3 papers
cs.OS2026
TClone: Low-Latency Forking of Live GUI Environments for Computer-Use Agents
Yutong Huang, Vikranth Srivatsa, Alex Asch +2
Computer-use agents increasingly operate inside live personal workspaces, where their actions can modify files, applications, GUI state, credentials, and authenticated sessions. Th…
cs.OS2025
An Early Exploration of Deep-Learning-Driven Prefetching for Far Memory
Yutong Huang, Zhiyuan Guo, Yiying Zhang
Far-memory systems, where applications store less-active data in more energy-efficient memory media, are increasingly adopted by data centers. However, applications are bottlenecke…
cs.LG2025
Learning Semantics, Not Addresses: Runtime Neural Prefetching for Far Memory
Yutong Huang, Zhiyuan Guo, Yiying Zhang
Memory prefetching has long boosted CPU caches and is increasingly vital for far-memory systems, where large portions of memory are offloaded to cheaper, remote tiers. While effect…