ZDUCK WHITEPAPER v1.0
  • Introduction
  • ZDUCK
    • Introduction to ZDUCK
    • Purpose and Objectives
    • System Architecture
    • Conclusion
  • $ZDK
    • $ZDK Coin
    • Purpose of $ZDK
    • Economic Design
    • Utility within the Ecosystem
  • ZDUCK Architecture
    • Overview
    • Core Components of the ZDUCK Architecture
    • Design Principles
    • Data Layer
    • Model Management Interface
    • Reward System
    • Verification and Arbitration Layers
    • Monitoring and Feedback Loop
  • Storage Nodes
    • Overview
    • Roles and Functions
    • Operation
    • Storage Node Reward System
    • ZDUCK Network Integration
  • ZNEST
    • ZNEST Platform
    • Model Selection and Customization
    • Blockchain Integration
    • Model Testing and Validators
    • Usage-Based Reward Structure
  • Tokenomics
    • Basic Information
    • Utility
    • Key Functions
    • Reward System
    • $ZDK Token Vesting Plan and Allocation
  • Team
  • ZDUCK Business and Development Roadmap
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  1. ZDUCK Architecture

Data Layer

The Data Layer is a critical component of ZDUCK’s architecture, responsible for the secure management and accessibility of data across the platform. It forms the foundation for all data-related operations, ensuring efficient handling of data from storage to utilization, which is essential in machine learning processes.

  • Data Upload and Storage: Users can easily upload data via the platform’s interface. The data is then stored on distributed nodes, ensuring high availability and redundancy. By leveraging the immutable nature of blockchain, the data’s traceability and integrity are maintained throughout its lifecycle.

  • Data Verification: Uploaded data undergoes a stringent verification process. Automated systems first ensure basic data integrity, followed by evaluations from experts or community verifiers to guarantee the quality and accuracy of the dataset, especially for high-precision data sets.

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Last updated 5 months ago