Columnar Compression Without Columns
Learn how Sneller is able to achieve the advantages of columnar database compression on row-oriented, schemaless data.
Learn how Sneller is able to achieve the advantages of columnar database compression on row-oriented, schemaless data.
One of Sneller’s novel features is a bytecode-based virtual machine written almost entirely in AVX-512 assembly. While Sneller is far from the first project to incorporate SIMD acceleration into a query engine, our interpreter is unusual in that it is implemented entirely in assembly.
JSON has become one of the most common data interchange formats. It’s challenging to store JSON in traditional column-based database engines, so we decided to implement a schemaless engine to fully support JSON.
Explanation about the benefits of a cloud-native architecture that separates ingestion, storage and the actual query engine.