Janction

Janction is the first Layer2 network designed to deliver verifiable, synergic, and scalable AI services. It leverages smart contracts to automate and optimize processes in machine learning and artificial intelligence, integrating essential components such as AI models, GPU computing power, data feeding, and data labeling into a unified coprocessing system.

The platform aims to build a global distributed computing power marketplace. Through the Janction GPU Marketplace, users can access virtually unlimited GPU capacity at lower costs by aggregating idle GPUs from multiple sources, forming a decentralized ecosystem that efficiently matches demand and supply of computing resources.

At its core, Janction focuses on the design of the cluster GPU pool and its billing system. This system manages and allocates large-scale GPU resources, ensuring optimal performance for parallel computing applications. It emphasizes key aspects such as resource scheduling, load balancing, fault recovery, cost efficiency, proof of contribution, and overall consistency—laying the foundation for a scalable and transparent AI infrastructure.