Decentralized Cloud Computing: A New Hope for the AI Computing Power Revolution

In recent years, with the rapid development of artificial intelligence technology, the market value of tech giants such as OpenAI and Nvidia has surged. The combination of AI and cryptocurrency technology has become the core narrative of the current market, attracting a large amount of investment and attention. Although there are still gaps in practical implementation, decentralization indeed holds great potential as a tool for AI development. Web3 participants are working to leverage the advantages of decentralization to expand the four core aspects of AI: data, models, training, and inference.

Data, as the raw material for AI technology, is the most essential element. Computing Power, on the other hand, is the key tool for processing these raw materials, directly affecting output efficiency. This article will focus on the computing power issues and economic models within the "Crypto x AI x DePIN" ecological framework.

1. DePIN and Decentralization Computing Power Ecosystem Framework

Currently, high-quality Computing Power resources are monopolized by traditional giants, making it difficult for startups and individual users to obtain reasonably priced Computing Power. To address this pain point, the DePIN project adopts a P2P economic model, allowing users to earn token rewards as resource providers.

In the Decentralization AI Computing Power ecosystem, it mainly consists of three parts:

Resource Agent - Io.net

Io.net is a decentralized computing network that serves as a computing power agent, providing high-quality AI computing power to clients. The project recently completed a $30 million Series A financing round, aiming to aggregate 1 million GPUs to form a massive DePIN computing power network. Io.net achieves GPU coordination through cluster construction modules, significantly reducing the deployment costs of computing hardware for AI startups.

Resource Provider - Exabit

Exabit, as an AI Computing Power service node, possesses ample high-end chip resources for deep machine learning. Thanks to its close relationship with Nvidia, Exabit can directly access top GPU resources from hundreds of data centers. Its high-quality computing power has been recognized by multiple computing power agents, establishing partnerships with Renders Network, Io.net, and others.

Resource Channel Provider - PingPong

PingPong adopts a platform-based open protocol, aggregating various DePIN resources to provide services. By obtaining information on resource conditions, performance, and stability of each network through the control layer, it then uses routing algorithms to provide users with the best quality service matching.

2. Decentralization Computing Power Ecosystem Analysis

The strategic cooperation between Io.net and Exabit aims to enhance network speed and stability. Both companies believe that the success of the decentralized computing industry requires close collaboration among early leaders. Compared to the availability limitations, selection constraints, and high cost issues faced by traditional cloud computing, decentralized computing offers a more open, accessible, and economical solution.

Asset Mode Analysis

Exabit adopts a heavy asset model, possessing an absolute barrier of high-end GPU resources. This model requires a large investment in fixed assets, but also gives it an irreplaceable position on the supply side. Io.net, on the other hand, adopts a light asset operation model, aggregating global GPU resources through community operations and brand building. PingPong, as a distributor, employs a B2B2C light asset model, aggregating various resource information to provide the best options for customers.

3. Future Outlook

The decentralized cloud computing ecosystem is gradually taking shape, and leading companies in various roles are working hard to fulfill their responsibilities. Although decentralized solutions still lag behind traditional cloud computing giants in terms of resources and scale, they provide new options for the market, especially catering to some of the needs of startup AI companies.

With the advancement of technology and the improvement of the ecosystem, decentralized cloud computing is expected to play an increasingly important role in addressing the shortage of Computing Power resources. The evolution of this Computing Power revolution is worth witnessing and participating in together.