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News/Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization
arxiv
PublishedJuly 11, 2026 at 4:00 AM
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Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

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arXiv:2607.08057v1 Announce Type: cross Abstract: Despite the rapid advancements of large language models (LLMs), LLM serving systems remain memory-intensive and costly. The key-value (KV) cache, which stores KV tensors during autoregressive decoding, is crucial for enabling low-latency, high-throug

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