A system comprising: a probe for mounting to a vehicle having a heating element ; and a system for monitoring the probe , the system comprising: a first edge device in communication with the probe and configured to sense data related to a characteristic of the heating element of the probe; a coordinator in communication with the first edge device and configured to receive a first data output from the first edge device and to incorporate the first data output into a data package; a cloud infrastructure in communication with the coordinator via a data gateway and configured to analyze the data package to estimate a remaining useful life and predict a failure of the probe; and a ground station in communication with the cloud infrastructure and configured to refine remaining useful life estimation and failure prediction techniques of the system; wherein the coordinator is further configured to: authenticate, upon power up of the coordinator, the first edge device ; and subsequently, retrieve updates from the cloud infrastructure and transmit the updates to the first edge device . a probe for mounting to a vehicle having a heating element ; and a system for monitoring the probe , the system comprising: a first edge device in communication with the probe and configured to sense data related to a characteristic of the heating element of the probe; a coordinator in communication with the first edge device and configured to receive a first data output from the first edge device and to incorporate the first data output into a data package; a cloud infrastructure in communication with the coordinator via a data gateway and configured to analyze the data package to estimate a remaining useful life and predict a failure of the probe; and a ground station in communication with the cloud infrastructure and configured to refine remaining useful life estimation and failure prediction techniques of the system; wherein the coordinator is further configured to: authenticate, upon power up of the coordinator, the first edge device ; and subsequently, retrieve updates from the cloud infrastructure and transmit the updates to the first edge device . a first edge device in communication with the probe and configured to sense data related to a characteristic of the heating element of the probe; a coordinator in communication with the first edge device and configured to receive a first data output from the first edge device and to incorporate the first data output into a data package; a cloud infrastructure in communication with the coordinator via a data gateway and configured to analyze the data package to estimate a remaining useful life and predict a failure of the probe; and a ground station in communication with the cloud infrastructure and configured to refine remaining useful life estimation and failure prediction techniques of the system; wherein the coordinator is further configured to: authenticate, upon power up of the coordinator, the first edge device ; and subsequently, retrieve updates from the cloud infrastructure and transmit the updates to the first edge device . authenticate, upon power up of the coordinator, the first edge device ; and subsequently, retrieve updates from the cloud infrastructure and transmit the updates to the first edge device . <EOS>