Preprint
Aug 2026
From LLM Inference to Agentic Workloads: Characterization and Implications for Serving Systems
This work presents AgentSysBench, a benchmark suite and measurement toolkit with ten representative agentic applications and unified systems-level instrumentation, and identifies six properties that distinguish agentic workloads from conventional LLM serving.
Chaokun Chang, Yukun Zhou, Kaihua Fu et al.
· 1 citation