✍️Overview of DeChain: DeCloud's L1 DAG-AI Blockchain
Last updated
Last updated
DeCloud is a decentralized cloud computing system that leverages blockchain and AI technologies to create a web3 ecosystem. It aims to provide scalable, secure, and user-centric solutions for intelligent cloud computing. Its main components are:
Distributed AI Nodes: A global network of computers that offer their computing power to host apps and run AI tasks. Users who contribute to the network are rewarded with DeCloud tokens. The distributed architecture allows for horizontal scaling of AI resources according to demand.
Federated Learning: A privacy-preserving technique that enables collaborative training of AI models across distributed nodes without sharing raw data. Only model updates are aggregated, ensuring data security and enhancing model performance.
On-chain Governance: A transparent and immutable system that uses smart contracts to define rules and incentives for the network. This builds trust among the community and enables democratic decision-making processes.
Decentralized AI Marketplace: A platform that fosters innovation by allowing developers to deploy, monetize, and share their AI models and algorithms. Users can access them as NFTs or integrate them with DeFi apps to create a vibrant and diverse environment that supports collaboration and progress.
Security and Privacy by Design: A high priority for DeCloud, which protects sensitive data with federated learning and ensures data usage accountability with on-chain governance. Moreover, network transactions and communications are encrypted with cryptographic methods. DeCloud’s architecture empowers users to participate in AI development while retaining control over their data.
The core of DeCloud's decentralized architecture is made up by Validators and Node Operators, each of whom has a unique but complementary function in maintaining the network's resilience and integrity. Validators play a crucial role in maintaining the security and legitimacy of the blockchain by validating transactions, recommending new blocks, and engaging in consensus processes.
Staking Tokens: Validators are typically required to stake a certain amount of tokens as collateral to participate in the network. This serves as a security measure to discourage malicious behavior and ensure the commitment of Validators to the integrity of the platform.
Technical Proficiency: Validators should be well-versed in network protocols, consensus techniques, and blockchain technology. They have to be able to operate and manage a Validator node, keeping an eye on its functionality and fixing any problems that could come up.
Reliable Infrastructure: In order to efficiently run a Validator node, validators need to have access to specific hardware and softwares with internet connectivity. This entails having enough RAM, storage, processing power, and a steady internet connection to guarantee consistent uptime and peak efficiency.
Network Rule Compliance: Validators must abide by the guidelines and procedures set out by the DeCloud network. This entails abiding by consensus procedures, precisely verifying transactions, and observing the decisions made by network users on governance.
