Intelligent edge computing and management

breaking the energy curve 1293486b75eafc8bd8bfbda22056a282c365c9
We have a vision of a Network Compute Fabric where the lines between networking and computing disappear. On the journey there, edge cloud computing provides a critical stepping-stone where computing is pushed very close to where it is needed. This distribution of computing capabilities in the network creates new challenges for its management and operation. We argue that a data-centric approach that extensively uses artificial intelligence (AI) and machine learning (ML) technologies to realize specific management functions is a good candidate to tackle these challenges. As can be seen in Figure 1, edge computing services can be provided through compute/storage resources at different locations in a network, such as on-premises at a customer/enterprise site (industrial control, for example) or at access and local/regional sites (telco operators, for...