Decentralised Processing Unit Docs
  • overview
    • Introduction
    • Problem Statement
    • The DePU Solution
    • Vision
  • features & technical
    • Core Features
    • How It Works
    • Technical Architecture
  • economic model
    • Tokenomics
  • future plans
    • Roadmap
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  1. overview

Problem Statement

The growing reliance on GPUs has exposed several critical pain points in the current rental landscape:

  1. Complexity and Inaccessibility Traditional GPU rental platforms often require users to navigate complex interfaces, configure intricate systems, and manage their own technical infrastructure. For non-experts, this creates a significant barrier to entry, stifling innovation and limiting access to GPU resources.

  2. High Costs Renting GPUs can be prohibitively expensive, especially for smaller teams or independent developers. Moreover, additional costs such as gas fees for blockchain applications further inflate the expense, making high-performance computing out of reach for many.

  3. Limited Flexibility Most existing solutions offer a one-size-fits-all approach, failing to address the diverse needs of users across various fields. Whether it’s data scientists analyzing historical datasets or blockchain developers requiring real-time transaction monitoring, the lack of customizable solutions hampers productivity.

  4. Fragmented Ecosystems The absence of seamless integration between GPU rental services, blockchain analytics, and decentralized computing tools forces users to juggle multiple platforms. This fragmented approach results in inefficiencies, increased operational overhead, and missed opportunities for optimization.

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Last updated 3 months ago