LogoLogo
CtrlK
  • Nesa Docs
    • Introduction to Nesa
    • Why Nesa Represents the Future of the AI Economy
    • Why Centralized AI Infrastructure Is Broken
    • Why Existing Decentralized AI (DeAI) Approaches Are Inadequate
    • Organization of the Documentation
  • Additional Information
    • AI Models: Repository, Standardization, Uniformity
    • Users: Why Do We Need Private Inference?
    • Node Runners: Doing Inference and Earning $NES
  • Major Innovations
    • Privacy & Security
      • Why Privacy Matters in Decentralized AI
      • Equivariant Encryption (EE)
      • HSS-EE: Secure Two-Party Inference at Scale
      • Additional Information
        • Hardware Side: Trusted Execution Environments (TEEs)
          • Trusted Execution Environments (TEEs)
        • Software/algorithm Side: Data Encryption
          • Visioning: Homomorphic Encryption
          • Implementation: Split Learning (HE)
        • Software/algorithm Side: Model Verification
          • Zero-knowledge Machine Learning (ZKML)
          • Consensus-based Distribution Verification (CDV)
        • Privacy Technology
          • Trusted Execution Environment (TEE)
          • Secure Multi-Party Computation (MPC)
          • Verifiable Random Function (VRF)
          • Zero-Knowledge Proof (ZKP)
    • Decentralized AI Infrastructure
      • Why Decentralized AI?
      • Blockchain-based Sequential Neural Sharding (BSNS)
      • Inference Acceleration with MetaInf
      • Additional Information
        • Model Partitioning and Deep Network Sharding
        • Dynamic Sharding of Arbitrary Neural Networks
        • Cache Optimization to Enhance Efficiency
        • Enhanced MTPP Slicing of Topological Order
        • BSNS with Parameter-efficient Fine-tuning via Adapters
        • Swarm Topology
        • Free-Riding Prevention
    • Overview of $NES
      • $NES Utility
    • Definitions
    • Additional Information
      • Nesa's Academic Papers
      • Nesa's Utility Suite
      • DNA on Nesa
  • Using Nesa
    • Getting Started
      • Wallet Setup
      • Testnet Nesa Faucet
    • Via Web
      • Your Nesa Account
      • Selecting an AI Kernel
      • Submitting a Query
    • Via SDK
    • Via IBC
    • Via NESBridge
      • On Sei
  • Run a Nesa Node
    • Prerequisites
    • Installation
    • Troubleshooting
    • FAQ
  • Additional Read
  • Links
    • nesa.ai
    • Nesa Playground
    • Nesa Chain Explorer
    • Nesa EVM Explorer
    • Nesa Discord
    • Nesa Twitter
    • Terms of Service
    • Privacy Policy
Powered by GitBook
On this page
  1. Major Innovations
  2. Decentralized AI Infrastructure

Additional Information

Model Partitioning and Deep Network ShardingDynamic Sharding of Arbitrary Neural NetworksCache Optimization to Enhance EfficiencyEnhanced MTPP Slicing of Topological OrderBSNS with Parameter-efficient Fine-tuning via AdaptersSwarm TopologyFree-Riding Prevention
PreviousInference Acceleration with MetaInfNextModel Partitioning and Deep Network Sharding