Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads
arXiv:2606.06448v2 Announce Type: replace Abstract: LLM agents are increasingly deployed on long-horizon tasks requiring sustained reasoning over extended interaction histories. Realizing this at scale requires agents to persistently store, retrieve, and update their own memory across sessions. A…