Determining comprehensive health scores for machines hosting virtual desktops based on performance parameters

A system for classifying a machine by performance, comprising:

• a device having one or more processors coupled with memory, configured to:
• identify, for a first time window, a first plurality of attributes of a machine and a session provided by the machine,
• determine a first score based at least on a weight applied to each of the first plurality of attributes, the weight updated using a second plurality of attributes of the machine and the session provided by the machine for a second time window;
• determine a probability of failure of the session by applying at least one of the first plurality of attributes to a model;
• generate a second score indicating a performance of the machine as a function of the first score and the probability of failure;
• and
• classify the machine in to one of a plurality of performance levels in accordance with the second score.

A non-transitory computer readable medium storing program instructions for causing one or more processors to:

• identify, for a first time window, a first plurality of attributes of a machine and a session provided by the machine,
• determine a first score based at least on a weight applied to each of the first plurality of attributes, the weight updated using a second plurality of attributes of the machine and the session provided by the machine for a second time window;
• determine a probability of failure of the session by applying at least one of the first plurality of attributes to a model;
• generate a second score indicating a performance of the machine as a function of the first score and the probability of failure;
• and
• classify the machine in to one of a plurality of performance levels in accordance with the second score.