a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN) and a core network; and

wherein the RAN includes an interface providing for user equipment (UE) context management procedure and/or exchange of UE information;

wherein the MEC layer includes a wireless network resource optimization application;

wherein the wireless network resource optimization application is operable to use Radio Frequency (RF) environmental information of the RAN and a customer goals index vector to create actionable data for optimizing network resources;

wherein the RF environmental information includes a vector ensemble class for each signal in the electromagnetic environment;

wherein the customer goals index vector is a vector of binary values; and

wherein the MEC layer includes at least one application.