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Preprint Sep 2026

PackServe: SLO-Aware Request Scheduling for Agentic LLM Serving at Scale

Request scheduling is a key challenge in large-scale clusters serving agentic large language model (LLM) workloads. An effective scheduler must preserve key-value cache (KVC) reuse across long, shared prefixes, meet token-level latency service-level objectives (SLOs), and minimize GPU resource footprint. Existing sched...

Zhi-Yuan Tan, De-Jiang Zhu, Jing-Zhe Jiang et al. · 0 citations

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