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2026 / Optimization

Kalypso

Kalypso: Relational LLM Serving

What it contributes

Makes model serving aware of semantic operator dependencies, pipelining tuples to reuse KV-cache state under memory constraints.

How to read the evidence

A serving substrate rather than a complete user-facing query engine; benefits depend on cache reuse and workload structure.

We checked the primary publication record and abstract. This profile summarizes author-reported work; it does not claim a full-paper audit, implementation audit, or independent reproduction.

Explore the connections

ServingKV cacheScheduling