Methods and systems to predict parameters in a database of information technology equipment

A system that completes information in a reference library database of a data center, the system comprising:

• one or more processors;
• one or more data-storage devices;
• and
• machine-readable instructions stored in the one or more data-storage devices that when executed using the one or more processors controls the system to perform operations comprising:
• for a piece of IT (“information technology”) equipment identified as having incomplete dataset information in the reference library database, forming equipment parameters from configuration parameters and non-parametric information for each piece of IT equipment in a category of IT equipment associated with the piece of IT equipment;
• computing a model for each class of IT equipment based on the equipment parameters of the IT equipment;
• determining a class of the piece of IT equipment based on the model for each class of IT equipment;
• and
• completing information for the piece of IT equipment in the reference library database of IT equipment based on the class of the piece of IT equipment.

A non-transitory computer-readable medium encoded with machine-readable instructions that implement a method carried out by one or more processors of a computer system to perform operations comprising:

• for a piece of IT (“information technology”) equipment of a data center identified as having incomplete dataset information in a reference library database of the data center, forming equipment parameters from configuration parameters and non-parametric information for each piece of IT equipment in a category of IT equipment associated with the piece of IT equipment;
• computing a model for each class of IT equipment based on the equipment parameters of the IT equipment;
• determining a class of the piece of IT equipment based on the model for each class of IT equipment;
• and
• completing information for the piece of IT equipment in the reference library database of IT equipment based on the class of the piece of IT equipment.