Milvus

What's Inside Milvus 1.0?

Apr 29, 2021milvus
What's Inside Milvus 1.0?
SummaryAI, from the source post

This post introduces Milvus v1.0, detailing its core features and optimizations. It covers CPU/GPU distributions, vector entity structure with integer IDs, partitioning for search acceleration, and enhancements to index algorithms (IVF, FLAT, IVF_SQ8H). Performance optimizations for search (nq < threads, request combining) and index building are highlighted. It also mentions distance metrics, logging configuration, the Mishards distributed solution, Prometheus integration for monitoring, and metadata management (SQLite/MySQL).

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