Milvus 2.2.8: Better Query Performance, 20% Higher Throughput
May 12, 2023Fendy Feng

Summary
Milvus 2.2.8 addresses peak memory consumption during collection loading by optimizing memory usage. It enables expanded querying scenarios by allowing QueryNode to support plugins. The compaction algorithm has been enhanced for faster convergence and improved query performance. The default number of collection shards has been reduced from two to one to improve resource saving and querying performance. The query grouping algorithm has been further enhanced, leading to a 20% increase in throughput.
More from the Benchmarking and Performance Analysis trail
- Troubleshooting a Search Slowdown After Upgrading Milvus: Lessons from the WPS Team
- How to Safely Upgrade from Milvus 2.5.x to Milvus 2.6.x
- How to Debug Slow Search Requests in Milvus
- Hands-On with VDBBench: Benchmarking Vector Databases for POCs That Match Production
- https://zilliz.com/blog/vdbbench-1-0-benchmarking-with-your-real-world-production-workloads