A method, comprising: predicting, by a system comprising a processor , a first failure of a first controller using a predictive failure model and based on a parameter of the first controller , wherein the predictive failure model has been generated using machine learning employing probabilistic classification, wherein the first controller is operatively coupled to a first onside layer component and a first offside layer component , and wherein the first onside layer component operates a first display unit ; automatically transferring, by the system, a first control of the first display unit to a second controller operatively coupled to a second onside layer component and a second offside layer component , the second onside layer component operates a second display unit , and wherein the transferring comprises routing the first control of the first display unit from the first onside layer component to the second offside layer component ; rendering, by the system, first data associated with the first display unit on the second display unit concurrently with displaying second data associated with the second display unit , wherein the first display unit and the second display unit are redundancy units of a flight management system; predicting, by the system and using the predictive failure model, a second failure of the second controller; automatically transferring, by the system, the first control of the first display unit and a second control of the second display unit to a third controller that performs respective display functions of the first display unit and the second display unit , wherein the third controller is associated with a user equipment device; determining, by the system, that the second failure is resolved; and automatically returning, by the system, the second control of the second display unit , wherein the third controller continues to perform a respective display function of the first display unit . predicting, by a system comprising a processor , a first failure of a first controller using a predictive failure model and based on a parameter of the first controller , wherein the predictive failure model has been generated using machine learning employing probabilistic classification, wherein the first controller is operatively coupled to a first onside layer component and a first offside layer component , and wherein the first onside layer component operates a first display unit ; automatically transferring, by the system, a first control of the first display unit to a second controller operatively coupled to a second onside layer component and a second offside layer component , the second onside layer component operates a second display unit , and wherein the transferring comprises routing the first control of the first display unit from the first onside layer component to the second offside layer component ; rendering, by the system, first data associated with the first display unit on the second display unit concurrently with displaying second data associated with the second display unit , wherein the first display unit and the second display unit are redundancy units of a flight management system; predicting, by the system and using the predictive failure model, a second failure of the second controller; automatically transferring, by the system, the first control of the first display unit and a second control of the second display unit to a third controller that performs respective display functions of the first display unit and the second display unit , wherein the third controller is associated with a user equipment device; determining, by the system, that the second failure is resolved; and automatically returning, by the system, the second control of the second display unit , wherein the third controller continues to perform a respective display function of the first display unit . <EOS>