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INFER_MESH

V.1 TCP Sockets Express.js Typescript Python YOLOv8
DOCUMENT_05

About

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InferMesh is a distributed AI inference platform that enables connected nodes to share computational resources and execute AI workloads collaboratively.

The system supports peer discovery, GPU resource advertisement, and remote job execution across a network of nodes.

The platform features a custom TCP communication protocol, resource-aware scheduling based on advertised GPU capacity, and heartbeat-based failure detection for maintaining network health. A live dashboard provides real-time visibility into connected peers, available resources, and inference jobs.

terminal Tech_Stack

  • > Typescript
  • > Express.js
  • > Python
  • > TCP Sockets
  • > YOLOv8
  • > Tailwind CSS

link ACCESS_NODES

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Author Akash A
Built V1 MAY_2026