Introduction to Performance¶
TileDB is a powerful array storage manager that provides you with great flexibility to adapt it to your application. If tuned properly, TileDB can offer extreme performance even in the most challenging settings. Unfortunately, performance tuning in general is a complex topic, and there are many factors that influence the performance of TileDB. There is no unified way to improve performance for all TileDB programs, as the space of tradeoffs is quite large, and each use case can potentially benefit from very different choices for these tradeoffs.
To facilitate performance tuning, we provide two very helpful tutorials. In Using TileDB Statistics, we show how to enable recording statistics when submitting your write/read queries, and how to print and interpret them. Reading the statistics, we explain through examples how to identify areas for optimization and demonstrate that tuning the TileDB parameters can lead to better performance. In Performance Factors, we summarize and explain all the factors that affect the TileDB performance.
We are always happy to help in case you do not get the desired
performance out of TileDB in your use case. Please post a comment on
the TileDB Forum or drop us a line at
firstname.lastname@example.org sharing with us the way you create/write/read
your TileDB arrays and we will quickly get back to you with suggestions.