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Ameerah Alsulami

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#natural language process... Preprint Oct 2026

Hashrope: A Persistent Data Structure for Mechanisms of LLM Context Management

Serving stacks for large language models manage context through four recurring mechanisms: incremental edits to a growing context, branching and snapshotting for tree search, identification of reusable prefixes for KV-cache reuse, and encoding of repeated segments. Each mechanism is served today by a different speciali...

Muntaser M Syed, Ameerah Alsulami, Marius Silaghi · 0 citations

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