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Token Latency Fairness: Performance Isolation for Multi-Tenant LLM Serving

Bali, Dev et al.
arXiv (All) · Papers
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and-cluster-computingdistributedmachine-learningparallel
LLM serving is typically offered as a shared, multi-tenant service, where high-demand workloads from one client can cause latency SLO violations for others. Existing solutions for performance isolation equalize client throughput in the long run, for example through queueing and batching fairness. Ho
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