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Cacheable by Design? Training Mixture-of-Experts Routers for Locality Against the Edge Memory-Bandwidth Wall: A Pre-Registered Negative Result with a Systems Measurement Study

arXiv cs.AI · 2026-08-20 Cached

This paper presents a pre-registered negative result on training mixture-of-experts routers for cache locality against memory-bandwidth walls, showing that miss reduction trades off with language modeling quality despite training mechanisms.

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