Systems and methods for monitoring and predicting technology component performance and generating real time alerts

A computer program product for monitoring and predicting technology component performance and generating real time alerts, the computer program product comprising a non-transitory computer-readable medium comprising code causing an apparatus to:

• collect, from at least one source component, metric data at a pre-defined interval;
• cluster the metric data into at least one bucket based on a type of the metric data and the pre-defined interval;
• collect historical metric data associated with the at least one source component at a plurality of historical pre-defined intervals;
• apply the at least one bucket and the historical metric data associated with the at least one source component to a prediction module;
• and
• determine, by the prediction module, a predicted trend for the at least one source component.

A computer implemented method for monitoring and predicting technology component performance and generating real time alerts, the computer implemented method comprising:

• collecting, from at least one source component, metric data at a pre-defined interval;
• clustering the metric data into at least one bucket based on a type of the metric data and the pre-defined interval;
• collecting historical metric data associated with the at least one source component at a plurality of historical pre-defined intervals;
• applying the at least one bucket and the historical metric data associated with the at least one source component to a prediction module;
• and
• determining, by the prediction module, a predicted trend for the at least one source component.