There is no surety if pig uses the configuration DEFAULT_PARALLEL value for every steps in the pig script. Try PARALLEL along with your specific join/group step which you feel taking time (In your case GROUP step).
inputDataGrouped = GROUP inputData BY (group_name) PARALLEL 67;
If still it is not working then you might have to see your data for skewness issue.