You have two wars to fight:

1. Retrieve information from services
2. Parallelize tasks

As I see it, you are currently neither clear of which has a higher priority, and what each task is to do. I really recommend that you separate the concerns. You can easily parallelize the task of information retrieval by starting programs in parallel. So do that instead of worrying about fork or threads.