Optimizing the transfer of massive amounts of data using AI strategies

A non-transitory computer-readable medium configured to store computer logic having instructions that, when executed, cause one or more processing devices to:

• obtain a first set of parameters pertaining to a data source configured as a first node in a communications system,
• obtain a second set of parameters pertaining to a data sink configured as a second node in the communications system,
• obtain a third set of parameters pertaining to a plurality of network elements and links configured along one or more data paths between the data source and data sink, and
• automatically create a high-bandwidth data transfer strategy for transferring a massive amount of data from the data source to the data sink based on the first, second, and third sets of parameters.

A method comprising the steps of:

• obtaining a first set of parameters pertaining to a data source configured as a first node in a communications system;
• obtaining a second set of parameters pertaining to a data sink configured as a second node in the communications system;
• obtaining a third set of parameters pertaining to a plurality of network elements and links configured along one or more data paths between the data source and data sink;
• and
• automatically creating a high-bandwidth data transfer strategy for transferring a massive amount of data from the data source to the data sink based on the first, second, and third sets of parameters.