SCION is a lightweight orchestration layer that picks among six deployable cache policies via an offline-trained linear selector on short-prefix size and reuse fingerprints, improving cacheable miss ratio over SIEVE on most of 30 traces while staying near the best expert.
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SCION: Size-aware Policy Orchestration for Nonstationary Object Caches (Long Paper Version)
SCION is a lightweight orchestration layer that picks among six deployable cache policies via an offline-trained linear selector on short-prefix size and reuse fingerprints, improving cacheable miss ratio over SIEVE on most of 30 traces while staying near the best expert.