Abstract: Systems and methods may provide a set of cores capable of parallel execution of threads. Each of the cores may run code that is provided with a progress meter that calculates the amount of work remaining to be performed on threads as they run on their respective cores. The data may be collected continuously, and may be used to alter the frequency, speed or other operating characteristic of the cores as well as groups of cores. The progress meters may be annotated into existing code.

Abstract: Systems and methods may provide a set of cores capable of parallel execution of threads. Each of the cores may run code that is provided with a progress meter that calculates the amount of work remaining to be performed on threads as they run on their respective cores. The data may be collected continuously, and may be used to alter the frequency, speed or other operating characteristic of the cores as well as groups of cores. The progress meters may be annotated into existing code.

Abstract: A method, system, and computer program product containing instructions for automatically converting an MPI source code program into an MPI thread-based program. In response to inputs in the form of an MPI source code program and a command, a converter declares a global variable of the MPI source code program as a thread private variable to create a first private variable for a first thread and a second private variable for a second thread. A library is identified to support converting processes to threads during execution of the MPI thread-based program, and the identified library is used to build an executable version of the MPI thread-based program. The identified library may include code to identify instantiation of a new process when the MPI thread-based program is executing, and in response, to cause a corresponding thread for the MPI thread-based program to be instantiated.

Abstract: A method, system, and computer program product containing instructions for automatically converting an MPI source code program into an MPI thread-based program. In response to inputs in the form of an MPI source code program and a command, a converter declares a global variable of the MPI source code program as a thread private variable to create a first private variable for a first thread and a second private variable for a second thread. A library is identified to support converting processes to threads during execution of the MPI thread-based program, and the identified library is used to build an executable version of the MPI thread-based program. The identified library may include code to identify instantiation of a new process when the MPI thread-based program is executing, and in response, to cause a corresponding thread for the MPI thread-based program to be instantiated.