Abstract: Techniques for autonomous animal movement are described. In some examples, animal tracking and movement software is used to provide input from a physical stimulus to direct movement of the animal coupled to an apparatus along a multi-turn route using physical output of the physical stimulus device based at least in part on a location of the animal with respect to a destination grazing area.

Abstract: Systems, apparatuses and methods may provide for technology to identify in user code, a nested loop which would result in cache memory misses when executed. The technology further reverses an order of iterations of a first inner loop in the nested loop to obtain a modified nested loop. Reversing the order of iterations increases a number of times that cache memory hits occur when the modified nested loop is executed.

Abstract: Apparatus and method for improved cache utilization and efficiency on a many-core processor. An apparatus comprising: a plurality of execution units to generate cache access requests responsive to executing instructions; a pending request queue to store pending cache access requests generated by the execution units; pending queue management circuitry to compare a current cache access request with entries in the pending request queue to determine whether the current cache access request can be merged with an entry in the pending request queue and, if so, to merge the current cache access request with the entry.

Abstract: Systems, apparatuses and methods may provide for technology to identify in user code, a nested loop which would result in cache memory misses when executed. The technology further reverses an order of iterations of a first inner loop in the nested loop to obtain a modified nested loop. Reversing the order of iterations increases a number of times that cache memory hits occur when the modified nested loop is executed.

Abstract: Apparatus and method for improved cache utilization and efficiency on a many-core processor. An apparatus comprising: a plurality of execution units to generate cache access requests responsive to executing instructions; a pending request queue to store pending cache access requests generated by the execution units; pending queue management circuitry to compare a current cache access request with entries in the pending request queue to determine whether the current cache access request can be merged with an entry in the pending request queue and, if so, to merge the current cache access request with the entry.

Abstract: The present disclosure provides systems and methods for dynamically predicting and enhancing energy efficiency. Dynamically predicting and enhancing energy efficiency can include determining that the code path for the code executed at run time comprises a branch, selecting a path, corresponding to one of the plurality of versions of the code, from the branch based on the plurality of predictors, the plurality of metrics, and the plurality of versions of the code, and providing the code associated with the path to a processing unit for execution.