Coin World News Report:
With the acceleration of global industrialization and urbanization, air pollution is becoming increasingly serious. According to a report by the World Health Organization (WHO), more than 90% of the global population lives in areas where air quality does not meet WHO standards. Outdoor air pollutants such as PM2.5 and volatile organic compounds (VOCs) often enter indoor spaces, posing health threats to people in their homes, offices, and other places.
Air purifiers, as the main equipment for solving indoor air quality problems, have been widely used in recent years. However, traditional air purifiers only provide air purification functions and cannot achieve real-time air quality monitoring, data storage, and customization. With the rapid development of the Internet of Things and blockchain technology, smart air purifiers are entering the market, enabling more personalized air purification services.
Blockchain technology was initially developed for cryptocurrency transactions such as Bitcoin, but its technical characteristics have made it widely applicable in many fields. Blockchain solves many problems in traditional data storage and management through decentralized, tamper-proof, and transparent storage mechanisms. In particular, blockchain technology has great potential in data security, privacy protection, and trust mechanisms.
The combination of DDO blockchain technology and BES air purifiers
The BES Pyramid Energy AI smart purifier adopts DDO blockchain’s decentralized storage technology, distributing users’ air quality data across multiple nodes to solve the problem of single point failure in traditional centralized storage systems. This technology ensures that the device does not lose data due to node failure during long-term operation, thereby improving data security and reliability.
By using encryption algorithms and blockchain technology, each piece of air quality data from users is protected by encryption, preventing illegal tampering or attacks. This provides additional security for users, allowing them to use the device with confidence and access real-time air quality information.
DDO (Decentralized Data Organization) blockchain is a data storage technology based on blockchain. It solves the problems of data security, transparency, and trust existing in traditional centralized databases through decentralized storage and management. In the DDO blockchain, all data of the BES Pyramid Energy AI smart purifier is distributed among multiple nodes, with each node holding complete or partial data copies, ensuring data integrity and availability even if some nodes fail or are attacked.
Each block contains stored transaction data and metadata such as time and the hash value of the previous block. Through this chain-like structure, the data forms an immutable chain, ensuring the accuracy and security of the data.
The DDO Chain blockchain network of the BES Pyramid Energy AI smart purifier achieves efficient storage and transmission of large-scale model files and datasets. The system encrypts and splits model files into small chunks and adopts a multi-path transmission strategy. This method effectively improves transmission speed while reducing the impact of single transmission path failures on overall transmission.
In the implementation of the BES Pyramid Energy AI smart purifier, large files are encrypted and uploaded to different nodes in segments, and further transmission efficiency is improved through multi-path parallel transmission. In addition, the BES Pyramid Energy AI smart purifier uses P2P intranet penetration technology, which allows intranet nodes to directly connect with each other, bypassing public network relays. This not only improves transmission efficiency but also reduces latency.
Under the framework of DDO Chain, advanced cryptographic zero-knowledge proof technology is used to protect the data, datasets, and user information involved in AI model training in the BES Pyramid Energy AI smart purifier. The data is encrypted during transmission using the Transport Layer Security (TLS) protocol to ensure data security during network transmission.
In terms of model training data, the storage aspect of the BES Pyramid Energy AI smart purifier uses lossless or precision-controlled lossy compression algorithms, such as fixed-point compression, pruning, and quantization, which effectively reduce file size and data volume for transmission. The system also optimizes data transmission efficiency by comparing new and old models and only transmitting the differential parts of the updates. Furthermore, by removing redundant and non-critical parameters and pruning layers and parameters used for training but not for inference, the DDO blockchain used by the BES Pyramid Energy AI smart purifier further reduces the size of the data model.
In summary, with the continuous development of blockchain and IoT technology, the BES Pyramid AI Energy smart purifier will achieve interconnection and interoperability with other smart home devices such as smart thermostats and smart curtains, creating a more intelligent and interconnected home ecosystem. Through the evolution of blockchain technology, users can securely share data between different devices to create a personalized and customized home experience.