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Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
Shivani Wadhwa1, Shalli Rani1, Kavita2
1Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab 140401, India.
This study introduces an energy-efficient blockchain consensus mechanism. By offloading mining tasks to edge networks and selecting miners based on machine specifications, it significantly reduces energy consumption and memory usage.
Area of Science:
- Computer Science
- Information Technology
- Distributed Systems
Background:
- Blockchain technology is increasingly adopted across diverse sectors like finance and agriculture.
- Consensus mechanisms are crucial for blockchain performance but existing methods (Proof of Work, Proof of Stake) face challenges with energy, memory, and processing demands.
- Integration with AI, IoT, and SDN highlights the need for efficient blockchain operations.
Purpose of the Study:
- To propose a novel, energy-efficient blockchain consensus mechanism.
- To address the limitations of existing consensus algorithms concerning resource utilization.
- To enhance the overall performance and efficiency of blockchain networks.
Main Methods:
- A modified Proof of Work (PoW) consensus approach is proposed.
- A single miner is selected for mining tasks.
- Mining tasks are offloaded to edge networking infrastructure.
- Miner selection is based on digitized machine specifications.
Main Results:
- The proposed model demonstrates significant improvements in energy efficiency (approx. 21%) and memory utilization (approx. 24%).
- Reduced processing time compared to traditional methods.
- Observed efficiency in block generation rates at intervals of 20, 40, and 60 minutes.
Conclusions:
- The novel consensus approach offers a more sustainable and efficient solution for blockchain networks.
- Offloading mining to edge networks and intelligent miner selection are key to improved performance.
- The findings suggest a viable alternative for resource-intensive blockchain applications.
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