Edge computing and IoT are two of the hottest topics in technology today. Decentralized deployment of computing infrastructure has many advantages, however, there are some key challenges that need to be overcome around data context, access controls and device management. In this article, we will discuss some of those challenges and review the role of hierarchy and asset management in helping to overcome them.