In one embodiment, a method and apparatus for Kalman filtering for grid
computing telemetry and workload management is disclosed. The method
includes monitoring telemetry data at a node of a grid computing engine
with a Kalman filter, determining whether the monitored telemetry data is
outside of a bounds of a predictive model of the Kalman filter, signaling
an error condition for the node if the monitored telemetry data is
outside of the bounds, and addressing the error condition by correcting a
problem experienced at the node corresponding to the error condition.
Other embodiments are also disclosed.