cs.OS · 2026-05-22 · No. 7
Operating Systems, 2026-05-22.
1 new papers in cs.OS. Titles, authors,
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01 — The papers
1 entries-
01
DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback
Yunpeng Dong, Jingkai He, Yuze Hou, Dong Du, Zhonghu Xu, Si Yu, Yubin Xia, Haibo Chen
cs.OS · cs.AI
LLM-powered AI agents require high-frequency state exploration (e.g., test-time tree search and reinforcement learning), relying on rapid checkpoint and rollback (C/R) of the complete sandbox state, including files and process state (e.g., memory, contexts, etc.). Existing mechanisms duplicate the entire state, causing hundreds of milliseconds to seconds of latency per C/R, which severely bottlenecks deep search and large-scale fan-outs. This...
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