Methods and apparatus to perform adaptive pre-fetch operations in managed runtime environments

Methods and apparatus to perform adaptive pre-fetch operations in managed runtime environments are disclosed herein. An example pre-fetch unit for use with a pre-fetch operation includes a first size function executed by a processor to determine a size of an object associated with a pre-fetch operation; a comparator to compare the size of the object associated with the pre-fetch operation to a first one of a plurality of thresholds; and a fetcher to pre-fetch an amount of memory defined by a first one of a plurality of size definitions corresponding to the first threshold when the comparator determines that the size of the object is less than the first threshold.