Exact Memory-Time Optimization for Prefix-Cached Language Model Serving
cs.LG
Submitted: 2026-10-02
Updated: 2026-10-02
Code: https://github.com/shi1720/prefix-certificate-retention
Project page: https://schmiste.github.io/infocom24cachin
Sources
- Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention
- Soft-TTL: Time-Varying Fractional Caching
- SAGA: Workflow-Atomic Scheduling for AI Agent Inference on GPU Clusters
- Efficient Memory Management for Large Language Model Serving with PagedAttention
- SGLang: Efficient Execution of Structured Language Model Programs
- Adaptive Multi-Objective Tiered Storage Configuration for KV Cache in LLM Service
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