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DataFunSummit
DataFunSummit
Jun 21, 2026 · Artificial Intelligence

Unified Scheduling Optimization for xLLM in Complex Business Scenarios

This article analyzes how the xLLM open‑source LLM inference engine tackles the coexistence of multiple priority levels and strict SLO latency targets by introducing a dynamic, SLO‑aware batch scheduler and a PD‑separation architecture that improve throughput and SLO satisfaction across diverse workloads.

Hierarchical Block ManagerKV CacheLLM inference
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Unified Scheduling Optimization for xLLM in Complex Business Scenarios