A method and system optimizes thread scheduling by receiving thread objective data that includes a performance objective, sampling performance metric data points, wherein each data point varies as a function of scheduling quantum values, and calculating a new scheduling quantum value by processing the performance metric data points according to the performance objective. A process manager adjusts the scheduling quantum value to increase thread performance by utilizing the calculated scheduling quantum value.