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CacheSolidarity: Preventing Prefix Caching Side Channels in Multi-Tenant LLM Serving Systems
Large Language Models (LLMs) rely on optimizations like Automatic Prefix Caching (APC) to accelerate inference. APC works by reusing previously computed states for the beginning part of a request (prefix), when another request starts with the same text. While APC improves throughput, it introduces t
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