It seems pretty clear that you don't have enough experience on your own to resolve this properly, so call in some help. It may be possible to make an architectural change that significantly reduces the resources you need, or perhaps you'll find that you unavoidably need more resources to do what you want. Someone who knows how to diagnose and analyze this properly can tell you that.