English

LooPIN: A PinFi protocol for decentralized computing

Distributed, Parallel, and Cluster Computing 2025-11-18 v2 Artificial Intelligence Computational Engineering, Finance, and Science Cryptography and Security

Abstract

Networked computing power is a critical utility in the era of artificial intelligence. This paper presents a novel Physical Infrastructure Finance (PinFi) protocol designed to facilitate the distribution of computing power within networks in a decentralized manner. Addressing the core challenges of coordination, pricing, and liquidity in decentralized physical infrastructure networks (DePIN), the PinFi protocol introduces a distinctive dynamic pricing mechanism. It enables providers to allocate excess computing resources to a "dissipative" PinFi liquidity pool, distinct from traditional DeFi liquidity pools, ensuring seamless access for clients at equitable, market-based prices. This approach significantly reduces the costs of accessing computing power, potentially to as low as 1% compared to existing services, while simultaneously enhancing security and dependability. The PinFi protocol is poised to transform the dynamics of supply and demand in computing power networks, setting a new standard for efficiency and accessibility.

Cite

@article{arxiv.2406.09422,
  title  = {LooPIN: A PinFi protocol for decentralized computing},
  author = {Yunwei Mao and Qi He and Ju Li},
  journal= {arXiv preprint arXiv:2406.09422},
  year   = {2025}
}
R2 v1 2026-06-28T17:05:02.804Z