Tong-Xuan Liu

Janus: Multi-LLM Serving at Production Scale

Production LLM serving multiplexes hundreds of heterogeneous models on shared clusters, exposing three challenges that existing systems fail to address simultaneously: unpredictable bursts, power-law application popularity, and heterogeneous yet complementary resource demands. We present Janus, a Service-Engine co-desi...