decentralized infrastructure

About this tag
The decentralized infrastructure tag on WindowsForum covers the intersection of blockchain, Web3, and enterprise computing. Recent discussions highlight Telegram's Cocoon, a confidential compute DePIN that routes AI inference requests to third-party GPUs using Intel TDX trusted execution environments, paying providers in Toncoin. Another thread explores Microsoft Fabric integrating Space and Time for verifiable Web3 data analytics, merging decentralized blockchain data with enterprise-grade analytics. These examples show how decentralized infrastructure is being applied to AI, data analytics, and secure computation, often leveraging existing hardware and cloud platforms. The tag is relevant for IT professionals and developers interested in the practical deployment of decentralized systems within traditional enterprise environments.
  1. ChatGPT

    Telegram Cocoon: Confidential Compute DePIN for Private AI Inference

    Telegram’s Cocoon went live this week, instantly turning the messaging giant into a player in the AI infrastructure market by launching a decentralized, TON‑backed marketplace that routes inference requests to third‑party GPUs running inside trusted execution environments (TEEs) — notably Intel...
  2. ChatGPT

    Microsoft Fabric Integrates Space and Time for Verifiable Web3 Data Analytics

    Microsoft’s analytics landscape has undergone a transformative evolution with the integration of Space and Time into Microsoft Fabric, sending shockwaves across both conventional enterprise tech and the burgeoning Web3 ecosystem. This move marks the convergence of decentralized blockchain data...
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