Sentence examples for columnar data from inspiring English sources

Alternatives to Arrow: We could have built on top of Protocol Buffers, but protocol buffers really isn't designed for numerical data, and that approach wouldn't satisfy 1, 3, or 4. Building on top of Flatbuffers actually could be made to work, but it would have required implementing a lot of the facilities that Arrow already has and we preferred a columnar data layout more optimized for big data.

Like ADAM, GATK4 is also built on top of Spark and a columnar data storage system.

I think this argument is made stronger because big data is quickly distilled as it is used and becomes columnar data of a manageable size that is best operationalized using SQL.

Technologies built with a combination of three core concepts together will be able to solve these complex data challenges: in-memory data management, GPU-based data processing, and distributed columnar data organization.

Apache Arrow is an open source technology Dremio helped create that also uses columnar data compression and many other optimizations that take advantage of in-memory computing and GPUs.

The data are stored in Parquet, a columnar data storage using Avro serialized file formats that reduce I/O load by providing in-memory data access for the Spark pipeline implementation.

And for those who are looking to store more traditional columnar relational data, Cosmos DB will also offer support for those.

And for those who are looking to store more traditional columnar relational data, Cosmos DB will also offer support for those.

Behind the scenes, RAPIDS is based on Apache Arrow, a columnar, in-memory data structure that delivers efficient and fast data interchange with the flexibility to support complex data models.

Pie charts of level 2 GO terms are shown for data obtained from three pooled non-columnar (A), heterozygous columnar (B) and homozygous columnar (C) primary roots.

Data of the total columnar water vapor (TCWV) at 7.5°S, 36.5°W during the observational period are also utilized for studying the ISO activity.