Xiaoyang Sun
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126
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2026
SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving
This paper presents SpecBox, a runtime system for LLM agents that uses speculative sandbox preallocation to improve resource utilization and reduce interactive tail latency.
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Papers
cs.DCcs.AIcs.LGEmpiricalRecentJul 27, 2026
SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving
Yihui Zhang, Tianyu Wo, Jinghao Wang, Xiaoyang Sun +6 more
This paper presents SpecBox, a runtime system for LLM agents that uses speculative sandbox preallocation to improve resource utilization and reduce interactive tail latency.
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