Abstract: A computer-implemented method includes: receiving, by a computing device, sensor data associated with a geographic location; processing, by the computing device, the sensor data to identify an infrastructure asset within the geographic location; determining, by the computing device, a condition of the infrastructure asset based on processing the sensor data; and storing or outputting, by the computing device, information regarding the condition of the infrastructure asset.

Abstract: A computer-implemented method includes: receiving, by a computing device, sensor data associated with a geographic location; processing, by the computing device, the sensor data to identify an infrastructure asset within the geographic location; determining, by the computing device, a condition of the infrastructure asset based on processing the sensor data; and storing or outputting, by the computing device, information regarding the condition of the infrastructure asset.

Abstract: In distributed memory multiprocessors, communication between processing elements (PEs) can have a significant impact on the overall computation time. In addition, contention for the communication links can often make PEs wait even longer for a message than would normally be required. Because of this, it is important to minimize the effects of inter-processor communication time. The present invention reduces the execution time of a parallel program by merging messages (also called message combining, or message consolidation) after the program has already been partitioned and scheduled onto the PEs. The data from two (or more) messages are combined and sent in a single communication by locating sections of the system where a merge will affect the overall execution time, and determining before the merge takes place whether it will positively or negatively affect the system.