DataScaleFail #9 - Are VectorDBs Benchmarkable?
AI is currently the hype topic par excellence and in the database world the corresponding Vector databases of course. We have taken a look at the benchmarking rules of these VectorDBs.
Have fun reading!
Vector Database Benchmarking
- First VectorDB benchmarking suites available
- 4 out of 13 VectorDB forbid benchmarking
- Performance might be questionable
Time-Series Benchmarking Suites
- Continued research with 7 good-to-know time-series benchmarking suites
- Mapped IoT, monitroing and logging use cases
- VectorDB benchmarking suites will follow next time
Introducing the Telegraf-TS Benchmark
- Telegraf is a popular monitoring solution with many different data backends
- Telegraf-TS is an extension to YCSB to evaluate different types of analytical queries over Telegraf data
- This tailored workload helps with decison making for this very specific scenario