Facing significant GPU shortages, Amazon developed eight internal tenets to efficiently manage GPU requests. These principles emphasize return-on-investment and strategic planning, rejecting a first-come, first-served model. As part of Project Greenland, Amazon has centralized GPU orchestration, allowing better access across its departments, which has resolved previous capacity issues. The company now believes it has sufficient GPU resources to support innovations in retail and cloud computing, catering to the growing demands for AI-specific workloads.
"Amazon's GPU allocation process now revolves around eight guiding principles, emphasizing ROI and the long-term growth of the company's free cash flow."
"Through Project Greenland, Amazon has centralized its GPU orchestration platform, enhancing its efficiency in GPU distribution across various departments."
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