Talaria: Session-Aware Serverless Serving of Hundred-Billion-Parameter LLMs

Utopia Meng, Unicornt Zhao, Derek Li +2

Serverless multi-model LLM systems multiplex popularity-skewed model catalogs over shared GPU pools, yet typically schedule each request independently. Tool-using agents break this…