1. Can i upgrade from 7.1 to 8.0 directly?
2. What new improvement for vertica performance improvement and Node recovery improvement in vertica ?
You can't upgrade from 7.1 to 8.0 directly, The following is the upgrade path
With respect to new features, please visit the following URL, it has new features listed under each topic(recovery, optimization etc) in vertica