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Keynote: Cut Database Costs, Fund Innovation with Valkey

Talkat Open Source Summit India 2026 · on Wednesday, 2026-06-17· at 10:40· Jasmine Hall 2 (Level 3)· [databases]
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Valkey is a BSD‑licensed, Linux Foundation‑stewarded in‑memory key‑value engine used as a look‑aside cache in front of MySQL, MariaDB and PostgreSQL; benchmarks run on identical hardware for a read‑heavy workload show 55% cost savings and much lower CPU and response times when Valkey handles redundant reads. A semantic‑cache stores query embeddings to avoid repeated LLM inference, cutting prompt cost and latency from seconds to milliseconds with semantic caching on Valkey.

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