Method and system for dynamic upgrade predictions for a multi-component product

A system for generating a dynamic upgrade prediction comprising:

• a multi-component product including a centralized management node and a plurality of component nodes, wherein the centralized management node is configured to communicate with the plurality of component nodes and:
• generate an initial upgrade prediction for an upgrade to be performed on a subset of the component nodes;
• perform a real time progress review of the upgrade, wherein each of the plurality of component nodes includes a plurality of stages;
• perform an upgrade duration comparison between the initial upgrade prediction and a real time upgrade time for a subset of the plurality of stages;
• and
• generate an updated upgrade prediction based on the comparison between the initial upgrade prediction and the real time upgrade time.

A non-transitory computer-readable medium storing instructions which, when executed by one or more processors, cause the one or more processors to perform dynamic upgrade prediction operation, the operation comprising:

• generating an initial upgrade prediction for an upgrade to be performed on a subset of a plurality of component nodes;
• performing a real time progress review, using a centralized management node, of the upgrade, wherein each of the plurality of component nodes includes a plurality of stages;
• performing an upgrade duration comparison between the initial upgrade prediction and a real time upgrade time for a subset of the plurality of stages;
• and
• generating an updated upgrade prediction for the multi-component product upgrade based on the comparison between the initial upgrade prediction and the real time upgrade time.