[1] Pressure developed by a compressor is not always done in single casing. For high pressure applications, we may need two or more casings which are connected in series. One of these casings develop less pressure as compared to the other, and thus is called LP (Low Pressure) casing, while the other by virtue of higher pressure generation is called HP (High Pressure) casing.
LP casing and HP casing are different in design and construction.
LP casing is usually a single casing (being an axially split design) while HP casing is a double casing design with outer casing (also called as barrel) in radially split design.
[2] Axially split casings are manufactured in two halves with suction / discharge nozzles placed on one of the halves. In case of top nozzles i.e. the nozzles placed in topmost half, there is huge difficulty during maintenance. In that case, the above piping needs to be disconnected with potential for fouling with overhead crane hook. However, nozzles placed in bottom half have easier maintenance. Only the top half of the casing needs to removed.
As such, in view of maintenance easiness, bottom nozzles for suction / discharge are preferred.