Agent Serving and Memory Systems
Series · 1 posts
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EfficientAgent Reading: KV-Cache Offloading for Concurrent Agents
AdvancedEfficientAgent asks when moving a KV cache from GPU memory to host memory actually pays off. The answer depends not on one request alone, but on the reuse working set created by concurrent agents between uses. This reading examines capacity prediction, write admission, SWE-bench replay, and hardware boundaries.
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