The formation of solder balls around a device is called "solder beading" and may be caused by a range of manufacturing issues.
It can also be caused by a change in the component supplier. There is a variation in the plastic body height from some supplier, which gives a different stand-off height from the board.

In this case the capillary effect of paste moving under the component is exaggerated and then squeezes out during reflow.