4.2 Brief Introduction to Some Project Technologies
Key Module Design
User Layer
User Interface: Provides user-friendly web applications, mobile applications, and API interfaces. Users can submit computing tasks, manage computing resources, and query task results. Through a flexible interface, users can contribute idle computing power resources or rent the required computing resources to participate in the decentralized cloud computing market.
User Authentication: Uses blockchain identity authentication mechanisms and multi-factor authentication to ensure the authenticity and security of user identities, ensuring trustworthy interactions between users and the platform.
Application Layer
Task Scheduler: Schedules computing tasks to the most suitable computing power nodes according to user needs and platform resource conditions, ensuring efficient task execution. AI algorithms will also optimize the order of task execution to improve resource utilization.
Resource Manager: Monitors and manages all computing and storage resources in the system in real-time. The resource manager dynamically adjusts resource allocation according to user needs and task requirements to ensure the efficient operation of the system.
Data Analysis Module: Provides input for AI algorithms by analyzing system data and user behavior data in real-time, and generates reports to help users optimize task execution and resource usage.
Smart Contract Layer
Resource Trading Contract: Manages resource leasing, purchasing, and allocation through smart contracts to ensure transparent, automated, and secure transactions, ensuring the fairness of the decentralized computing market.
Reward Allocation Contract: Smart contracts automatically allocate CLAI tokens according to user-contributed computing power resources, incentivizing users to participate in platform construction.
Governance Contract: Community members can participate in platform governance through voting to ensure that the platform decision-making process is decentralized, transparent, and fair.
AI Algorithm Layer
Intelligent Scheduling Algorithm: Based on AI algorithms, it automatically monitors system resources and user needs, dynamically allocates resources, and ensures efficient execution of computing tasks.
Predictive Analysis Model: AI algorithms analyze historical data and current trends to predict future resource needs, pre-schedule resources in advance, and maximize resource utilization efficiency.
Intelligent Matching Engine: Automatically matches resource supply and demand sides through AI algorithms to ensure the maximization of computing resource utilization and efficient task execution.
Resource Layer
Computing Power Nodes: Globally distributed computing power nodes are responsible for executing computing tasks submitted by users. These nodes coordinate work through the blockchain network to ensure secure data transmission and efficient task execution.
Storage Nodes: Uses distributed storage technology to ensure the high availability, redundant backup of user data and computing results, and supports decentralized data storage and access.
Cloud Resource Pool: CloudAI centrally manages all cloud computing resources, realizes flexible resource scheduling and on-demand allocation through the resource pool, reduces resource waste, and improves the overall efficiency of the platform.
Data Storage Layer
Distributed Storage System: Uses distributed storage technology (such as IPFS) to ensure data availability. Data is fragmented and redundantly backed up during storage to prevent data loss.
Encrypted Storage: All stored data will be encrypted to ensure the privacy and security of user data, and only authorized users can decrypt and access the data.
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