Integrated Backlog or Different Backlog

There are few small development groups with interlinked requirements doing work independently. However, since project requirements are interlinked I think it is better to have one common Backlog than having separate projects with separate Backlog - pls correct me if I am wrong.
Can we then run parallel sprints ?