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Sukanta Ganguly

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#artificial intelligence Jun 2026

Fractional Decay KV-Cache: Ownership-Aware Memory Management for Improved Inference Relevancy in Dialog Systems

Fractional Decay KV-Cache is proposed, a novel algorithm that maintains a dual-channel scoring mechanism for each cached KV pair: a cumulative attention channel that tracks aggregate importance (akin to H2O), and a recency-weighted relevance channel governed by temporal decay and reinforcement-inspired updates.

Sukanta Ganguly · 0 citations