2025-10-20
It's a matter of time before software virtualized and optimizes AI rendering the spend on hardware and data centers into an oversupply situation.
South China Morning Post
Alibaba Cloud details a GPU pooling system that it claims reduced the number of Nvidia H20s required by 82% when serving dozens of LLMs of up to 72B parameters
up to 9x increase in output lets 213 GPUs perform like 1,192 ACM Digital Library : Aegaeon: Effective GPU Pooling for Concurrent LLM Serving on the Market Rounak Jain / Benzinga : ...