Automatic monitoring and modeling

A system, comprising:

• a monitor component that monitors a networked architecture, the networked architecture having a set of elements comprising software elements and hardware elements interconnected in a common environment, wherein each element of the set of elements is monitored;
• a trend component that determines a trend of an element of the set of elements towards a failure, the trend determined by a black hole model;
• and
• a security component that enables security features to prevent the element from failure;
• and
• an interface component that generates a virtual view of each element in the set of elements in relation to the black hole model, wherein each element is placed at a corresponding real-time distance, and wherein the virtual view can be updated according to a velocity and a distance of each element to the black hole model.

A non-transitory computer readable medium having instructions to control one or more processors configured to:

• determine a failure history of networked architecture, the failure history including data immediately prior to failure;
• machine learn the failure history to determine failure indicators;
• generate a black hole model based on the failure history and the machine learning;
• generate a distance threshold and a velocity threshold to which data can be compared to determine a trend towards the black hole model;
• and
• enabling security features to prevent an element of the networked architecture from failure based on the trend.