B-PASTE uses beam-aware speculation of tool-call branches ranked by critical-path reduction to deliver up to 1.4x end-to-end speedup in resource-constrained LLM agents.
Performance-Effective and Low-Complexity Task Scheduling for Heterogeneous Computing.IEEE Transactions on Parallel and Distributed Systems, 13(3):260–274
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B-PASTE: Beam-Aware Pattern-Guided Speculative Execution for Resource-Constrained LLM Agents
B-PASTE uses beam-aware speculation of tool-call branches ranked by critical-path reduction to deliver up to 1.4x end-to-end speedup in resource-constrained LLM agents.