most citedSpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism

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cs.DB2026

Batch Query Processing and Optimization for Agentic Workflows

Junyi Shen, Noppanat Wadlom, Yao Lu

Large Language Models (LLMs) in agentic workflows combine multi-step reasoning, heterogeneous tool use, and collaboration across multiple specialized agents. Existing LLM serving e…