Benchmark
This document will show and explain the benchmark of an approximate nearest neighbor on the Vald cluster, such as ann-benchmarks, and also explain how to perform the ann-benchmark test on your Vald cluster.
If you want to perform load testing on the Vald cluster, please refer to this document.
Overview
In this document, we will perform the ann-benchmarks on Vald cluster.
The test will perform on the whole Vald cluster, which means the request will broadcast to multiple Vald agents instead of a single Vald agent, and return the aggregated result.
The result may be different from your environment due to the network configuration and overhead of the Vald cluster. In this document, we will also explain how to perform the ann-benchmark testing on your environment.
Benchmark matrix
Under construction…
Result
Under construction…
Benchmarking tools
Under construction…