Adaptive resource allocation to facilitate device mobility and management of uncertainty in communications

A first edge node, comprising:

• a processor;
• and
• a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising:
• obtaining loading parameters associated with a mobile device employing resources of the first edge node;
• based on a probabilistic analysis of the loading parameters, generating a loading profile of the mobile device, wherein the loading profile indicates different likelihoods of usages of a resource by the mobile device at respective edge nodes of a group of edge nodes;
• and
• transmitting the loading profile to a second edge node of the group of edge nodes that has at least a threshold likelihood of the mobile device being handed over to from the first edge node;
• wherein the generating the loading profile comprises predicting resource requests by the mobile device at a time that the mobile device is predicted to exit a threshold range of the first edge node.

A non-transitory machine-readable medium, comprising executable instructions that, when executed by a processor of first network equipment, facilitate performance of operations, comprising:

• determining loading parameters associated with a user equipment using resources of the first network equipment;
• based on a probabilistic analysis of the loading parameters, generating a loading profile of the user equipment, wherein the loading profile indicates different likelihoods of usages of a resource by the user equipment at respective network equipment of a group of network equipment;
• and
• transmitting the loading profile to second network equipment of the group of network equipment, wherein the second network equipment is selected based on the user equipment being determined to have at least a threshold likelihood of being transferred from being serviced by the first network equipment to being serviced by the second network equipment;
• wherein the generating the loading profile comprises predicting resource requests by the user equipment at a predicted time that the user equipment is going to exit a threshold range of the first network equipment.