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A Year in LLM Serving: Workload Evolution, Caching and Load-Balancing

Via ArXiv cs.AI
Monday, Aug 17, 2026 · 4:00AM
Summary

arXiv:2608.13573v1 Announce Type: new Abstract: Large Language Model (LLM) serving has become a critical cloud workload, and realistic traces are essential for motivating and benchmarking serving systems. However, existing LLM serving workload studies remain limited in scale and scope. They often ob

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