Scaling Intelligence: Overcoming Infrastructure Challenges in Large Language Model Operations
Towards AI
APRIL 25, 2025
Such cloud-based approaches also prompted developments in specialized infrastructure ecosystems that will exceed $350 billion by the year 2035. Organizations harnessing Kubernetes clusters with cloud auto-scaling solutions can deploy and scale LLMs efficiently across various servers and regions.
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