LibSVM Data Format
The LibSVM Data Format is a specific data format for the data analysis tool LibSVM (see [Reference 1]).
The Format can be also used to process big data especially because it allows for a sparse representation as well. This means you can just provide features that are not null in the format and remove features with the value null in the file.
This interesting video shows the LibSVM data format in action: