A Holistic Approach ===== |
| Green IoT aims to address the environmental and sustainability challenges associated with IoT systems. It focuses on: | Green IoT aims to address the environmental and sustainability challenges associated with IoT systems. It focuses on: | ||
| - | * **Minimizing | + | * **Minimising |
| * **Reducing E-Waste:** Promoting the use of recyclable materials and modular designs to extend device lifecycles. | * **Reducing E-Waste:** Promoting the use of recyclable materials and modular designs to extend device lifecycles. | ||
| - | * **Sustainable Applications of IoT:** Leveraging IoT solutions to enhance resource efficiency in industries such as agriculture, | + | * **Sustainable Applications of IoT:** Leveraging IoT solutions to enhance resource efficiency in agriculture, |
| Examples include precision farming, smart grids, and waste management systems. | Examples include precision farming, smart grids, and waste management systems. | ||
| However, Green IoT design must also balance other key requirements: | However, Green IoT design must also balance other key requirements: | ||
| - | * **Quality of Service (QoS):** Ensuring | + | * **Quality of Service (QoS):** Ensuring energy and cost optimisations |
| * **Security: | * **Security: | ||
| * **Cost-Effectiveness: | * **Cost-Effectiveness: | ||
| - | ===== Design Challenges and Tradeoff | + | ===== Design Challenges and Trade-off |
| - | Achieving the goals of Green IoT requires careful consideration of tradeoffs: | + | Achieving the goals of Green IoT requires careful consideration of trade-offs: |
| - | * **Energy vs. Performance: | + | * **Energy vs. Performance: |
| * **Security vs. Energy and Cost:** Integrating security features without excessive energy consumption or cost inflation is a significant challenge. | * **Security vs. Energy and Cost:** Integrating security features without excessive energy consumption or cost inflation is a significant challenge. | ||
| * **Sustainability vs. Cost:** Sustainable practices, such as using eco-friendly materials or designing for recyclability, | * **Sustainability vs. Cost:** Sustainable practices, such as using eco-friendly materials or designing for recyclability, | ||
| - | To navigate these tradeoffs, designers can adopt strategies such as: | + | To navigate these trade-offs, designers can adopt strategies such as: |
| * **Adaptive Systems:** IoT devices that dynamically adjust energy use and processing power based on current requirements. | * **Adaptive Systems:** IoT devices that dynamically adjust energy use and processing power based on current requirements. | ||
| * **Edge Computing: | * **Edge Computing: | ||
| - | * **Standardization:** Developing universal standards for energy-efficient, | + | * **Standardisation:** Developing universal standards for energy-efficient, |
| - | Green IoT represents a transformative approach to designing IoT systems that align with environmental and sustainability goals. By addressing energy efficiency, e-waste reduction, and sustainable resource management, Green IoT can contribute to a more sustainable future. However, | + | Green IoT represents a transformative approach to designing IoT systems that align with environmental and sustainability goals. By addressing energy efficiency, e-waste reduction, and sustainable resource management, Green IoT can contribute to a more sustainable future. However, |