A rack controller of a computing rack, the rack controller comprising: a performance monitoring module to receive a metric associated with a plurality of hardware components of the computing rack, wherein the metric comprises a system metric, a performance metric, or a health metric; an analytics module configured to: determine a regression model for each of the plurality of hardware components based on the metric associated with the respective hardware component; determine a mean-time-to-failure value for each of the plurality of hardware components based on the regression model for the respective hardware component; and determine a mean-time-to-failure value for a logical machine composed of the plurality of hardware components based on the mean-time-to-failure values for the plurality of hardware components; wherein to determine the mean-time-to-failure value for each of the plurality of hardware components comprises to: determine a future value of the metric associated with the respective hardware component based on the regression model; determine a service level metric of a service level agreement associated with the respective hardware component; and compare the future value of the metric to the service level metric; and wherein the rack controller further comprises a datacenter management module configured to determine a future time for a maintenance session associated with the logical machine based on the mean-time-to-failure value for the logical machine; a performance monitoring module to receive a metric associated with a plurality of hardware components of the computing rack, wherein the metric comprises a system metric, a performance metric, or a health metric; an analytics module configured to: determine a regression model for each of the plurality of hardware components based on the metric associated with the respective hardware component; determine a mean-time-to-failure value for each of the plurality of hardware components based on the regression model for the respective hardware component; and determine a mean-time-to-failure value for a logical machine composed of the plurality of hardware components based on the mean-time-to-failure values for the plurality of hardware components; wherein to determine the mean-time-to-failure value for each of the plurality of hardware components comprises to: determine a future value of the metric associated with the respective hardware component based on the regression model; determine a service level metric of a service level agreement associated with the respective hardware component; and compare the future value of the metric to the service level metric; and wherein the rack controller further comprises a datacenter management module configured to determine a future time for a maintenance session associated with the logical machine based on the mean-time-to-failure value for the logical machine; determine a regression model for each of the plurality of hardware components based on the metric associated with the respective hardware component; determine a mean-time-to-failure value for each of the plurality of hardware components based on the regression model for the respective hardware component; and determine a mean-time-to-failure value for a logical machine composed of the plurality of hardware components based on the mean-time-to-failure values for the plurality of hardware components; wherein to determine the mean-time-to-failure value for each of the plurality of hardware components comprises to: determine a future value of the metric associated with the respective hardware component based on the regression model; determine a service level metric of a service level agreement associated with the respective hardware component; and compare the future value of the metric to the service level metric; and wherein the rack controller further comprises a datacenter management module configured to determine a future time for a maintenance session associated with the logical machine based on the mean-time-to-failure value for the logical machine; determine a future value of the metric associated with the respective hardware component based on the regression model; determine a service level metric of a service level agreement associated with the respective hardware component; and compare the future value of the metric to the service level metric; and wherein the rack controller further comprises a datacenter management module configured to determine a future time for a maintenance session associated with the logical machine based on the mean-time-to-failure value for the logical machine;