Modelling Network Traffic Using Time Series Analysis
Mbulelo Brenwen Ntlangu, Alireza R. Baghai-Wadji · 2017
With the advent of Internet of Things (IoT) technology, the need for tools which facillitate the development and management of network based services has become increasingly important. Issues such as network security and quality of service are no longer just the concern of ISPs and big corporations, but have now become the intimate concern of private users with implications that directly affect the personal lives and businesses of citizens. At the heart of addressing these concerns lies the problem of modelling the networks on which interconnected devices now operate. While the activity of provisioning the networks and responding to threats may still lie in the hands of networking specialists, the ability to at least know when something is amiss remains intrumental to establishing the confidence and peace of mind of IoT users.